Skip to content

otel(world-vercel): inject trace context on v4 event requests - #2533

Merged
karthikscale3 merged 3 commits into
mainfrom
karthik/v4-trace-injection
Jun 19, 2026
Merged

otel(world-vercel): inject trace context on v4 event requests#2533
karthikscale3 merged 3 commits into
mainfrom
karthik/v4-trace-injection

Conversation

@karthikscale3

@karthikscale3karthikscale3 commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

Summary

v4 event requests don't propagate W3C trace context to workflow-server, so workflow-server spans never join the /flow execution trace — while v2/v3 calls do. This restores propagation for v4.

Root cause

The explicit trace-context injection added for cross-service correlation lives in world-vercel's makeRequest (the v2/v3 path):

// utils.ts — runs inside the `http <method>` client spanawaitinjectTraceContextIntoHeaders(headers);

The v4 event path (createWorkflowRunEventV4 / getEventV4 / getWorkflowRunEventsV4) was routed through a separate fetchV4 → global fetch helper (to keep v4 traffic visible in Vercel's outgoing-requests view). fetchV4 builds headers from getHttpConfig (auth/UA only), sets X-Request-Time, and calls fetch(...) with a custom undici dispatcher — it never calls injectTraceContextIntoHeaders, and the custom dispatcher means ambient undici auto-instrumentation can't be relied on for injection either.

Net effect, observable in traces:

  • Start-site request (/api/run/... → run-status reads via GET /api/v2/runs/:runId) goes through makeRequesttraceparent injected → workflow-server's server span joins the trace. ✓
  • Inside the /flow route (event writes via POST /api/v4/runs/.../events) goes through fetchV4notraceparent → workflow-server starts a fresh root and never joins the invocation trace. ✗

This is not sampling — the v4 requests genuinely carry no trace context.

Fix

Inject the active trace context in fetchV4, the single choke point for all v4 create/get/list requests, mirroring makeRequest:

init.headers.set('X-Request-Time',Date.now().toString());awaitinjectTraceContextIntoHeaders(init.headers);// ← addedreturnfetch(url,{ method,headers: init.headers, body,dispatcher: getDispatcher(config)});

Now workflow-server joins the /flow execution trace the same way it joins the start-site trace. No-op when no OpenTelemetry SDK is registered.

Guardrail

Adds a note to AGENTS.md (Architecture Notes → "Trace context propagation") requiring every new @workflow/world-vercel HTTP path to call injectTraceContextIntoHeaders and cover it in trace-propagation.test.ts, citing this v4 regression — so a future v5 events API doesn't repeat it.

Testing

  • New test in trace-propagation.test.ts: drives getWorkflowRunEventsV4 inside an active span (MockAgent + real fetch spy, W3C propagator registered) and asserts the outgoing v4 request carries traceparent matching the active span. Fails without the injection.
  • @workflow/world-vercel: full suite 163 passed; build + typecheck clean.

🤖 Generated with Claude Code

The v4 event path (createEvent / getEvent / listEvents) routes through
fetchV4 → global fetch with a custom undici dispatcher, bypassing both the
makeRequest path (where the explicit W3C trace-context injection lives) and
ambient undici auto-instrumentation. As a result, v4 event traffic from the
flow route carried no traceparent, so workflow-server could not parent its
spans to the invocation — its spans never joined the /flow execution trace,
even though v2/v3 reads/writes (via makeRequest) did join.
fetchV4 now calls injectTraceContextIntoHeaders before fetch, the single
choke point for all v4 create/get/list requests, mirroring makeRequest.
No-op when no OpenTelemetry SDK is registered.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@karthikscale3
karthikscale3 requested a review from a team as a code ownerJune 19, 2026 03:11
@changeset-bot

changeset-botBot commented Jun 19, 2026

Copy link
Copy Markdown

🦋 Changeset detected

Latest commit: 069beae

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 17 packages
NameType
@workflow/world-vercelPatch
@workflow/cliPatch
@workflow/corePatch
@workflow/webPatch
workflowPatch
@workflow/world-testingPatch
@workflow/buildersPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
@workflow/astroPatch
@workflow/nestPatch
@workflow/rollupPatch
@workflow/sveltekitPatch
@workflow/vitePatch
@workflow/nuxtPatch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

@vercel

vercelBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

@github-actions

github-actionsBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.040s (-9.0% 🟢)1.005s (~)0.966s101.00x
💻 LocalNitro0.040s (-2.0%)1.006s (~)0.966s101.01x
💻 LocalNext.js (Turbopack)0.047s (-29.1% 🟢)1.006s (~)0.959s101.18x
🐘 PostgresNext.js (Turbopack)0.056s (-20.9% 🟢)1.011s (~)0.956s101.41x
🐘 PostgresExpress0.057s (-21.9% 🟢)1.013s (~)0.957s101.44x
🐘 PostgresNitro0.061s (-3.0%)1.013s (~)0.952s101.54x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express0.277s (-26.7% 🟢)1.899s (-17.2% 🟢)1.622s101.00x
▲ VercelNext.js (Turbopack)0.293s (+0.8%)2.862s (+51.3% 🔺)2.568s101.06x
▲ VercelNitro0.298s (-20.6% 🟢)2.265s (+0.8%)1.967s101.08x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.083s (-1.7%)2.006s (~)0.923s101.00x
💻 LocalNitro1.085s (~)2.006s (~)0.921s101.00x
💻 LocalNext.js (Turbopack)1.100s (-4.1%)2.007s (~)0.906s101.02x
🐘 PostgresExpress1.102s (-0.5%)2.010s (~)0.908s101.02x
🐘 PostgresNext.js (Turbopack)1.102s (-3.4%)2.008s (~)0.906s101.02x
🐘 PostgresNitro1.106s (-1.3%)2.009s (~)0.903s101.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.616s (-8.4% 🟢)3.920s (+5.6% 🔺)2.304s101.00x
▲ VercelExpress1.665s (-14.0% 🟢)4.169s (+13.4% 🔺)2.504s101.03x
▲ VercelNitro3.597s (+55.2% 🔺)5.161s (+29.3% 🔺)1.564s102.23x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express10.482s (-0.7%)11.024s (~)0.542s31.00x
🐘 PostgresExpress10.487s (-0.6%)11.017s (~)0.531s31.00x
💻 LocalNitro10.491s (~)11.022s (~)0.531s31.00x
🐘 PostgresNitro10.518s (~)11.017s (~)0.499s31.00x
💻 LocalNext.js (Turbopack)10.555s (-2.3%)11.023s (~)0.468s31.01x
🐘 PostgresNext.js (Turbopack)10.576s (-2.6%)11.018s (~)0.443s31.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express13.542s (-25.1% 🟢)14.891s (-25.4% 🟢)1.349s31.00x
▲ VercelNitro13.562s (-28.5% 🟢)15.460s (-27.4% 🟢)1.899s21.00x
▲ VercelNext.js (Turbopack)14.129s (-1.3%)15.859s (-2.7%)1.730s21.04x

🔍 Observability: Express | Nitro | Next.js (Turbopack)

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express13.650s (-0.8%)14.027s (~)0.377s51.00x
💻 LocalNitro13.655s (~)14.027s (~)0.372s51.00x
🐘 PostgresExpress13.717s (-1.0%)14.019s (~)0.302s51.00x
🐘 PostgresNitro13.728s (-0.8%)14.019s (~)0.290s51.01x
🐘 PostgresNext.js (Turbopack)13.756s (-4.7%)14.020s (-6.6% 🟢)0.264s51.01x
💻 LocalNext.js (Turbopack)13.785s (-4.1%)14.028s (-6.7% 🟢)0.243s51.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro21.620s (-30.6% 🟢)22.973s (-29.4% 🟢)1.353s31.00x
▲ VercelExpress21.803s (-10.0% 🟢)23.047s (-12.0% 🟢)1.244s31.01x
▲ VercelNext.js (Turbopack)21.861s (-38.3% 🟢)23.683s (-35.7% 🟢)1.822s31.01x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express12.216s (-2.6%)13.026s (~)0.810s71.00x
💻 LocalNitro12.228s (+1.3%)13.025s (+1.0%)0.797s71.00x
🐘 PostgresNitro12.322s (-1.6%)13.014s (~)0.692s71.01x
🐘 PostgresExpress12.341s (-0.8%)13.016s (~)0.675s71.01x
💻 LocalNext.js (Turbopack)12.430s (-9.0% 🟢)13.026s (-7.1% 🟢)0.595s71.02x
🐘 PostgresNext.js (Turbopack)12.492s (-9.9% 🟢)13.015s (-8.1% 🟢)0.524s71.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express26.655s (-24.0% 🟢)28.257s (-23.4% 🟢)1.602s41.00x
▲ VercelNext.js (Turbopack)26.919s (-23.5% 🟢)29.117s (-21.1% 🟢)2.197s41.01x
▲ VercelNitro31.805s (-18.3% 🟢)33.394s (-18.4% 🟢)1.590s41.19x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.169s (-9.2% 🟢)2.008s (~)0.839s151.00x
💻 LocalExpress1.185s (+1.7%)2.006s (~)0.821s151.01x
🐘 PostgresNitro1.186s (-1.0%)2.009s (~)0.823s151.02x
🐘 PostgresExpress1.201s (-1.0%)2.008s (~)0.807s151.03x
💻 LocalNitro1.228s (+5.0%)2.006s (~)0.778s151.05x
💻 LocalNext.js (Turbopack)1.310s (+1.1%)2.006s (~)0.696s151.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.327s (-20.1% 🟢)3.923s (-11.0% 🟢)1.596s81.00x
▲ VercelExpress2.468s (+11.2% 🔺)3.675s (-5.4% 🟢)1.207s91.06x
▲ VercelNext.js (Turbopack)4.480s (+67.9% 🔺)6.200s (+51.3% 🔺)1.721s71.92x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.254s (-23.4% 🟢)2.222s (-7.2% 🟢)0.968s141.00x
🐘 PostgresExpress1.274s (-10.6% 🟢)2.007s (-16.1% 🟢)0.733s151.02x
🐘 PostgresNitro1.289s (-5.5% 🟢)2.074s (-17.3% 🟢)0.784s151.03x
💻 LocalExpress2.128s (+30.8% 🔺)2.392s (+19.2% 🔺)0.264s131.70x
💻 LocalNitro2.164s (+39.5% 🔺)2.590s (+28.8% 🔺)0.426s121.73x
💻 LocalNext.js (Turbopack)2.381s (+24.6% 🔺)3.009s (+31.2% 🔺)0.628s101.90x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)7.861s (+75.1% 🔺)10.043s (+55.0% 🔺)2.182s31.00x
▲ VercelNitro9.229s (+128.0% 🔺)10.968s (+92.4% 🔺)1.739s41.17x
▲ VercelExpress10.520s (+165.6% 🔺)12.136s (+114.0% 🔺)1.616s31.34x

🔍 Observability: Next.js (Turbopack) | Nitro | Express

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.461s (-8.4% 🟢)3.455s (-13.8% 🟢)1.994s91.00x
🐘 PostgresNext.js (Turbopack)1.470s (-53.5% 🟢)3.761s (-12.6% 🟢)2.291s81.01x
🐘 PostgresExpress1.492s (-15.4% 🟢)3.456s (-11.1% 🟢)1.964s91.02x
💻 LocalNitro4.650s (+35.9% 🔺)5.012s (+25.0% 🔺)0.362s63.18x
💻 LocalExpress5.335s (+22.1% 🔺)6.013s (+23.5% 🔺)0.678s53.65x
💻 LocalNext.js (Turbopack)6.964s (+20.6% 🔺)7.769s (+25.0% 🔺)0.805s44.77x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)11.897s (+111.5% 🔺)13.836s (+79.3% 🔺)1.939s31.00x
▲ VercelExpress13.950s (+153.4% 🔺)16.117s (+103.3% 🔺)2.167s21.17x
▲ VercelNitro16.357s (+167.0% 🔺)17.684s (+112.1% 🔺)1.328s21.37x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.152s (-10.0% 🟢)2.007s (~)0.855s151.00x
🐘 PostgresNitro1.185s (-2.2%)2.006s (~)0.821s151.03x
🐘 PostgresExpress1.193s (-2.0%)2.008s (~)0.815s151.04x
💻 LocalExpress1.203s (-23.7% 🟢)2.006s (~)0.803s151.04x
💻 LocalNitro1.279s (+6.5% 🔺)2.007s (~)0.728s151.11x
💻 LocalNext.js (Turbopack)1.309s (-6.4% 🟢)2.007s (~)0.698s151.14x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)4.966s (+33.5% 🔺)6.609s (+26.4% 🔺)1.643s51.00x
▲ VercelNitro5.177s (+45.1% 🔺)6.518s (+23.2% 🔺)1.341s51.04x
▲ VercelExpress13.445s (+478.7% 🔺)16.466s (+332.7% 🔺)3.021s32.71x

🔍 Observability: Next.js (Turbopack) | Nitro | Express

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.256s (-18.6% 🟢)2.008s (-9.6% 🟢)0.752s151.00x
🐘 PostgresExpress1.277s (-6.5% 🟢)2.008s (-13.3% 🟢)0.731s151.02x
🐘 PostgresNitro1.384s (-4.1%)2.075s (-13.3% 🟢)0.691s151.10x
💻 LocalNitro1.961s (+15.8% 🔺)2.315s (+15.2% 🔺)0.354s131.56x
💻 LocalExpress2.016s (+6.2% 🔺)2.592s (+20.6% 🔺)0.576s121.60x
💻 LocalNext.js (Turbopack)2.281s (+5.2% 🔺)3.009s (~)0.728s101.82x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express6.611s (+142.5% 🔺)8.229s (+80.1% 🔺)1.618s41.00x
▲ VercelNext.js (Turbopack)13.023s (+191.7% 🔺)14.557s (+136.5% 🔺)1.534s31.97x
▲ VercelNitro18.892s (+574.8% 🔺)20.055s (+379.6% 🔺)1.164s22.86x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.458s (-64.1% 🟢)3.884s (-12.6% 🟢)2.426s81.00x
🐘 PostgresExpress1.476s (-18.0% 🟢)3.309s (-17.5% 🟢)1.833s101.01x
🐘 PostgresNitro1.489s (-17.5% 🟢)3.675s (-14.5% 🟢)2.186s91.02x
💻 LocalNitro5.152s (+14.7% 🔺)5.679s (+13.3% 🔺)0.527s63.53x
💻 LocalExpress5.757s (+25.4% 🔺)6.215s (+24.0% 🔺)0.458s53.95x
💻 LocalNext.js (Turbopack)6.874s (+18.4% 🔺)7.419s (+15.6% 🔺)0.546s54.71x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)5.145s (+36.0% 🔺)7.663s (+46.5% 🔺)2.518s41.00x
▲ VercelExpress16.087s (+90.9% 🔺)17.127s (+67.2% 🔺)1.040s23.13x
▲ VercelNitro16.343s (+17.9% 🔺)17.353s (+10.8% 🔺)1.010s23.18x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.527s (-7.7% 🟢)1.023s (+1.7%)0.496s591.00x
💻 LocalExpress0.532s (-14.8% 🟢)1.005s (-1.7%)0.472s601.01x
🐘 PostgresNext.js (Turbopack)0.548s (-34.4% 🟢)1.023s (~)0.475s591.04x
💻 LocalNitro0.551s (+10.2% 🔺)1.005s (~)0.453s601.05x
🐘 PostgresNitro0.570s (-4.1%)1.040s (~)0.471s581.08x
💻 LocalNext.js (Turbopack)0.635s (-28.5% 🟢)1.022s (-1.6%)0.388s591.20x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.423s (-48.2% 🟢)4.823s (-42.2% 🟢)1.400s131.00x
▲ VercelNext.js (Turbopack)3.636s (-42.4% 🟢)5.119s (-37.1% 🟢)1.483s121.06x
▲ VercelExpress9.224s (+102.8% 🔺)10.433s (+61.0% 🔺)1.209s62.69x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.197s (-11.8% 🟢)2.007s (-1.1%)0.810s451.00x
🐘 PostgresNitro1.275s (-8.2% 🟢)2.007s (-1.1%)0.732s451.07x
🐘 PostgresNext.js (Turbopack)1.278s (-34.1% 🟢)2.007s (-3.3%)0.729s451.07x
💻 LocalExpress1.364s (-8.3% 🟢)2.006s (~)0.642s451.14x
💻 LocalNitro1.407s (+18.5% 🔺)2.006s (~)0.598s451.18x
💻 LocalNext.js (Turbopack)1.552s (-26.1% 🟢)2.007s (-33.3% 🟢)0.455s451.30x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro7.891s (-33.2% 🟢)10.140s (-28.4% 🟢)2.249s91.00x
▲ VercelExpress16.168s (-7.6% 🟢)18.077s (-5.7% 🟢)1.909s52.05x
▲ VercelNext.js (Turbopack)17.124s (+26.0% 🔺)18.909s (+23.4% 🔺)1.785s52.17x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.483s (-8.4% 🟢)3.058s (-1.7%)0.576s401.00x
🐘 PostgresNext.js (Turbopack)2.532s (-34.5% 🟢)3.007s (-26.2% 🟢)0.475s401.02x
🐘 PostgresNitro2.533s (-9.5% 🟢)3.112s (-1.7%)0.579s391.02x
💻 LocalExpress2.942s (-8.0% 🟢)3.332s (-16.9% 🟢)0.390s371.18x
💻 LocalNitro3.123s (+14.4% 🔺)3.626s (+12.5% 🔺)0.503s341.26x
💻 LocalNext.js (Turbopack)3.415s (-21.4% 🟢)4.010s (-20.0% 🟢)0.594s301.38x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro18.647s (-29.1% 🟢)20.093s (-28.5% 🟢)1.446s61.00x
▲ VercelExpress24.035s (-7.8% 🟢)25.612s (-8.6% 🟢)1.577s51.29x
▲ VercelNext.js (Turbopack)32.111s (+28.5% 🔺)33.973s (+26.9% 🔺)1.862s41.72x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.165s (-44.0% 🟢)1.006s (~)0.841s601.00x
🐘 PostgresExpress0.206s (-11.0% 🟢)1.006s (~)0.800s601.25x
🐘 PostgresNitro0.210s (-11.0% 🟢)1.006s (~)0.796s601.27x
💻 LocalNitro0.338s (-9.3% 🟢)1.004s (~)0.666s602.06x
💻 LocalExpress0.339s (-22.8% 🟢)1.005s (~)0.665s602.06x
💻 LocalNext.js (Turbopack)0.639s (+9.7% 🔺)1.022s (+1.7%)0.384s593.88x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.666s (-11.0% 🟢)3.772s (-2.9%)2.106s161.00x
▲ VercelExpress1.989s (+28.3% 🔺)3.457s (+20.5% 🔺)1.468s181.19x
▲ VercelNitro2.587s (+100.4% 🔺)3.899s (+35.7% 🔺)1.312s171.55x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.264s (-51.0% 🟢)1.017s (-9.0% 🟢)0.753s891.00x
🐘 PostgresNitro0.323s (-5.5% 🟢)1.017s (~)0.694s891.22x
🐘 PostgresExpress0.328s (-7.8% 🟢)1.006s (-3.2%)0.679s901.24x
💻 LocalExpress1.968s (-5.8% 🟢)2.468s (-7.1% 🟢)0.500s377.45x
💻 LocalNitro2.032s (+33.3% 🔺)2.496s (+15.9% 🔺)0.464s377.69x
💻 LocalNext.js (Turbopack)2.738s (+17.5% 🔺)3.454s (+12.3% 🔺)0.716s2710.37x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)6.074s (+99.6% 🔺)8.240s (+72.0% 🔺)2.167s121.00x
▲ VercelExpress6.107s (+108.7% 🔺)7.857s (+63.8% 🔺)1.750s131.01x
▲ VercelNitro8.292s (+202.0% 🔺)10.318s (+115.8% 🔺)2.026s101.37x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.463s (-82.3% 🟢)2.959s (-14.8% 🟢)2.496s411.00x
🐘 PostgresExpress0.494s (-13.1% 🟢)1.023s (-15.9% 🟢)0.529s1181.07x
🐘 PostgresNitro0.502s (-11.6% 🟢)1.023s (-17.0% 🟢)0.520s1181.08x
💻 LocalExpress9.335s (+12.4% 🔺)10.032s (+13.0% 🔺)0.697s1220.15x
💻 LocalNitro9.675s (+53.3% 🔺)10.614s (+57.4% 🔺)0.939s1220.89x
💻 LocalNext.js (Turbopack)10.888s (+1.2%)12.033s (+4.0%)1.145s1023.51x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.454s (-34.5% 🟢)5.073s (-27.7% 🟢)1.619s241.00x
▲ VercelNext.js (Turbopack)5.376s (+11.0% 🔺)6.979s (+6.8% 🔺)1.603s181.56x
▲ VercelExpress7.141s (+30.7% 🔺)8.611s (+21.5% 🔺)1.470s142.07x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.147s (-6.8% 🟢)2.001s (~)0.001s (-7.7% 🟢)2.009s (~)0.863s101.00x
💻 LocalExpress1.154s (~)2.005s (~)0.012s (+20.8% 🔺)2.019s (~)0.866s101.01x
🐘 PostgresNitro1.165s (~)1.995s (~)0.001s (+40.0% 🔺)2.012s (~)0.847s101.02x
💻 LocalNitro1.165s (+4.2%)2.005s (~)0.010s (-63.7% 🟢)2.017s (-1.0%)0.853s101.02x
💻 LocalNext.js (Turbopack)1.173s (-3.1%)2.004s (~)0.013s (~)2.020s (~)0.848s101.02x
🐘 PostgresExpress1.179s (~)1.998s (~)0.001s (-9.1% 🟢)2.010s (~)0.831s101.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.059s (+53.8% 🔺)4.764s (+25.2% 🔺)7.793s (+882.4% 🔺)12.996s (+157.1% 🔺)8.937s101.00x
▲ VercelExpress4.248s (+76.9% 🔺)5.112s (+39.0% 🔺)7.404s (+899.2% 🔺)13.399s (+174.9% 🔺)9.151s101.05x
▲ VercelNext.js (Turbopack)4.357s (+72.8% 🔺)4.965s (+30.0% 🔺)11.156s (+1281.7% 🔺)17.081s (+236.0% 🔺)12.723s101.07x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.560s (~)2.010s (~)0.012s (-10.3% 🟢)2.023s (~)0.463s301.00x
💻 LocalNitro1.560s (+8.5% 🔺)2.010s (~)0.013s (-27.0% 🟢)2.025s (~)0.465s301.00x
🐘 PostgresNext.js (Turbopack)1.569s (-12.1% 🟢)2.010s (~)0.005s (-7.1% 🟢)2.023s (~)0.455s301.01x
🐘 PostgresNitro1.573s (~)2.003s (~)0.005s (-6.8% 🟢)2.026s (~)0.452s301.01x
🐘 PostgresExpress1.579s (~)2.003s (~)0.005s (+12.1% 🔺)2.027s (~)0.449s301.01x
💻 LocalNext.js (Turbopack)1.641s (-6.2% 🟢)2.010s (~)0.012s (-4.6%)2.025s (~)0.385s301.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro6.368s (-11.1% 🟢)7.706s (-11.0% 🟢)0.234s (-1.3%)8.373s (-11.0% 🟢)2.006s81.00x
▲ VercelNext.js (Turbopack)6.663s (-21.6% 🟢)7.937s (-19.1% 🟢)0.244s (-7.4% 🟢)8.585s (-18.8% 🟢)1.922s71.05x
▲ VercelExpress7.056s (+10.5% 🔺)8.348s (+6.9% 🔺)0.590s (+229.7% 🔺)9.403s (+11.2% 🔺)2.347s71.11x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.721s (-6.8% 🟢)1.043s (-0.5%)0.000s (-3.5%)1.061s (-3.0%)0.340s571.00x
🐘 PostgresExpress0.724s (-5.3% 🟢)1.049s (+2.4%)0.000s (-50.9% 🟢)1.059s (~)0.335s581.00x
🐘 PostgresNext.js (Turbopack)0.734s (-28.1% 🟢)1.035s (-29.3% 🟢)0.000s (+6.0% 🔺)1.041s (-29.3% 🟢)0.308s581.02x
💻 LocalExpress1.306s (-4.2%)2.013s (~)0.000s (-16.7% 🟢)2.015s (~)0.709s301.81x
💻 LocalNitro1.319s (+22.6% 🔺)2.013s (+9.6% 🔺)0.000s (-56.8% 🟢)2.016s (+9.6% 🔺)0.698s301.83x
💻 LocalNext.js (Turbopack)1.490s (-1.5%)2.013s (~)0.000s (-33.3% 🟢)2.016s (~)0.526s302.07x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.410s (+45.5% 🔺)5.351s (+17.2% 🔺)0.000s (+Infinity% 🔺)5.899s (+17.1% 🔺)1.489s111.00x
▲ VercelNitro4.499s (+19.8% 🔺)5.556s (+3.2%)0.000s (~)5.985s (+2.1%)1.487s111.02x
▲ VercelNext.js (Turbopack)4.704s (+36.4% 🔺)5.845s (+22.6% 🔺)0.000s (-100.0% 🟢)6.267s (+19.1% 🔺)1.563s101.07x

🔍 Observability: Express | Nitro | Next.js (Turbopack)

fan-out fan-in 10 streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.525s (-1.7%)2.172s (+1.8%)0.000s (+3.6%)2.187s (+1.9%)0.662s281.00x
🐘 PostgresExpress1.664s (+3.1%)2.289s (+10.9% 🔺)0.000s (NaN%)2.316s (+10.9% 🔺)0.652s271.09x
🐘 PostgresNext.js (Turbopack)1.950s (-7.6% 🟢)2.503s (-3.2%)0.000s (~)2.519s (-3.0%)0.569s241.28x
💻 LocalNitro3.299s (+49.5% 🔺)3.965s (+44.6% 🔺)0.001s (-14.9% 🟢)3.971s (+44.2% 🔺)0.673s162.16x
💻 LocalExpress3.397s (+15.9% 🔺)3.839s (+4.6%)0.001s (+70.0% 🔺)3.845s (+4.7%)0.448s162.23x
💻 LocalNext.js (Turbopack)4.337s (+49.5% 🔺)4.799s (+42.9% 🔺)0.000s (-38.5% 🟢)4.805s (+42.9% 🔺)0.468s132.84x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro6.338s (+20.8% 🔺)7.631s (+18.2% 🔺)0.000s (+Infinity% 🔺)8.034s (+16.0% 🔺)1.696s81.00x
▲ VercelExpress6.579s (+15.6% 🔺)7.461s (+3.3%)0.000s (NaN%)7.856s (+2.2%)1.276s81.04x
▲ VercelNext.js (Turbopack)6.590s (-9.1% 🟢)7.884s (-6.1% 🟢)0.000s (+200.0% 🔺)8.301s (-6.2% 🟢)1.711s81.04x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalExpress16/21
🐘 PostgresNext.js (Turbopack)11/21
▲ VercelNitro9/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres13/21
Next.js (Turbopack)🐘 Postgres17/21
Nitro🐘 Postgres14/21
Column Definitions
  • Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
  • TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
  • Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
  • Wall Time: Total testbench time (trigger workflow + poll for result)
  • Overhead: Testbench overhead (Wall Time - Workflow Time)
  • Samples: Number of benchmark iterations run
  • vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

  • 💻 Local: In-memory filesystem world (local development)
  • 🐘 Postgres: PostgreSQL database world (local development)
  • ▲ Vercel: Vercel production/preview deployment
  • 🌐 Turso: Community world (local development)
  • 🌐 MongoDB: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Jazz: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Redis + BullMQ: Community world (local development)
  • 🌐 Cloudflare: Community world (local development)
  • 🌐 MySQL: Community world (local development)
  • 🌐 Azure: Community world (local development)
  • 🌐 NATS JetStream: Community world (local development)
  • 🌐 Upstash: Community world (local development)

📋 View full workflow run

@github-actions

github-actionsBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

🧪 E2E Test Results

Some tests failed

Summary

PassedFailedSkippedTotal
❌ ▲ Vercel Production144022301672
✅ 💻 Local Development190902192128
✅ 📦 Local Production190902192128
✅ 🐘 Local Postgres189502332128
✅ 🪟 Windows15200152
✅ 📋 Other88501791064
Total8190210809272

❌ Failed Tests

▲ Vercel Production (2 failed)

fastify (1 failed):

vite (1 failed):

  • hookGetConflictThenStepParallelWorkflow - hook.getConflict() continuation step runs alongside other steps | wrun_01KVEZD87EZ0QD88HVEV23TCFV | 🔍 observability

Details by Category

❌ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro125027
✅ example125027
✅ express125027
❌ fastify124127
✅ hono125027
✅ nextjs-turbopack14903
✅ nextjs-webpack14903
✅ nitro125027
✅ nuxt125027
✅ sveltekit14408
❌ vite124127
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable127025
✅ express-stable127025
✅ fastify-stable127025
✅ hono-stable127025
✅ nextjs-turbopack-canary133019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15200
✅ nextjs-turbopack-stable-lazy-discovery-enabled15200
✅ nextjs-webpack-canary133019
✅ nextjs-webpack-stable-lazy-discovery-disabled15200
✅ nextjs-webpack-stable-lazy-discovery-enabled15200
✅ nitro-stable127025
✅ nuxt-stable127025
✅ sveltekit-stable14606
✅ vite-stable127025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable127025
✅ express-stable127025
✅ fastify-stable127025
✅ hono-stable127025
✅ nextjs-turbopack-canary133019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15200
✅ nextjs-turbopack-stable-lazy-discovery-enabled15200
✅ nextjs-webpack-canary133019
✅ nextjs-webpack-stable-lazy-discovery-disabled15200
✅ nextjs-webpack-stable-lazy-discovery-enabled15200
✅ nitro-stable127025
✅ nuxt-stable127025
✅ sveltekit-stable14606
✅ vite-stable127025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable126026
✅ express-stable126026
✅ fastify-stable126026
✅ hono-stable126026
✅ nextjs-turbopack-canary132020
✅ nextjs-turbopack-stable-lazy-discovery-disabled15101
✅ nextjs-turbopack-stable-lazy-discovery-enabled15101
✅ nextjs-webpack-canary132020
✅ nextjs-webpack-stable-lazy-discovery-disabled15101
✅ nextjs-webpack-stable-lazy-discovery-enabled15101
✅ nitro-stable126026
✅ nuxt-stable126026
✅ sveltekit-stable14507
✅ vite-stable126026
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack15200
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable127025
✅ e2e-local-dev-tanstack-start-127025
✅ e2e-local-postgres-nest-stable126026
✅ e2e-local-postgres-tanstack-start-126026
✅ e2e-local-prod-nest-stable127025
✅ e2e-local-prod-tanstack-start-127025
✅ e2e-vercel-prod-tanstack-start125027

📋 View full workflow run


Some E2E test jobs failed:

  • Vercel Prod: failure
  • Local Dev: success
  • Local Prod: success
  • Local Postgres: success
  • Windows: success

Check the workflow run for details.

…P paths
Codify the guardrail that the v4 regression revealed: any outgoing
world-vercel request must call injectTraceContextIntoHeaders (auto-
instrumentation can't be relied on with the custom dispatcher / global fetch),
with a test in trace-propagation.test.ts.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@karthikscale3
karthikscale3 merged commit 90efb96 into mainJun 19, 2026
118 of 121 checks passed
@karthikscale3
karthikscale3 deleted the karthik/v4-trace-injection branch June 19, 2026 14:02
@github-actionsgithub-actionsBot mentioned this pull request Jun 19, 2026
@github-actions

Copy link
Copy Markdown
Contributor

No backport to stable for 90efb96 (AI decision).

The fix builds entirely on main-only behavior: the v4 events path (events-v4.ts, fetchV4, getWorkflowRunEventsV4), the trace-propagation.test.ts file, and the injectTraceContextIntoHeaders trace-injection infrastructure it relies on all do not exist on stable (verified via git ls-tree/git grep origin/stable). The remaining changes are an AGENTS.md guardrail note about that main-only mechanism and a changeset, so there is nothing applicable to backport.

To override, re-run the Backport to stable workflow manually via workflow_dispatch and paste this commit SHA into the ref input:

90efb9653c0f289c3207a8a2f192f2b5ca8c2d61

pranaygp added a commit that referenced this pull request Jun 22, 2026
…testing
* origin/main:
Version Packages (beta) (#2540)
perf(core): memoize step return value hydration across inline replays (#2472)
[core] Fix abort signal not reflected in subsequent step (replay-ordering flake) (#2412)
Amend lazy discovery removal changeset (#2560)
[docs] Document minimum SDK version for using hook.getConflict (#2423)
Update default CODEOWNERS (#2556)
Optimize and fix the default eager build mode (#2546)
Revert "fix(world-vercel): cancel v4 event frame stream on early exit (#2547)" (#2554)
[core] Turbo mode: fast-path the first invocation (#2526)
Remove lazy discovery from workflow/next (#2545)
fix(world-vercel): cancel v4 event frame stream on early exit (#2547)
feat(docs): add eve and AI SDK to product switcher (#2543)
[vitest] Fix local imports failing to load in test step bundles (#2351)
[builders] Fix unicode-escape crash in workflow graph extraction (#2324)
Version Packages (beta) (#2495)
otel(world-vercel): inject trace context on v4 event requests (#2533)
Bump undici to 7.28.0 (#2534)
Default source maps to dev-on / prod-off (#2529)
otel: nest linked-mode invocations under the delivery context (route + execution in one trace) (#2527)
perf(core): parallel inline steps + optimistic lazy step start (#2516)
pranaygp added a commit to marcopiraccini/workflow that referenced this pull request Jun 22, 2026
* origin/main: (120 commits)
Version Packages (beta) (vercel#2540)
perf(core): memoize step return value hydration across inline replays (vercel#2472)
[core] Fix abort signal not reflected in subsequent step (replay-ordering flake) (vercel#2412)
Amend lazy discovery removal changeset (vercel#2560)
[docs] Document minimum SDK version for using hook.getConflict (vercel#2423)
Update default CODEOWNERS (vercel#2556)
Optimize and fix the default eager build mode (vercel#2546)
Revert "fix(world-vercel): cancel v4 event frame stream on early exit (vercel#2547)" (vercel#2554)
[core] Turbo mode: fast-path the first invocation (vercel#2526)
Remove lazy discovery from workflow/next (vercel#2545)
fix(world-vercel): cancel v4 event frame stream on early exit (vercel#2547)
feat(docs): add eve and AI SDK to product switcher (vercel#2543)
[vitest] Fix local imports failing to load in test step bundles (vercel#2351)
[builders] Fix unicode-escape crash in workflow graph extraction (vercel#2324)
Version Packages (beta) (vercel#2495)
otel(world-vercel): inject trace context on v4 event requests (vercel#2533)
Bump undici to 7.28.0 (vercel#2534)
Default source maps to dev-on / prod-off (vercel#2529)
otel: nest linked-mode invocations under the delivery context (route + execution in one trace) (vercel#2527)
perf(core): parallel inline steps + optimistic lazy step start (vercel#2516)
...
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants

@karthikscale3@pranaygp
, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all
 blocks
(function() {
function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;
codeBlock.parentElement.setAttribute('data-copy-added', 'true');
var btn = document.createElement('button');
btn.textContent = 'Copy';
btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
codeBlock.parentElement.appendChild(btn);
});
}
addCopyButtons();
// Re-run on dynamic content
var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
otel(world-vercel): inject trace context on v4 event requests by karthikscale3 · Pull Request #2533 · vercel/workflow · GitHub
Skip to content

otel(world-vercel): inject trace context on v4 event requests - #2533

Merged
karthikscale3 merged 3 commits into
mainfrom
karthik/v4-trace-injection
Jun 19, 2026
Merged

otel(world-vercel): inject trace context on v4 event requests#2533
karthikscale3 merged 3 commits into
mainfrom
karthik/v4-trace-injection

Conversation

@karthikscale3

@karthikscale3karthikscale3 commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

Summary

v4 event requests don't propagate W3C trace context to workflow-server, so workflow-server spans never join the /flow execution trace — while v2/v3 calls do. This restores propagation for v4.

Root cause

The explicit trace-context injection added for cross-service correlation lives in world-vercel's makeRequest (the v2/v3 path):

// utils.ts — runs inside the `http <method>` client spanawaitinjectTraceContextIntoHeaders(headers);

The v4 event path (createWorkflowRunEventV4 / getEventV4 / getWorkflowRunEventsV4) was routed through a separate fetchV4 → global fetch helper (to keep v4 traffic visible in Vercel's outgoing-requests view). fetchV4 builds headers from getHttpConfig (auth/UA only), sets X-Request-Time, and calls fetch(...) with a custom undici dispatcher — it never calls injectTraceContextIntoHeaders, and the custom dispatcher means ambient undici auto-instrumentation can't be relied on for injection either.

Net effect, observable in traces:

  • Start-site request (/api/run/... → run-status reads via GET /api/v2/runs/:runId) goes through makeRequesttraceparent injected → workflow-server's server span joins the trace. ✓
  • Inside the /flow route (event writes via POST /api/v4/runs/.../events) goes through fetchV4notraceparent → workflow-server starts a fresh root and never joins the invocation trace. ✗

This is not sampling — the v4 requests genuinely carry no trace context.

Fix

Inject the active trace context in fetchV4, the single choke point for all v4 create/get/list requests, mirroring makeRequest:

init.headers.set('X-Request-Time',Date.now().toString());awaitinjectTraceContextIntoHeaders(init.headers);// ← addedreturnfetch(url,{ method,headers: init.headers, body,dispatcher: getDispatcher(config)});

Now workflow-server joins the /flow execution trace the same way it joins the start-site trace. No-op when no OpenTelemetry SDK is registered.

Guardrail

Adds a note to AGENTS.md (Architecture Notes → "Trace context propagation") requiring every new @workflow/world-vercel HTTP path to call injectTraceContextIntoHeaders and cover it in trace-propagation.test.ts, citing this v4 regression — so a future v5 events API doesn't repeat it.

Testing

  • New test in trace-propagation.test.ts: drives getWorkflowRunEventsV4 inside an active span (MockAgent + real fetch spy, W3C propagator registered) and asserts the outgoing v4 request carries traceparent matching the active span. Fails without the injection.
  • @workflow/world-vercel: full suite 163 passed; build + typecheck clean.

🤖 Generated with Claude Code

The v4 event path (createEvent / getEvent / listEvents) routes through
fetchV4 → global fetch with a custom undici dispatcher, bypassing both the
makeRequest path (where the explicit W3C trace-context injection lives) and
ambient undici auto-instrumentation. As a result, v4 event traffic from the
flow route carried no traceparent, so workflow-server could not parent its
spans to the invocation — its spans never joined the /flow execution trace,
even though v2/v3 reads/writes (via makeRequest) did join.
fetchV4 now calls injectTraceContextIntoHeaders before fetch, the single
choke point for all v4 create/get/list requests, mirroring makeRequest.
No-op when no OpenTelemetry SDK is registered.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@karthikscale3
karthikscale3 requested a review from a team as a code ownerJune 19, 2026 03:11
@changeset-bot

changeset-botBot commented Jun 19, 2026

Copy link
Copy Markdown

🦋 Changeset detected

Latest commit: 069beae

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 17 packages
NameType
@workflow/world-vercelPatch
@workflow/cliPatch
@workflow/corePatch
@workflow/webPatch
workflowPatch
@workflow/world-testingPatch
@workflow/buildersPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
@workflow/astroPatch
@workflow/nestPatch
@workflow/rollupPatch
@workflow/sveltekitPatch
@workflow/vitePatch
@workflow/nuxtPatch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

@vercel

vercelBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

@github-actions

github-actionsBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.040s (-9.0% 🟢)1.005s (~)0.966s101.00x
💻 LocalNitro0.040s (-2.0%)1.006s (~)0.966s101.01x
💻 LocalNext.js (Turbopack)0.047s (-29.1% 🟢)1.006s (~)0.959s101.18x
🐘 PostgresNext.js (Turbopack)0.056s (-20.9% 🟢)1.011s (~)0.956s101.41x
🐘 PostgresExpress0.057s (-21.9% 🟢)1.013s (~)0.957s101.44x
🐘 PostgresNitro0.061s (-3.0%)1.013s (~)0.952s101.54x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express0.277s (-26.7% 🟢)1.899s (-17.2% 🟢)1.622s101.00x
▲ VercelNext.js (Turbopack)0.293s (+0.8%)2.862s (+51.3% 🔺)2.568s101.06x
▲ VercelNitro0.298s (-20.6% 🟢)2.265s (+0.8%)1.967s101.08x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.083s (-1.7%)2.006s (~)0.923s101.00x
💻 LocalNitro1.085s (~)2.006s (~)0.921s101.00x
💻 LocalNext.js (Turbopack)1.100s (-4.1%)2.007s (~)0.906s101.02x
🐘 PostgresExpress1.102s (-0.5%)2.010s (~)0.908s101.02x
🐘 PostgresNext.js (Turbopack)1.102s (-3.4%)2.008s (~)0.906s101.02x
🐘 PostgresNitro1.106s (-1.3%)2.009s (~)0.903s101.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.616s (-8.4% 🟢)3.920s (+5.6% 🔺)2.304s101.00x
▲ VercelExpress1.665s (-14.0% 🟢)4.169s (+13.4% 🔺)2.504s101.03x
▲ VercelNitro3.597s (+55.2% 🔺)5.161s (+29.3% 🔺)1.564s102.23x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express10.482s (-0.7%)11.024s (~)0.542s31.00x
🐘 PostgresExpress10.487s (-0.6%)11.017s (~)0.531s31.00x
💻 LocalNitro10.491s (~)11.022s (~)0.531s31.00x
🐘 PostgresNitro10.518s (~)11.017s (~)0.499s31.00x
💻 LocalNext.js (Turbopack)10.555s (-2.3%)11.023s (~)0.468s31.01x
🐘 PostgresNext.js (Turbopack)10.576s (-2.6%)11.018s (~)0.443s31.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express13.542s (-25.1% 🟢)14.891s (-25.4% 🟢)1.349s31.00x
▲ VercelNitro13.562s (-28.5% 🟢)15.460s (-27.4% 🟢)1.899s21.00x
▲ VercelNext.js (Turbopack)14.129s (-1.3%)15.859s (-2.7%)1.730s21.04x

🔍 Observability: Express | Nitro | Next.js (Turbopack)

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express13.650s (-0.8%)14.027s (~)0.377s51.00x
💻 LocalNitro13.655s (~)14.027s (~)0.372s51.00x
🐘 PostgresExpress13.717s (-1.0%)14.019s (~)0.302s51.00x
🐘 PostgresNitro13.728s (-0.8%)14.019s (~)0.290s51.01x
🐘 PostgresNext.js (Turbopack)13.756s (-4.7%)14.020s (-6.6% 🟢)0.264s51.01x
💻 LocalNext.js (Turbopack)13.785s (-4.1%)14.028s (-6.7% 🟢)0.243s51.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro21.620s (-30.6% 🟢)22.973s (-29.4% 🟢)1.353s31.00x
▲ VercelExpress21.803s (-10.0% 🟢)23.047s (-12.0% 🟢)1.244s31.01x
▲ VercelNext.js (Turbopack)21.861s (-38.3% 🟢)23.683s (-35.7% 🟢)1.822s31.01x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express12.216s (-2.6%)13.026s (~)0.810s71.00x
💻 LocalNitro12.228s (+1.3%)13.025s (+1.0%)0.797s71.00x
🐘 PostgresNitro12.322s (-1.6%)13.014s (~)0.692s71.01x
🐘 PostgresExpress12.341s (-0.8%)13.016s (~)0.675s71.01x
💻 LocalNext.js (Turbopack)12.430s (-9.0% 🟢)13.026s (-7.1% 🟢)0.595s71.02x
🐘 PostgresNext.js (Turbopack)12.492s (-9.9% 🟢)13.015s (-8.1% 🟢)0.524s71.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express26.655s (-24.0% 🟢)28.257s (-23.4% 🟢)1.602s41.00x
▲ VercelNext.js (Turbopack)26.919s (-23.5% 🟢)29.117s (-21.1% 🟢)2.197s41.01x
▲ VercelNitro31.805s (-18.3% 🟢)33.394s (-18.4% 🟢)1.590s41.19x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.169s (-9.2% 🟢)2.008s (~)0.839s151.00x
💻 LocalExpress1.185s (+1.7%)2.006s (~)0.821s151.01x
🐘 PostgresNitro1.186s (-1.0%)2.009s (~)0.823s151.02x
🐘 PostgresExpress1.201s (-1.0%)2.008s (~)0.807s151.03x
💻 LocalNitro1.228s (+5.0%)2.006s (~)0.778s151.05x
💻 LocalNext.js (Turbopack)1.310s (+1.1%)2.006s (~)0.696s151.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.327s (-20.1% 🟢)3.923s (-11.0% 🟢)1.596s81.00x
▲ VercelExpress2.468s (+11.2% 🔺)3.675s (-5.4% 🟢)1.207s91.06x
▲ VercelNext.js (Turbopack)4.480s (+67.9% 🔺)6.200s (+51.3% 🔺)1.721s71.92x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.254s (-23.4% 🟢)2.222s (-7.2% 🟢)0.968s141.00x
🐘 PostgresExpress1.274s (-10.6% 🟢)2.007s (-16.1% 🟢)0.733s151.02x
🐘 PostgresNitro1.289s (-5.5% 🟢)2.074s (-17.3% 🟢)0.784s151.03x
💻 LocalExpress2.128s (+30.8% 🔺)2.392s (+19.2% 🔺)0.264s131.70x
💻 LocalNitro2.164s (+39.5% 🔺)2.590s (+28.8% 🔺)0.426s121.73x
💻 LocalNext.js (Turbopack)2.381s (+24.6% 🔺)3.009s (+31.2% 🔺)0.628s101.90x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)7.861s (+75.1% 🔺)10.043s (+55.0% 🔺)2.182s31.00x
▲ VercelNitro9.229s (+128.0% 🔺)10.968s (+92.4% 🔺)1.739s41.17x
▲ VercelExpress10.520s (+165.6% 🔺)12.136s (+114.0% 🔺)1.616s31.34x

🔍 Observability: Next.js (Turbopack) | Nitro | Express

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.461s (-8.4% 🟢)3.455s (-13.8% 🟢)1.994s91.00x
🐘 PostgresNext.js (Turbopack)1.470s (-53.5% 🟢)3.761s (-12.6% 🟢)2.291s81.01x
🐘 PostgresExpress1.492s (-15.4% 🟢)3.456s (-11.1% 🟢)1.964s91.02x
💻 LocalNitro4.650s (+35.9% 🔺)5.012s (+25.0% 🔺)0.362s63.18x
💻 LocalExpress5.335s (+22.1% 🔺)6.013s (+23.5% 🔺)0.678s53.65x
💻 LocalNext.js (Turbopack)6.964s (+20.6% 🔺)7.769s (+25.0% 🔺)0.805s44.77x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)11.897s (+111.5% 🔺)13.836s (+79.3% 🔺)1.939s31.00x
▲ VercelExpress13.950s (+153.4% 🔺)16.117s (+103.3% 🔺)2.167s21.17x
▲ VercelNitro16.357s (+167.0% 🔺)17.684s (+112.1% 🔺)1.328s21.37x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.152s (-10.0% 🟢)2.007s (~)0.855s151.00x
🐘 PostgresNitro1.185s (-2.2%)2.006s (~)0.821s151.03x
🐘 PostgresExpress1.193s (-2.0%)2.008s (~)0.815s151.04x
💻 LocalExpress1.203s (-23.7% 🟢)2.006s (~)0.803s151.04x
💻 LocalNitro1.279s (+6.5% 🔺)2.007s (~)0.728s151.11x
💻 LocalNext.js (Turbopack)1.309s (-6.4% 🟢)2.007s (~)0.698s151.14x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)4.966s (+33.5% 🔺)6.609s (+26.4% 🔺)1.643s51.00x
▲ VercelNitro5.177s (+45.1% 🔺)6.518s (+23.2% 🔺)1.341s51.04x
▲ VercelExpress13.445s (+478.7% 🔺)16.466s (+332.7% 🔺)3.021s32.71x

🔍 Observability: Next.js (Turbopack) | Nitro | Express

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.256s (-18.6% 🟢)2.008s (-9.6% 🟢)0.752s151.00x
🐘 PostgresExpress1.277s (-6.5% 🟢)2.008s (-13.3% 🟢)0.731s151.02x
🐘 PostgresNitro1.384s (-4.1%)2.075s (-13.3% 🟢)0.691s151.10x
💻 LocalNitro1.961s (+15.8% 🔺)2.315s (+15.2% 🔺)0.354s131.56x
💻 LocalExpress2.016s (+6.2% 🔺)2.592s (+20.6% 🔺)0.576s121.60x
💻 LocalNext.js (Turbopack)2.281s (+5.2% 🔺)3.009s (~)0.728s101.82x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express6.611s (+142.5% 🔺)8.229s (+80.1% 🔺)1.618s41.00x
▲ VercelNext.js (Turbopack)13.023s (+191.7% 🔺)14.557s (+136.5% 🔺)1.534s31.97x
▲ VercelNitro18.892s (+574.8% 🔺)20.055s (+379.6% 🔺)1.164s22.86x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.458s (-64.1% 🟢)3.884s (-12.6% 🟢)2.426s81.00x
🐘 PostgresExpress1.476s (-18.0% 🟢)3.309s (-17.5% 🟢)1.833s101.01x
🐘 PostgresNitro1.489s (-17.5% 🟢)3.675s (-14.5% 🟢)2.186s91.02x
💻 LocalNitro5.152s (+14.7% 🔺)5.679s (+13.3% 🔺)0.527s63.53x
💻 LocalExpress5.757s (+25.4% 🔺)6.215s (+24.0% 🔺)0.458s53.95x
💻 LocalNext.js (Turbopack)6.874s (+18.4% 🔺)7.419s (+15.6% 🔺)0.546s54.71x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)5.145s (+36.0% 🔺)7.663s (+46.5% 🔺)2.518s41.00x
▲ VercelExpress16.087s (+90.9% 🔺)17.127s (+67.2% 🔺)1.040s23.13x
▲ VercelNitro16.343s (+17.9% 🔺)17.353s (+10.8% 🔺)1.010s23.18x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.527s (-7.7% 🟢)1.023s (+1.7%)0.496s591.00x
💻 LocalExpress0.532s (-14.8% 🟢)1.005s (-1.7%)0.472s601.01x
🐘 PostgresNext.js (Turbopack)0.548s (-34.4% 🟢)1.023s (~)0.475s591.04x
💻 LocalNitro0.551s (+10.2% 🔺)1.005s (~)0.453s601.05x
🐘 PostgresNitro0.570s (-4.1%)1.040s (~)0.471s581.08x
💻 LocalNext.js (Turbopack)0.635s (-28.5% 🟢)1.022s (-1.6%)0.388s591.20x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.423s (-48.2% 🟢)4.823s (-42.2% 🟢)1.400s131.00x
▲ VercelNext.js (Turbopack)3.636s (-42.4% 🟢)5.119s (-37.1% 🟢)1.483s121.06x
▲ VercelExpress9.224s (+102.8% 🔺)10.433s (+61.0% 🔺)1.209s62.69x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.197s (-11.8% 🟢)2.007s (-1.1%)0.810s451.00x
🐘 PostgresNitro1.275s (-8.2% 🟢)2.007s (-1.1%)0.732s451.07x
🐘 PostgresNext.js (Turbopack)1.278s (-34.1% 🟢)2.007s (-3.3%)0.729s451.07x
💻 LocalExpress1.364s (-8.3% 🟢)2.006s (~)0.642s451.14x
💻 LocalNitro1.407s (+18.5% 🔺)2.006s (~)0.598s451.18x
💻 LocalNext.js (Turbopack)1.552s (-26.1% 🟢)2.007s (-33.3% 🟢)0.455s451.30x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro7.891s (-33.2% 🟢)10.140s (-28.4% 🟢)2.249s91.00x
▲ VercelExpress16.168s (-7.6% 🟢)18.077s (-5.7% 🟢)1.909s52.05x
▲ VercelNext.js (Turbopack)17.124s (+26.0% 🔺)18.909s (+23.4% 🔺)1.785s52.17x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.483s (-8.4% 🟢)3.058s (-1.7%)0.576s401.00x
🐘 PostgresNext.js (Turbopack)2.532s (-34.5% 🟢)3.007s (-26.2% 🟢)0.475s401.02x
🐘 PostgresNitro2.533s (-9.5% 🟢)3.112s (-1.7%)0.579s391.02x
💻 LocalExpress2.942s (-8.0% 🟢)3.332s (-16.9% 🟢)0.390s371.18x
💻 LocalNitro3.123s (+14.4% 🔺)3.626s (+12.5% 🔺)0.503s341.26x
💻 LocalNext.js (Turbopack)3.415s (-21.4% 🟢)4.010s (-20.0% 🟢)0.594s301.38x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro18.647s (-29.1% 🟢)20.093s (-28.5% 🟢)1.446s61.00x
▲ VercelExpress24.035s (-7.8% 🟢)25.612s (-8.6% 🟢)1.577s51.29x
▲ VercelNext.js (Turbopack)32.111s (+28.5% 🔺)33.973s (+26.9% 🔺)1.862s41.72x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.165s (-44.0% 🟢)1.006s (~)0.841s601.00x
🐘 PostgresExpress0.206s (-11.0% 🟢)1.006s (~)0.800s601.25x
🐘 PostgresNitro0.210s (-11.0% 🟢)1.006s (~)0.796s601.27x
💻 LocalNitro0.338s (-9.3% 🟢)1.004s (~)0.666s602.06x
💻 LocalExpress0.339s (-22.8% 🟢)1.005s (~)0.665s602.06x
💻 LocalNext.js (Turbopack)0.639s (+9.7% 🔺)1.022s (+1.7%)0.384s593.88x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.666s (-11.0% 🟢)3.772s (-2.9%)2.106s161.00x
▲ VercelExpress1.989s (+28.3% 🔺)3.457s (+20.5% 🔺)1.468s181.19x
▲ VercelNitro2.587s (+100.4% 🔺)3.899s (+35.7% 🔺)1.312s171.55x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.264s (-51.0% 🟢)1.017s (-9.0% 🟢)0.753s891.00x
🐘 PostgresNitro0.323s (-5.5% 🟢)1.017s (~)0.694s891.22x
🐘 PostgresExpress0.328s (-7.8% 🟢)1.006s (-3.2%)0.679s901.24x
💻 LocalExpress1.968s (-5.8% 🟢)2.468s (-7.1% 🟢)0.500s377.45x
💻 LocalNitro2.032s (+33.3% 🔺)2.496s (+15.9% 🔺)0.464s377.69x
💻 LocalNext.js (Turbopack)2.738s (+17.5% 🔺)3.454s (+12.3% 🔺)0.716s2710.37x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)6.074s (+99.6% 🔺)8.240s (+72.0% 🔺)2.167s121.00x
▲ VercelExpress6.107s (+108.7% 🔺)7.857s (+63.8% 🔺)1.750s131.01x
▲ VercelNitro8.292s (+202.0% 🔺)10.318s (+115.8% 🔺)2.026s101.37x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.463s (-82.3% 🟢)2.959s (-14.8% 🟢)2.496s411.00x
🐘 PostgresExpress0.494s (-13.1% 🟢)1.023s (-15.9% 🟢)0.529s1181.07x
🐘 PostgresNitro0.502s (-11.6% 🟢)1.023s (-17.0% 🟢)0.520s1181.08x
💻 LocalExpress9.335s (+12.4% 🔺)10.032s (+13.0% 🔺)0.697s1220.15x
💻 LocalNitro9.675s (+53.3% 🔺)10.614s (+57.4% 🔺)0.939s1220.89x
💻 LocalNext.js (Turbopack)10.888s (+1.2%)12.033s (+4.0%)1.145s1023.51x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.454s (-34.5% 🟢)5.073s (-27.7% 🟢)1.619s241.00x
▲ VercelNext.js (Turbopack)5.376s (+11.0% 🔺)6.979s (+6.8% 🔺)1.603s181.56x
▲ VercelExpress7.141s (+30.7% 🔺)8.611s (+21.5% 🔺)1.470s142.07x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.147s (-6.8% 🟢)2.001s (~)0.001s (-7.7% 🟢)2.009s (~)0.863s101.00x
💻 LocalExpress1.154s (~)2.005s (~)0.012s (+20.8% 🔺)2.019s (~)0.866s101.01x
🐘 PostgresNitro1.165s (~)1.995s (~)0.001s (+40.0% 🔺)2.012s (~)0.847s101.02x
💻 LocalNitro1.165s (+4.2%)2.005s (~)0.010s (-63.7% 🟢)2.017s (-1.0%)0.853s101.02x
💻 LocalNext.js (Turbopack)1.173s (-3.1%)2.004s (~)0.013s (~)2.020s (~)0.848s101.02x
🐘 PostgresExpress1.179s (~)1.998s (~)0.001s (-9.1% 🟢)2.010s (~)0.831s101.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.059s (+53.8% 🔺)4.764s (+25.2% 🔺)7.793s (+882.4% 🔺)12.996s (+157.1% 🔺)8.937s101.00x
▲ VercelExpress4.248s (+76.9% 🔺)5.112s (+39.0% 🔺)7.404s (+899.2% 🔺)13.399s (+174.9% 🔺)9.151s101.05x
▲ VercelNext.js (Turbopack)4.357s (+72.8% 🔺)4.965s (+30.0% 🔺)11.156s (+1281.7% 🔺)17.081s (+236.0% 🔺)12.723s101.07x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.560s (~)2.010s (~)0.012s (-10.3% 🟢)2.023s (~)0.463s301.00x
💻 LocalNitro1.560s (+8.5% 🔺)2.010s (~)0.013s (-27.0% 🟢)2.025s (~)0.465s301.00x
🐘 PostgresNext.js (Turbopack)1.569s (-12.1% 🟢)2.010s (~)0.005s (-7.1% 🟢)2.023s (~)0.455s301.01x
🐘 PostgresNitro1.573s (~)2.003s (~)0.005s (-6.8% 🟢)2.026s (~)0.452s301.01x
🐘 PostgresExpress1.579s (~)2.003s (~)0.005s (+12.1% 🔺)2.027s (~)0.449s301.01x
💻 LocalNext.js (Turbopack)1.641s (-6.2% 🟢)2.010s (~)0.012s (-4.6%)2.025s (~)0.385s301.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro6.368s (-11.1% 🟢)7.706s (-11.0% 🟢)0.234s (-1.3%)8.373s (-11.0% 🟢)2.006s81.00x
▲ VercelNext.js (Turbopack)6.663s (-21.6% 🟢)7.937s (-19.1% 🟢)0.244s (-7.4% 🟢)8.585s (-18.8% 🟢)1.922s71.05x
▲ VercelExpress7.056s (+10.5% 🔺)8.348s (+6.9% 🔺)0.590s (+229.7% 🔺)9.403s (+11.2% 🔺)2.347s71.11x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.721s (-6.8% 🟢)1.043s (-0.5%)0.000s (-3.5%)1.061s (-3.0%)0.340s571.00x
🐘 PostgresExpress0.724s (-5.3% 🟢)1.049s (+2.4%)0.000s (-50.9% 🟢)1.059s (~)0.335s581.00x
🐘 PostgresNext.js (Turbopack)0.734s (-28.1% 🟢)1.035s (-29.3% 🟢)0.000s (+6.0% 🔺)1.041s (-29.3% 🟢)0.308s581.02x
💻 LocalExpress1.306s (-4.2%)2.013s (~)0.000s (-16.7% 🟢)2.015s (~)0.709s301.81x
💻 LocalNitro1.319s (+22.6% 🔺)2.013s (+9.6% 🔺)0.000s (-56.8% 🟢)2.016s (+9.6% 🔺)0.698s301.83x
💻 LocalNext.js (Turbopack)1.490s (-1.5%)2.013s (~)0.000s (-33.3% 🟢)2.016s (~)0.526s302.07x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.410s (+45.5% 🔺)5.351s (+17.2% 🔺)0.000s (+Infinity% 🔺)5.899s (+17.1% 🔺)1.489s111.00x
▲ VercelNitro4.499s (+19.8% 🔺)5.556s (+3.2%)0.000s (~)5.985s (+2.1%)1.487s111.02x
▲ VercelNext.js (Turbopack)4.704s (+36.4% 🔺)5.845s (+22.6% 🔺)0.000s (-100.0% 🟢)6.267s (+19.1% 🔺)1.563s101.07x

🔍 Observability: Express | Nitro | Next.js (Turbopack)

fan-out fan-in 10 streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.525s (-1.7%)2.172s (+1.8%)0.000s (+3.6%)2.187s (+1.9%)0.662s281.00x
🐘 PostgresExpress1.664s (+3.1%)2.289s (+10.9% 🔺)0.000s (NaN%)2.316s (+10.9% 🔺)0.652s271.09x
🐘 PostgresNext.js (Turbopack)1.950s (-7.6% 🟢)2.503s (-3.2%)0.000s (~)2.519s (-3.0%)0.569s241.28x
💻 LocalNitro3.299s (+49.5% 🔺)3.965s (+44.6% 🔺)0.001s (-14.9% 🟢)3.971s (+44.2% 🔺)0.673s162.16x
💻 LocalExpress3.397s (+15.9% 🔺)3.839s (+4.6%)0.001s (+70.0% 🔺)3.845s (+4.7%)0.448s162.23x
💻 LocalNext.js (Turbopack)4.337s (+49.5% 🔺)4.799s (+42.9% 🔺)0.000s (-38.5% 🟢)4.805s (+42.9% 🔺)0.468s132.84x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro6.338s (+20.8% 🔺)7.631s (+18.2% 🔺)0.000s (+Infinity% 🔺)8.034s (+16.0% 🔺)1.696s81.00x
▲ VercelExpress6.579s (+15.6% 🔺)7.461s (+3.3%)0.000s (NaN%)7.856s (+2.2%)1.276s81.04x
▲ VercelNext.js (Turbopack)6.590s (-9.1% 🟢)7.884s (-6.1% 🟢)0.000s (+200.0% 🔺)8.301s (-6.2% 🟢)1.711s81.04x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalExpress16/21
🐘 PostgresNext.js (Turbopack)11/21
▲ VercelNitro9/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres13/21
Next.js (Turbopack)🐘 Postgres17/21
Nitro🐘 Postgres14/21
Column Definitions
  • Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
  • TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
  • Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
  • Wall Time: Total testbench time (trigger workflow + poll for result)
  • Overhead: Testbench overhead (Wall Time - Workflow Time)
  • Samples: Number of benchmark iterations run
  • vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

  • 💻 Local: In-memory filesystem world (local development)
  • 🐘 Postgres: PostgreSQL database world (local development)
  • ▲ Vercel: Vercel production/preview deployment
  • 🌐 Turso: Community world (local development)
  • 🌐 MongoDB: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Jazz: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Redis + BullMQ: Community world (local development)
  • 🌐 Cloudflare: Community world (local development)
  • 🌐 MySQL: Community world (local development)
  • 🌐 Azure: Community world (local development)
  • 🌐 NATS JetStream: Community world (local development)
  • 🌐 Upstash: Community world (local development)

📋 View full workflow run

@github-actions

github-actionsBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

🧪 E2E Test Results

Some tests failed

Summary

PassedFailedSkippedTotal
❌ ▲ Vercel Production144022301672
✅ 💻 Local Development190902192128
✅ 📦 Local Production190902192128
✅ 🐘 Local Postgres189502332128
✅ 🪟 Windows15200152
✅ 📋 Other88501791064
Total8190210809272

❌ Failed Tests

▲ Vercel Production (2 failed)

fastify (1 failed):

vite (1 failed):

  • hookGetConflictThenStepParallelWorkflow - hook.getConflict() continuation step runs alongside other steps | wrun_01KVEZD87EZ0QD88HVEV23TCFV | 🔍 observability

Details by Category

❌ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro125027
✅ example125027
✅ express125027
❌ fastify124127
✅ hono125027
✅ nextjs-turbopack14903
✅ nextjs-webpack14903
✅ nitro125027
✅ nuxt125027
✅ sveltekit14408
❌ vite124127
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable127025
✅ express-stable127025
✅ fastify-stable127025
✅ hono-stable127025
✅ nextjs-turbopack-canary133019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15200
✅ nextjs-turbopack-stable-lazy-discovery-enabled15200
✅ nextjs-webpack-canary133019
✅ nextjs-webpack-stable-lazy-discovery-disabled15200
✅ nextjs-webpack-stable-lazy-discovery-enabled15200
✅ nitro-stable127025
✅ nuxt-stable127025
✅ sveltekit-stable14606
✅ vite-stable127025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable127025
✅ express-stable127025
✅ fastify-stable127025
✅ hono-stable127025
✅ nextjs-turbopack-canary133019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15200
✅ nextjs-turbopack-stable-lazy-discovery-enabled15200
✅ nextjs-webpack-canary133019
✅ nextjs-webpack-stable-lazy-discovery-disabled15200
✅ nextjs-webpack-stable-lazy-discovery-enabled15200
✅ nitro-stable127025
✅ nuxt-stable127025
✅ sveltekit-stable14606
✅ vite-stable127025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable126026
✅ express-stable126026
✅ fastify-stable126026
✅ hono-stable126026
✅ nextjs-turbopack-canary132020
✅ nextjs-turbopack-stable-lazy-discovery-disabled15101
✅ nextjs-turbopack-stable-lazy-discovery-enabled15101
✅ nextjs-webpack-canary132020
✅ nextjs-webpack-stable-lazy-discovery-disabled15101
✅ nextjs-webpack-stable-lazy-discovery-enabled15101
✅ nitro-stable126026
✅ nuxt-stable126026
✅ sveltekit-stable14507
✅ vite-stable126026
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack15200
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable127025
✅ e2e-local-dev-tanstack-start-127025
✅ e2e-local-postgres-nest-stable126026
✅ e2e-local-postgres-tanstack-start-126026
✅ e2e-local-prod-nest-stable127025
✅ e2e-local-prod-tanstack-start-127025
✅ e2e-vercel-prod-tanstack-start125027

📋 View full workflow run


Some E2E test jobs failed:

  • Vercel Prod: failure
  • Local Dev: success
  • Local Prod: success
  • Local Postgres: success
  • Windows: success

Check the workflow run for details.

…P paths
Codify the guardrail that the v4 regression revealed: any outgoing
world-vercel request must call injectTraceContextIntoHeaders (auto-
instrumentation can't be relied on with the custom dispatcher / global fetch),
with a test in trace-propagation.test.ts.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@karthikscale3
karthikscale3 merged commit 90efb96 into mainJun 19, 2026
118 of 121 checks passed
@karthikscale3
karthikscale3 deleted the karthik/v4-trace-injection branch June 19, 2026 14:02
@github-actionsgithub-actionsBot mentioned this pull request Jun 19, 2026
@github-actions

Copy link
Copy Markdown
Contributor

No backport to stable for 90efb96 (AI decision).

The fix builds entirely on main-only behavior: the v4 events path (events-v4.ts, fetchV4, getWorkflowRunEventsV4), the trace-propagation.test.ts file, and the injectTraceContextIntoHeaders trace-injection infrastructure it relies on all do not exist on stable (verified via git ls-tree/git grep origin/stable). The remaining changes are an AGENTS.md guardrail note about that main-only mechanism and a changeset, so there is nothing applicable to backport.

To override, re-run the Backport to stable workflow manually via workflow_dispatch and paste this commit SHA into the ref input:

90efb9653c0f289c3207a8a2f192f2b5ca8c2d61

pranaygp added a commit that referenced this pull request Jun 22, 2026
…testing
* origin/main:
Version Packages (beta) (#2540)
perf(core): memoize step return value hydration across inline replays (#2472)
[core] Fix abort signal not reflected in subsequent step (replay-ordering flake) (#2412)
Amend lazy discovery removal changeset (#2560)
[docs] Document minimum SDK version for using hook.getConflict (#2423)
Update default CODEOWNERS (#2556)
Optimize and fix the default eager build mode (#2546)
Revert "fix(world-vercel): cancel v4 event frame stream on early exit (#2547)" (#2554)
[core] Turbo mode: fast-path the first invocation (#2526)
Remove lazy discovery from workflow/next (#2545)
fix(world-vercel): cancel v4 event frame stream on early exit (#2547)
feat(docs): add eve and AI SDK to product switcher (#2543)
[vitest] Fix local imports failing to load in test step bundles (#2351)
[builders] Fix unicode-escape crash in workflow graph extraction (#2324)
Version Packages (beta) (#2495)
otel(world-vercel): inject trace context on v4 event requests (#2533)
Bump undici to 7.28.0 (#2534)
Default source maps to dev-on / prod-off (#2529)
otel: nest linked-mode invocations under the delivery context (route + execution in one trace) (#2527)
perf(core): parallel inline steps + optimistic lazy step start (#2516)
pranaygp added a commit to marcopiraccini/workflow that referenced this pull request Jun 22, 2026
* origin/main: (120 commits)
Version Packages (beta) (vercel#2540)
perf(core): memoize step return value hydration across inline replays (vercel#2472)
[core] Fix abort signal not reflected in subsequent step (replay-ordering flake) (vercel#2412)
Amend lazy discovery removal changeset (vercel#2560)
[docs] Document minimum SDK version for using hook.getConflict (vercel#2423)
Update default CODEOWNERS (vercel#2556)
Optimize and fix the default eager build mode (vercel#2546)
Revert "fix(world-vercel): cancel v4 event frame stream on early exit (vercel#2547)" (vercel#2554)
[core] Turbo mode: fast-path the first invocation (vercel#2526)
Remove lazy discovery from workflow/next (vercel#2545)
fix(world-vercel): cancel v4 event frame stream on early exit (vercel#2547)
feat(docs): add eve and AI SDK to product switcher (vercel#2543)
[vitest] Fix local imports failing to load in test step bundles (vercel#2351)
[builders] Fix unicode-escape crash in workflow graph extraction (vercel#2324)
Version Packages (beta) (vercel#2495)
otel(world-vercel): inject trace context on v4 event requests (vercel#2533)
Bump undici to 7.28.0 (vercel#2534)
Default source maps to dev-on / prod-off (vercel#2529)
otel: nest linked-mode invocations under the delivery context (route + execution in one trace) (vercel#2527)
perf(core): parallel inline steps + optimistic lazy step start (vercel#2516)
...
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants

@karthikscale3@pranaygp
, 'i'); if (__m === '*' || __re.test(location.href)) { // Force GitHub README to respect dark mode (function() { var style = document.createElement('style'); style.textContent = ' .markdown-body { color-scheme: dark light; } .markdown-body pre { background: #161b22 !important; } .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; } .markdown-body table th, .markdown-body table td { border-color: #30363d !important; } .markdown-body img { background: #0d1117; } .markdown-body blockquote { border-left-color: #8b949e; } .markdown-body hr { border-color: #30363d; } '; document.head.appendChild(style); })(); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' otel(world-vercel): inject trace context on v4 event requests by karthikscale3 · Pull Request #2533 · vercel/workflow · GitHub
Skip to content

otel(world-vercel): inject trace context on v4 event requests - #2533

Merged
karthikscale3 merged 3 commits into
mainfrom
karthik/v4-trace-injection
Jun 19, 2026
Merged

otel(world-vercel): inject trace context on v4 event requests#2533
karthikscale3 merged 3 commits into
mainfrom
karthik/v4-trace-injection

Conversation

@karthikscale3

@karthikscale3karthikscale3 commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

Summary

v4 event requests don't propagate W3C trace context to workflow-server, so workflow-server spans never join the /flow execution trace — while v2/v3 calls do. This restores propagation for v4.

Root cause

The explicit trace-context injection added for cross-service correlation lives in world-vercel's makeRequest (the v2/v3 path):

// utils.ts — runs inside the `http <method>` client spanawaitinjectTraceContextIntoHeaders(headers);

The v4 event path (createWorkflowRunEventV4 / getEventV4 / getWorkflowRunEventsV4) was routed through a separate fetchV4 → global fetch helper (to keep v4 traffic visible in Vercel's outgoing-requests view). fetchV4 builds headers from getHttpConfig (auth/UA only), sets X-Request-Time, and calls fetch(...) with a custom undici dispatcher — it never calls injectTraceContextIntoHeaders, and the custom dispatcher means ambient undici auto-instrumentation can't be relied on for injection either.

Net effect, observable in traces:

  • Start-site request (/api/run/... → run-status reads via GET /api/v2/runs/:runId) goes through makeRequesttraceparent injected → workflow-server's server span joins the trace. ✓
  • Inside the /flow route (event writes via POST /api/v4/runs/.../events) goes through fetchV4notraceparent → workflow-server starts a fresh root and never joins the invocation trace. ✗

This is not sampling — the v4 requests genuinely carry no trace context.

Fix

Inject the active trace context in fetchV4, the single choke point for all v4 create/get/list requests, mirroring makeRequest:

init.headers.set('X-Request-Time',Date.now().toString());awaitinjectTraceContextIntoHeaders(init.headers);// ← addedreturnfetch(url,{ method,headers: init.headers, body,dispatcher: getDispatcher(config)});

Now workflow-server joins the /flow execution trace the same way it joins the start-site trace. No-op when no OpenTelemetry SDK is registered.

Guardrail

Adds a note to AGENTS.md (Architecture Notes → "Trace context propagation") requiring every new @workflow/world-vercel HTTP path to call injectTraceContextIntoHeaders and cover it in trace-propagation.test.ts, citing this v4 regression — so a future v5 events API doesn't repeat it.

Testing

  • New test in trace-propagation.test.ts: drives getWorkflowRunEventsV4 inside an active span (MockAgent + real fetch spy, W3C propagator registered) and asserts the outgoing v4 request carries traceparent matching the active span. Fails without the injection.
  • @workflow/world-vercel: full suite 163 passed; build + typecheck clean.

🤖 Generated with Claude Code

The v4 event path (createEvent / getEvent / listEvents) routes through
fetchV4 → global fetch with a custom undici dispatcher, bypassing both the
makeRequest path (where the explicit W3C trace-context injection lives) and
ambient undici auto-instrumentation. As a result, v4 event traffic from the
flow route carried no traceparent, so workflow-server could not parent its
spans to the invocation — its spans never joined the /flow execution trace,
even though v2/v3 reads/writes (via makeRequest) did join.
fetchV4 now calls injectTraceContextIntoHeaders before fetch, the single
choke point for all v4 create/get/list requests, mirroring makeRequest.
No-op when no OpenTelemetry SDK is registered.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@karthikscale3
karthikscale3 requested a review from a team as a code ownerJune 19, 2026 03:11
@changeset-bot

changeset-botBot commented Jun 19, 2026

Copy link
Copy Markdown

🦋 Changeset detected

Latest commit: 069beae

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 17 packages
NameType
@workflow/world-vercelPatch
@workflow/cliPatch
@workflow/corePatch
@workflow/webPatch
workflowPatch
@workflow/world-testingPatch
@workflow/buildersPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
@workflow/astroPatch
@workflow/nestPatch
@workflow/rollupPatch
@workflow/sveltekitPatch
@workflow/vitePatch
@workflow/nuxtPatch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

@vercel

vercelBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

@github-actions

github-actionsBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.040s (-9.0% 🟢)1.005s (~)0.966s101.00x
💻 LocalNitro0.040s (-2.0%)1.006s (~)0.966s101.01x
💻 LocalNext.js (Turbopack)0.047s (-29.1% 🟢)1.006s (~)0.959s101.18x
🐘 PostgresNext.js (Turbopack)0.056s (-20.9% 🟢)1.011s (~)0.956s101.41x
🐘 PostgresExpress0.057s (-21.9% 🟢)1.013s (~)0.957s101.44x
🐘 PostgresNitro0.061s (-3.0%)1.013s (~)0.952s101.54x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express0.277s (-26.7% 🟢)1.899s (-17.2% 🟢)1.622s101.00x
▲ VercelNext.js (Turbopack)0.293s (+0.8%)2.862s (+51.3% 🔺)2.568s101.06x
▲ VercelNitro0.298s (-20.6% 🟢)2.265s (+0.8%)1.967s101.08x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.083s (-1.7%)2.006s (~)0.923s101.00x
💻 LocalNitro1.085s (~)2.006s (~)0.921s101.00x
💻 LocalNext.js (Turbopack)1.100s (-4.1%)2.007s (~)0.906s101.02x
🐘 PostgresExpress1.102s (-0.5%)2.010s (~)0.908s101.02x
🐘 PostgresNext.js (Turbopack)1.102s (-3.4%)2.008s (~)0.906s101.02x
🐘 PostgresNitro1.106s (-1.3%)2.009s (~)0.903s101.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.616s (-8.4% 🟢)3.920s (+5.6% 🔺)2.304s101.00x
▲ VercelExpress1.665s (-14.0% 🟢)4.169s (+13.4% 🔺)2.504s101.03x
▲ VercelNitro3.597s (+55.2% 🔺)5.161s (+29.3% 🔺)1.564s102.23x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express10.482s (-0.7%)11.024s (~)0.542s31.00x
🐘 PostgresExpress10.487s (-0.6%)11.017s (~)0.531s31.00x
💻 LocalNitro10.491s (~)11.022s (~)0.531s31.00x
🐘 PostgresNitro10.518s (~)11.017s (~)0.499s31.00x
💻 LocalNext.js (Turbopack)10.555s (-2.3%)11.023s (~)0.468s31.01x
🐘 PostgresNext.js (Turbopack)10.576s (-2.6%)11.018s (~)0.443s31.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express13.542s (-25.1% 🟢)14.891s (-25.4% 🟢)1.349s31.00x
▲ VercelNitro13.562s (-28.5% 🟢)15.460s (-27.4% 🟢)1.899s21.00x
▲ VercelNext.js (Turbopack)14.129s (-1.3%)15.859s (-2.7%)1.730s21.04x

🔍 Observability: Express | Nitro | Next.js (Turbopack)

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express13.650s (-0.8%)14.027s (~)0.377s51.00x
💻 LocalNitro13.655s (~)14.027s (~)0.372s51.00x
🐘 PostgresExpress13.717s (-1.0%)14.019s (~)0.302s51.00x
🐘 PostgresNitro13.728s (-0.8%)14.019s (~)0.290s51.01x
🐘 PostgresNext.js (Turbopack)13.756s (-4.7%)14.020s (-6.6% 🟢)0.264s51.01x
💻 LocalNext.js (Turbopack)13.785s (-4.1%)14.028s (-6.7% 🟢)0.243s51.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro21.620s (-30.6% 🟢)22.973s (-29.4% 🟢)1.353s31.00x
▲ VercelExpress21.803s (-10.0% 🟢)23.047s (-12.0% 🟢)1.244s31.01x
▲ VercelNext.js (Turbopack)21.861s (-38.3% 🟢)23.683s (-35.7% 🟢)1.822s31.01x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express12.216s (-2.6%)13.026s (~)0.810s71.00x
💻 LocalNitro12.228s (+1.3%)13.025s (+1.0%)0.797s71.00x
🐘 PostgresNitro12.322s (-1.6%)13.014s (~)0.692s71.01x
🐘 PostgresExpress12.341s (-0.8%)13.016s (~)0.675s71.01x
💻 LocalNext.js (Turbopack)12.430s (-9.0% 🟢)13.026s (-7.1% 🟢)0.595s71.02x
🐘 PostgresNext.js (Turbopack)12.492s (-9.9% 🟢)13.015s (-8.1% 🟢)0.524s71.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express26.655s (-24.0% 🟢)28.257s (-23.4% 🟢)1.602s41.00x
▲ VercelNext.js (Turbopack)26.919s (-23.5% 🟢)29.117s (-21.1% 🟢)2.197s41.01x
▲ VercelNitro31.805s (-18.3% 🟢)33.394s (-18.4% 🟢)1.590s41.19x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.169s (-9.2% 🟢)2.008s (~)0.839s151.00x
💻 LocalExpress1.185s (+1.7%)2.006s (~)0.821s151.01x
🐘 PostgresNitro1.186s (-1.0%)2.009s (~)0.823s151.02x
🐘 PostgresExpress1.201s (-1.0%)2.008s (~)0.807s151.03x
💻 LocalNitro1.228s (+5.0%)2.006s (~)0.778s151.05x
💻 LocalNext.js (Turbopack)1.310s (+1.1%)2.006s (~)0.696s151.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.327s (-20.1% 🟢)3.923s (-11.0% 🟢)1.596s81.00x
▲ VercelExpress2.468s (+11.2% 🔺)3.675s (-5.4% 🟢)1.207s91.06x
▲ VercelNext.js (Turbopack)4.480s (+67.9% 🔺)6.200s (+51.3% 🔺)1.721s71.92x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.254s (-23.4% 🟢)2.222s (-7.2% 🟢)0.968s141.00x
🐘 PostgresExpress1.274s (-10.6% 🟢)2.007s (-16.1% 🟢)0.733s151.02x
🐘 PostgresNitro1.289s (-5.5% 🟢)2.074s (-17.3% 🟢)0.784s151.03x
💻 LocalExpress2.128s (+30.8% 🔺)2.392s (+19.2% 🔺)0.264s131.70x
💻 LocalNitro2.164s (+39.5% 🔺)2.590s (+28.8% 🔺)0.426s121.73x
💻 LocalNext.js (Turbopack)2.381s (+24.6% 🔺)3.009s (+31.2% 🔺)0.628s101.90x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)7.861s (+75.1% 🔺)10.043s (+55.0% 🔺)2.182s31.00x
▲ VercelNitro9.229s (+128.0% 🔺)10.968s (+92.4% 🔺)1.739s41.17x
▲ VercelExpress10.520s (+165.6% 🔺)12.136s (+114.0% 🔺)1.616s31.34x

🔍 Observability: Next.js (Turbopack) | Nitro | Express

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.461s (-8.4% 🟢)3.455s (-13.8% 🟢)1.994s91.00x
🐘 PostgresNext.js (Turbopack)1.470s (-53.5% 🟢)3.761s (-12.6% 🟢)2.291s81.01x
🐘 PostgresExpress1.492s (-15.4% 🟢)3.456s (-11.1% 🟢)1.964s91.02x
💻 LocalNitro4.650s (+35.9% 🔺)5.012s (+25.0% 🔺)0.362s63.18x
💻 LocalExpress5.335s (+22.1% 🔺)6.013s (+23.5% 🔺)0.678s53.65x
💻 LocalNext.js (Turbopack)6.964s (+20.6% 🔺)7.769s (+25.0% 🔺)0.805s44.77x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)11.897s (+111.5% 🔺)13.836s (+79.3% 🔺)1.939s31.00x
▲ VercelExpress13.950s (+153.4% 🔺)16.117s (+103.3% 🔺)2.167s21.17x
▲ VercelNitro16.357s (+167.0% 🔺)17.684s (+112.1% 🔺)1.328s21.37x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.152s (-10.0% 🟢)2.007s (~)0.855s151.00x
🐘 PostgresNitro1.185s (-2.2%)2.006s (~)0.821s151.03x
🐘 PostgresExpress1.193s (-2.0%)2.008s (~)0.815s151.04x
💻 LocalExpress1.203s (-23.7% 🟢)2.006s (~)0.803s151.04x
💻 LocalNitro1.279s (+6.5% 🔺)2.007s (~)0.728s151.11x
💻 LocalNext.js (Turbopack)1.309s (-6.4% 🟢)2.007s (~)0.698s151.14x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)4.966s (+33.5% 🔺)6.609s (+26.4% 🔺)1.643s51.00x
▲ VercelNitro5.177s (+45.1% 🔺)6.518s (+23.2% 🔺)1.341s51.04x
▲ VercelExpress13.445s (+478.7% 🔺)16.466s (+332.7% 🔺)3.021s32.71x

🔍 Observability: Next.js (Turbopack) | Nitro | Express

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.256s (-18.6% 🟢)2.008s (-9.6% 🟢)0.752s151.00x
🐘 PostgresExpress1.277s (-6.5% 🟢)2.008s (-13.3% 🟢)0.731s151.02x
🐘 PostgresNitro1.384s (-4.1%)2.075s (-13.3% 🟢)0.691s151.10x
💻 LocalNitro1.961s (+15.8% 🔺)2.315s (+15.2% 🔺)0.354s131.56x
💻 LocalExpress2.016s (+6.2% 🔺)2.592s (+20.6% 🔺)0.576s121.60x
💻 LocalNext.js (Turbopack)2.281s (+5.2% 🔺)3.009s (~)0.728s101.82x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express6.611s (+142.5% 🔺)8.229s (+80.1% 🔺)1.618s41.00x
▲ VercelNext.js (Turbopack)13.023s (+191.7% 🔺)14.557s (+136.5% 🔺)1.534s31.97x
▲ VercelNitro18.892s (+574.8% 🔺)20.055s (+379.6% 🔺)1.164s22.86x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.458s (-64.1% 🟢)3.884s (-12.6% 🟢)2.426s81.00x
🐘 PostgresExpress1.476s (-18.0% 🟢)3.309s (-17.5% 🟢)1.833s101.01x
🐘 PostgresNitro1.489s (-17.5% 🟢)3.675s (-14.5% 🟢)2.186s91.02x
💻 LocalNitro5.152s (+14.7% 🔺)5.679s (+13.3% 🔺)0.527s63.53x
💻 LocalExpress5.757s (+25.4% 🔺)6.215s (+24.0% 🔺)0.458s53.95x
💻 LocalNext.js (Turbopack)6.874s (+18.4% 🔺)7.419s (+15.6% 🔺)0.546s54.71x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)5.145s (+36.0% 🔺)7.663s (+46.5% 🔺)2.518s41.00x
▲ VercelExpress16.087s (+90.9% 🔺)17.127s (+67.2% 🔺)1.040s23.13x
▲ VercelNitro16.343s (+17.9% 🔺)17.353s (+10.8% 🔺)1.010s23.18x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.527s (-7.7% 🟢)1.023s (+1.7%)0.496s591.00x
💻 LocalExpress0.532s (-14.8% 🟢)1.005s (-1.7%)0.472s601.01x
🐘 PostgresNext.js (Turbopack)0.548s (-34.4% 🟢)1.023s (~)0.475s591.04x
💻 LocalNitro0.551s (+10.2% 🔺)1.005s (~)0.453s601.05x
🐘 PostgresNitro0.570s (-4.1%)1.040s (~)0.471s581.08x
💻 LocalNext.js (Turbopack)0.635s (-28.5% 🟢)1.022s (-1.6%)0.388s591.20x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.423s (-48.2% 🟢)4.823s (-42.2% 🟢)1.400s131.00x
▲ VercelNext.js (Turbopack)3.636s (-42.4% 🟢)5.119s (-37.1% 🟢)1.483s121.06x
▲ VercelExpress9.224s (+102.8% 🔺)10.433s (+61.0% 🔺)1.209s62.69x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.197s (-11.8% 🟢)2.007s (-1.1%)0.810s451.00x
🐘 PostgresNitro1.275s (-8.2% 🟢)2.007s (-1.1%)0.732s451.07x
🐘 PostgresNext.js (Turbopack)1.278s (-34.1% 🟢)2.007s (-3.3%)0.729s451.07x
💻 LocalExpress1.364s (-8.3% 🟢)2.006s (~)0.642s451.14x
💻 LocalNitro1.407s (+18.5% 🔺)2.006s (~)0.598s451.18x
💻 LocalNext.js (Turbopack)1.552s (-26.1% 🟢)2.007s (-33.3% 🟢)0.455s451.30x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro7.891s (-33.2% 🟢)10.140s (-28.4% 🟢)2.249s91.00x
▲ VercelExpress16.168s (-7.6% 🟢)18.077s (-5.7% 🟢)1.909s52.05x
▲ VercelNext.js (Turbopack)17.124s (+26.0% 🔺)18.909s (+23.4% 🔺)1.785s52.17x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.483s (-8.4% 🟢)3.058s (-1.7%)0.576s401.00x
🐘 PostgresNext.js (Turbopack)2.532s (-34.5% 🟢)3.007s (-26.2% 🟢)0.475s401.02x
🐘 PostgresNitro2.533s (-9.5% 🟢)3.112s (-1.7%)0.579s391.02x
💻 LocalExpress2.942s (-8.0% 🟢)3.332s (-16.9% 🟢)0.390s371.18x
💻 LocalNitro3.123s (+14.4% 🔺)3.626s (+12.5% 🔺)0.503s341.26x
💻 LocalNext.js (Turbopack)3.415s (-21.4% 🟢)4.010s (-20.0% 🟢)0.594s301.38x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro18.647s (-29.1% 🟢)20.093s (-28.5% 🟢)1.446s61.00x
▲ VercelExpress24.035s (-7.8% 🟢)25.612s (-8.6% 🟢)1.577s51.29x
▲ VercelNext.js (Turbopack)32.111s (+28.5% 🔺)33.973s (+26.9% 🔺)1.862s41.72x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.165s (-44.0% 🟢)1.006s (~)0.841s601.00x
🐘 PostgresExpress0.206s (-11.0% 🟢)1.006s (~)0.800s601.25x
🐘 PostgresNitro0.210s (-11.0% 🟢)1.006s (~)0.796s601.27x
💻 LocalNitro0.338s (-9.3% 🟢)1.004s (~)0.666s602.06x
💻 LocalExpress0.339s (-22.8% 🟢)1.005s (~)0.665s602.06x
💻 LocalNext.js (Turbopack)0.639s (+9.7% 🔺)1.022s (+1.7%)0.384s593.88x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.666s (-11.0% 🟢)3.772s (-2.9%)2.106s161.00x
▲ VercelExpress1.989s (+28.3% 🔺)3.457s (+20.5% 🔺)1.468s181.19x
▲ VercelNitro2.587s (+100.4% 🔺)3.899s (+35.7% 🔺)1.312s171.55x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.264s (-51.0% 🟢)1.017s (-9.0% 🟢)0.753s891.00x
🐘 PostgresNitro0.323s (-5.5% 🟢)1.017s (~)0.694s891.22x
🐘 PostgresExpress0.328s (-7.8% 🟢)1.006s (-3.2%)0.679s901.24x
💻 LocalExpress1.968s (-5.8% 🟢)2.468s (-7.1% 🟢)0.500s377.45x
💻 LocalNitro2.032s (+33.3% 🔺)2.496s (+15.9% 🔺)0.464s377.69x
💻 LocalNext.js (Turbopack)2.738s (+17.5% 🔺)3.454s (+12.3% 🔺)0.716s2710.37x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)6.074s (+99.6% 🔺)8.240s (+72.0% 🔺)2.167s121.00x
▲ VercelExpress6.107s (+108.7% 🔺)7.857s (+63.8% 🔺)1.750s131.01x
▲ VercelNitro8.292s (+202.0% 🔺)10.318s (+115.8% 🔺)2.026s101.37x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.463s (-82.3% 🟢)2.959s (-14.8% 🟢)2.496s411.00x
🐘 PostgresExpress0.494s (-13.1% 🟢)1.023s (-15.9% 🟢)0.529s1181.07x
🐘 PostgresNitro0.502s (-11.6% 🟢)1.023s (-17.0% 🟢)0.520s1181.08x
💻 LocalExpress9.335s (+12.4% 🔺)10.032s (+13.0% 🔺)0.697s1220.15x
💻 LocalNitro9.675s (+53.3% 🔺)10.614s (+57.4% 🔺)0.939s1220.89x
💻 LocalNext.js (Turbopack)10.888s (+1.2%)12.033s (+4.0%)1.145s1023.51x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.454s (-34.5% 🟢)5.073s (-27.7% 🟢)1.619s241.00x
▲ VercelNext.js (Turbopack)5.376s (+11.0% 🔺)6.979s (+6.8% 🔺)1.603s181.56x
▲ VercelExpress7.141s (+30.7% 🔺)8.611s (+21.5% 🔺)1.470s142.07x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.147s (-6.8% 🟢)2.001s (~)0.001s (-7.7% 🟢)2.009s (~)0.863s101.00x
💻 LocalExpress1.154s (~)2.005s (~)0.012s (+20.8% 🔺)2.019s (~)0.866s101.01x
🐘 PostgresNitro1.165s (~)1.995s (~)0.001s (+40.0% 🔺)2.012s (~)0.847s101.02x
💻 LocalNitro1.165s (+4.2%)2.005s (~)0.010s (-63.7% 🟢)2.017s (-1.0%)0.853s101.02x
💻 LocalNext.js (Turbopack)1.173s (-3.1%)2.004s (~)0.013s (~)2.020s (~)0.848s101.02x
🐘 PostgresExpress1.179s (~)1.998s (~)0.001s (-9.1% 🟢)2.010s (~)0.831s101.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.059s (+53.8% 🔺)4.764s (+25.2% 🔺)7.793s (+882.4% 🔺)12.996s (+157.1% 🔺)8.937s101.00x
▲ VercelExpress4.248s (+76.9% 🔺)5.112s (+39.0% 🔺)7.404s (+899.2% 🔺)13.399s (+174.9% 🔺)9.151s101.05x
▲ VercelNext.js (Turbopack)4.357s (+72.8% 🔺)4.965s (+30.0% 🔺)11.156s (+1281.7% 🔺)17.081s (+236.0% 🔺)12.723s101.07x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.560s (~)2.010s (~)0.012s (-10.3% 🟢)2.023s (~)0.463s301.00x
💻 LocalNitro1.560s (+8.5% 🔺)2.010s (~)0.013s (-27.0% 🟢)2.025s (~)0.465s301.00x
🐘 PostgresNext.js (Turbopack)1.569s (-12.1% 🟢)2.010s (~)0.005s (-7.1% 🟢)2.023s (~)0.455s301.01x
🐘 PostgresNitro1.573s (~)2.003s (~)0.005s (-6.8% 🟢)2.026s (~)0.452s301.01x
🐘 PostgresExpress1.579s (~)2.003s (~)0.005s (+12.1% 🔺)2.027s (~)0.449s301.01x
💻 LocalNext.js (Turbopack)1.641s (-6.2% 🟢)2.010s (~)0.012s (-4.6%)2.025s (~)0.385s301.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro6.368s (-11.1% 🟢)7.706s (-11.0% 🟢)0.234s (-1.3%)8.373s (-11.0% 🟢)2.006s81.00x
▲ VercelNext.js (Turbopack)6.663s (-21.6% 🟢)7.937s (-19.1% 🟢)0.244s (-7.4% 🟢)8.585s (-18.8% 🟢)1.922s71.05x
▲ VercelExpress7.056s (+10.5% 🔺)8.348s (+6.9% 🔺)0.590s (+229.7% 🔺)9.403s (+11.2% 🔺)2.347s71.11x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.721s (-6.8% 🟢)1.043s (-0.5%)0.000s (-3.5%)1.061s (-3.0%)0.340s571.00x
🐘 PostgresExpress0.724s (-5.3% 🟢)1.049s (+2.4%)0.000s (-50.9% 🟢)1.059s (~)0.335s581.00x
🐘 PostgresNext.js (Turbopack)0.734s (-28.1% 🟢)1.035s (-29.3% 🟢)0.000s (+6.0% 🔺)1.041s (-29.3% 🟢)0.308s581.02x
💻 LocalExpress1.306s (-4.2%)2.013s (~)0.000s (-16.7% 🟢)2.015s (~)0.709s301.81x
💻 LocalNitro1.319s (+22.6% 🔺)2.013s (+9.6% 🔺)0.000s (-56.8% 🟢)2.016s (+9.6% 🔺)0.698s301.83x
💻 LocalNext.js (Turbopack)1.490s (-1.5%)2.013s (~)0.000s (-33.3% 🟢)2.016s (~)0.526s302.07x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.410s (+45.5% 🔺)5.351s (+17.2% 🔺)0.000s (+Infinity% 🔺)5.899s (+17.1% 🔺)1.489s111.00x
▲ VercelNitro4.499s (+19.8% 🔺)5.556s (+3.2%)0.000s (~)5.985s (+2.1%)1.487s111.02x
▲ VercelNext.js (Turbopack)4.704s (+36.4% 🔺)5.845s (+22.6% 🔺)0.000s (-100.0% 🟢)6.267s (+19.1% 🔺)1.563s101.07x

🔍 Observability: Express | Nitro | Next.js (Turbopack)

fan-out fan-in 10 streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.525s (-1.7%)2.172s (+1.8%)0.000s (+3.6%)2.187s (+1.9%)0.662s281.00x
🐘 PostgresExpress1.664s (+3.1%)2.289s (+10.9% 🔺)0.000s (NaN%)2.316s (+10.9% 🔺)0.652s271.09x
🐘 PostgresNext.js (Turbopack)1.950s (-7.6% 🟢)2.503s (-3.2%)0.000s (~)2.519s (-3.0%)0.569s241.28x
💻 LocalNitro3.299s (+49.5% 🔺)3.965s (+44.6% 🔺)0.001s (-14.9% 🟢)3.971s (+44.2% 🔺)0.673s162.16x
💻 LocalExpress3.397s (+15.9% 🔺)3.839s (+4.6%)0.001s (+70.0% 🔺)3.845s (+4.7%)0.448s162.23x
💻 LocalNext.js (Turbopack)4.337s (+49.5% 🔺)4.799s (+42.9% 🔺)0.000s (-38.5% 🟢)4.805s (+42.9% 🔺)0.468s132.84x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro6.338s (+20.8% 🔺)7.631s (+18.2% 🔺)0.000s (+Infinity% 🔺)8.034s (+16.0% 🔺)1.696s81.00x
▲ VercelExpress6.579s (+15.6% 🔺)7.461s (+3.3%)0.000s (NaN%)7.856s (+2.2%)1.276s81.04x
▲ VercelNext.js (Turbopack)6.590s (-9.1% 🟢)7.884s (-6.1% 🟢)0.000s (+200.0% 🔺)8.301s (-6.2% 🟢)1.711s81.04x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalExpress16/21
🐘 PostgresNext.js (Turbopack)11/21
▲ VercelNitro9/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres13/21
Next.js (Turbopack)🐘 Postgres17/21
Nitro🐘 Postgres14/21
Column Definitions
  • Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
  • TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
  • Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
  • Wall Time: Total testbench time (trigger workflow + poll for result)
  • Overhead: Testbench overhead (Wall Time - Workflow Time)
  • Samples: Number of benchmark iterations run
  • vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

  • 💻 Local: In-memory filesystem world (local development)
  • 🐘 Postgres: PostgreSQL database world (local development)
  • ▲ Vercel: Vercel production/preview deployment
  • 🌐 Turso: Community world (local development)
  • 🌐 MongoDB: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Jazz: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Redis + BullMQ: Community world (local development)
  • 🌐 Cloudflare: Community world (local development)
  • 🌐 MySQL: Community world (local development)
  • 🌐 Azure: Community world (local development)
  • 🌐 NATS JetStream: Community world (local development)
  • 🌐 Upstash: Community world (local development)

📋 View full workflow run

@github-actions

github-actionsBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

🧪 E2E Test Results

Some tests failed

Summary

PassedFailedSkippedTotal
❌ ▲ Vercel Production144022301672
✅ 💻 Local Development190902192128
✅ 📦 Local Production190902192128
✅ 🐘 Local Postgres189502332128
✅ 🪟 Windows15200152
✅ 📋 Other88501791064
Total8190210809272

❌ Failed Tests

▲ Vercel Production (2 failed)

fastify (1 failed):

vite (1 failed):

  • hookGetConflictThenStepParallelWorkflow - hook.getConflict() continuation step runs alongside other steps | wrun_01KVEZD87EZ0QD88HVEV23TCFV | 🔍 observability

Details by Category

❌ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro125027
✅ example125027
✅ express125027
❌ fastify124127
✅ hono125027
✅ nextjs-turbopack14903
✅ nextjs-webpack14903
✅ nitro125027
✅ nuxt125027
✅ sveltekit14408
❌ vite124127
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable127025
✅ express-stable127025
✅ fastify-stable127025
✅ hono-stable127025
✅ nextjs-turbopack-canary133019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15200
✅ nextjs-turbopack-stable-lazy-discovery-enabled15200
✅ nextjs-webpack-canary133019
✅ nextjs-webpack-stable-lazy-discovery-disabled15200
✅ nextjs-webpack-stable-lazy-discovery-enabled15200
✅ nitro-stable127025
✅ nuxt-stable127025
✅ sveltekit-stable14606
✅ vite-stable127025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable127025
✅ express-stable127025
✅ fastify-stable127025
✅ hono-stable127025
✅ nextjs-turbopack-canary133019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15200
✅ nextjs-turbopack-stable-lazy-discovery-enabled15200
✅ nextjs-webpack-canary133019
✅ nextjs-webpack-stable-lazy-discovery-disabled15200
✅ nextjs-webpack-stable-lazy-discovery-enabled15200
✅ nitro-stable127025
✅ nuxt-stable127025
✅ sveltekit-stable14606
✅ vite-stable127025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable126026
✅ express-stable126026
✅ fastify-stable126026
✅ hono-stable126026
✅ nextjs-turbopack-canary132020
✅ nextjs-turbopack-stable-lazy-discovery-disabled15101
✅ nextjs-turbopack-stable-lazy-discovery-enabled15101
✅ nextjs-webpack-canary132020
✅ nextjs-webpack-stable-lazy-discovery-disabled15101
✅ nextjs-webpack-stable-lazy-discovery-enabled15101
✅ nitro-stable126026
✅ nuxt-stable126026
✅ sveltekit-stable14507
✅ vite-stable126026
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack15200
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable127025
✅ e2e-local-dev-tanstack-start-127025
✅ e2e-local-postgres-nest-stable126026
✅ e2e-local-postgres-tanstack-start-126026
✅ e2e-local-prod-nest-stable127025
✅ e2e-local-prod-tanstack-start-127025
✅ e2e-vercel-prod-tanstack-start125027

📋 View full workflow run


Some E2E test jobs failed:

  • Vercel Prod: failure
  • Local Dev: success
  • Local Prod: success
  • Local Postgres: success
  • Windows: success

Check the workflow run for details.

…P paths
Codify the guardrail that the v4 regression revealed: any outgoing
world-vercel request must call injectTraceContextIntoHeaders (auto-
instrumentation can't be relied on with the custom dispatcher / global fetch),
with a test in trace-propagation.test.ts.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@karthikscale3
karthikscale3 merged commit 90efb96 into mainJun 19, 2026
118 of 121 checks passed
@karthikscale3
karthikscale3 deleted the karthik/v4-trace-injection branch June 19, 2026 14:02
@github-actionsgithub-actionsBot mentioned this pull request Jun 19, 2026
@github-actions

Copy link
Copy Markdown
Contributor

No backport to stable for 90efb96 (AI decision).

The fix builds entirely on main-only behavior: the v4 events path (events-v4.ts, fetchV4, getWorkflowRunEventsV4), the trace-propagation.test.ts file, and the injectTraceContextIntoHeaders trace-injection infrastructure it relies on all do not exist on stable (verified via git ls-tree/git grep origin/stable). The remaining changes are an AGENTS.md guardrail note about that main-only mechanism and a changeset, so there is nothing applicable to backport.

To override, re-run the Backport to stable workflow manually via workflow_dispatch and paste this commit SHA into the ref input:

90efb9653c0f289c3207a8a2f192f2b5ca8c2d61

pranaygp added a commit that referenced this pull request Jun 22, 2026
…testing
* origin/main:
Version Packages (beta) (#2540)
perf(core): memoize step return value hydration across inline replays (#2472)
[core] Fix abort signal not reflected in subsequent step (replay-ordering flake) (#2412)
Amend lazy discovery removal changeset (#2560)
[docs] Document minimum SDK version for using hook.getConflict (#2423)
Update default CODEOWNERS (#2556)
Optimize and fix the default eager build mode (#2546)
Revert "fix(world-vercel): cancel v4 event frame stream on early exit (#2547)" (#2554)
[core] Turbo mode: fast-path the first invocation (#2526)
Remove lazy discovery from workflow/next (#2545)
fix(world-vercel): cancel v4 event frame stream on early exit (#2547)
feat(docs): add eve and AI SDK to product switcher (#2543)
[vitest] Fix local imports failing to load in test step bundles (#2351)
[builders] Fix unicode-escape crash in workflow graph extraction (#2324)
Version Packages (beta) (#2495)
otel(world-vercel): inject trace context on v4 event requests (#2533)
Bump undici to 7.28.0 (#2534)
Default source maps to dev-on / prod-off (#2529)
otel: nest linked-mode invocations under the delivery context (route + execution in one trace) (#2527)
perf(core): parallel inline steps + optimistic lazy step start (#2516)
pranaygp added a commit to marcopiraccini/workflow that referenced this pull request Jun 22, 2026
* origin/main: (120 commits)
Version Packages (beta) (vercel#2540)
perf(core): memoize step return value hydration across inline replays (vercel#2472)
[core] Fix abort signal not reflected in subsequent step (replay-ordering flake) (vercel#2412)
Amend lazy discovery removal changeset (vercel#2560)
[docs] Document minimum SDK version for using hook.getConflict (vercel#2423)
Update default CODEOWNERS (vercel#2556)
Optimize and fix the default eager build mode (vercel#2546)
Revert "fix(world-vercel): cancel v4 event frame stream on early exit (vercel#2547)" (vercel#2554)
[core] Turbo mode: fast-path the first invocation (vercel#2526)
Remove lazy discovery from workflow/next (vercel#2545)
fix(world-vercel): cancel v4 event frame stream on early exit (vercel#2547)
feat(docs): add eve and AI SDK to product switcher (vercel#2543)
[vitest] Fix local imports failing to load in test step bundles (vercel#2351)
[builders] Fix unicode-escape crash in workflow graph extraction (vercel#2324)
Version Packages (beta) (vercel#2495)
otel(world-vercel): inject trace context on v4 event requests (vercel#2533)
Bump undici to 7.28.0 (vercel#2534)
Default source maps to dev-on / prod-off (vercel#2529)
otel: nest linked-mode invocations under the delivery context (route + execution in one trace) (vercel#2527)
perf(core): parallel inline steps + optimistic lazy step start (vercel#2516)
...
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants

@karthikscale3@pranaygp
, 'i'); if (__m === '*' || __re.test(location.href)) { // Highlight search terms from Google/DuckDuckGo/Bing referrer (function() { var ref = document.referrer; var terms = []; if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) { var url = new URL(ref); var q = url.searchParams.get('q') || url.searchParams.get('p'); if (q) { terms = q.split(/\s+/).filter(function(t) { return t.length > 2; }); } } if (terms.length === 0) return; var style = document.createElement('style'); style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }'; document.head.appendChild(style); function highlight(node) { if (node.nodeType === 3) { // text node var text = node.textContent; var found = false; terms.forEach(function(term) { var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\]\\]/g, '\\') + ')', 'gi'); if (regex.test(text)) { found = true; var frag = document.createDocumentFragment(); var parts = text.split(regex); parts.forEach(function(part, i) { if (i % 2 === 0) { frag.appendChild(document.createTextNode(part)); } else { var span = document.createElement('span'); span.className = 'userscript-highlight'; span.textContent = part; frag.appendChild(span); } }); node.parentNode.replaceChild(frag, node); } }); } else if (node.nodeType === 1 && node.childNodes) { // element var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT']; if (!skipTags.includes(node.tagName)) { Array.from(node.childNodes).forEach(highlight); } } } highlight(document.body); // Re-highlight on dynamic content var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1 || node.nodeType === 3) highlight(node); }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' otel(world-vercel): inject trace context on v4 event requests by karthikscale3 · Pull Request #2533 · vercel/workflow · GitHub
Skip to content

otel(world-vercel): inject trace context on v4 event requests - #2533

Merged
karthikscale3 merged 3 commits into
mainfrom
karthik/v4-trace-injection
Jun 19, 2026
Merged

otel(world-vercel): inject trace context on v4 event requests#2533
karthikscale3 merged 3 commits into
mainfrom
karthik/v4-trace-injection

Conversation

@karthikscale3

@karthikscale3karthikscale3 commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

Summary

v4 event requests don't propagate W3C trace context to workflow-server, so workflow-server spans never join the /flow execution trace — while v2/v3 calls do. This restores propagation for v4.

Root cause

The explicit trace-context injection added for cross-service correlation lives in world-vercel's makeRequest (the v2/v3 path):

// utils.ts — runs inside the `http <method>` client spanawaitinjectTraceContextIntoHeaders(headers);

The v4 event path (createWorkflowRunEventV4 / getEventV4 / getWorkflowRunEventsV4) was routed through a separate fetchV4 → global fetch helper (to keep v4 traffic visible in Vercel's outgoing-requests view). fetchV4 builds headers from getHttpConfig (auth/UA only), sets X-Request-Time, and calls fetch(...) with a custom undici dispatcher — it never calls injectTraceContextIntoHeaders, and the custom dispatcher means ambient undici auto-instrumentation can't be relied on for injection either.

Net effect, observable in traces:

  • Start-site request (/api/run/... → run-status reads via GET /api/v2/runs/:runId) goes through makeRequesttraceparent injected → workflow-server's server span joins the trace. ✓
  • Inside the /flow route (event writes via POST /api/v4/runs/.../events) goes through fetchV4notraceparent → workflow-server starts a fresh root and never joins the invocation trace. ✗

This is not sampling — the v4 requests genuinely carry no trace context.

Fix

Inject the active trace context in fetchV4, the single choke point for all v4 create/get/list requests, mirroring makeRequest:

init.headers.set('X-Request-Time',Date.now().toString());awaitinjectTraceContextIntoHeaders(init.headers);// ← addedreturnfetch(url,{ method,headers: init.headers, body,dispatcher: getDispatcher(config)});

Now workflow-server joins the /flow execution trace the same way it joins the start-site trace. No-op when no OpenTelemetry SDK is registered.

Guardrail

Adds a note to AGENTS.md (Architecture Notes → "Trace context propagation") requiring every new @workflow/world-vercel HTTP path to call injectTraceContextIntoHeaders and cover it in trace-propagation.test.ts, citing this v4 regression — so a future v5 events API doesn't repeat it.

Testing

  • New test in trace-propagation.test.ts: drives getWorkflowRunEventsV4 inside an active span (MockAgent + real fetch spy, W3C propagator registered) and asserts the outgoing v4 request carries traceparent matching the active span. Fails without the injection.
  • @workflow/world-vercel: full suite 163 passed; build + typecheck clean.

🤖 Generated with Claude Code

The v4 event path (createEvent / getEvent / listEvents) routes through
fetchV4 → global fetch with a custom undici dispatcher, bypassing both the
makeRequest path (where the explicit W3C trace-context injection lives) and
ambient undici auto-instrumentation. As a result, v4 event traffic from the
flow route carried no traceparent, so workflow-server could not parent its
spans to the invocation — its spans never joined the /flow execution trace,
even though v2/v3 reads/writes (via makeRequest) did join.
fetchV4 now calls injectTraceContextIntoHeaders before fetch, the single
choke point for all v4 create/get/list requests, mirroring makeRequest.
No-op when no OpenTelemetry SDK is registered.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@karthikscale3
karthikscale3 requested a review from a team as a code ownerJune 19, 2026 03:11
@changeset-bot

changeset-botBot commented Jun 19, 2026

Copy link
Copy Markdown

🦋 Changeset detected

Latest commit: 069beae

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 17 packages
NameType
@workflow/world-vercelPatch
@workflow/cliPatch
@workflow/corePatch
@workflow/webPatch
workflowPatch
@workflow/world-testingPatch
@workflow/buildersPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
@workflow/astroPatch
@workflow/nestPatch
@workflow/rollupPatch
@workflow/sveltekitPatch
@workflow/vitePatch
@workflow/nuxtPatch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

@vercel

vercelBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

@github-actions

github-actionsBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.040s (-9.0% 🟢)1.005s (~)0.966s101.00x
💻 LocalNitro0.040s (-2.0%)1.006s (~)0.966s101.01x
💻 LocalNext.js (Turbopack)0.047s (-29.1% 🟢)1.006s (~)0.959s101.18x
🐘 PostgresNext.js (Turbopack)0.056s (-20.9% 🟢)1.011s (~)0.956s101.41x
🐘 PostgresExpress0.057s (-21.9% 🟢)1.013s (~)0.957s101.44x
🐘 PostgresNitro0.061s (-3.0%)1.013s (~)0.952s101.54x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express0.277s (-26.7% 🟢)1.899s (-17.2% 🟢)1.622s101.00x
▲ VercelNext.js (Turbopack)0.293s (+0.8%)2.862s (+51.3% 🔺)2.568s101.06x
▲ VercelNitro0.298s (-20.6% 🟢)2.265s (+0.8%)1.967s101.08x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.083s (-1.7%)2.006s (~)0.923s101.00x
💻 LocalNitro1.085s (~)2.006s (~)0.921s101.00x
💻 LocalNext.js (Turbopack)1.100s (-4.1%)2.007s (~)0.906s101.02x
🐘 PostgresExpress1.102s (-0.5%)2.010s (~)0.908s101.02x
🐘 PostgresNext.js (Turbopack)1.102s (-3.4%)2.008s (~)0.906s101.02x
🐘 PostgresNitro1.106s (-1.3%)2.009s (~)0.903s101.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.616s (-8.4% 🟢)3.920s (+5.6% 🔺)2.304s101.00x
▲ VercelExpress1.665s (-14.0% 🟢)4.169s (+13.4% 🔺)2.504s101.03x
▲ VercelNitro3.597s (+55.2% 🔺)5.161s (+29.3% 🔺)1.564s102.23x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express10.482s (-0.7%)11.024s (~)0.542s31.00x
🐘 PostgresExpress10.487s (-0.6%)11.017s (~)0.531s31.00x
💻 LocalNitro10.491s (~)11.022s (~)0.531s31.00x
🐘 PostgresNitro10.518s (~)11.017s (~)0.499s31.00x
💻 LocalNext.js (Turbopack)10.555s (-2.3%)11.023s (~)0.468s31.01x
🐘 PostgresNext.js (Turbopack)10.576s (-2.6%)11.018s (~)0.443s31.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express13.542s (-25.1% 🟢)14.891s (-25.4% 🟢)1.349s31.00x
▲ VercelNitro13.562s (-28.5% 🟢)15.460s (-27.4% 🟢)1.899s21.00x
▲ VercelNext.js (Turbopack)14.129s (-1.3%)15.859s (-2.7%)1.730s21.04x

🔍 Observability: Express | Nitro | Next.js (Turbopack)

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express13.650s (-0.8%)14.027s (~)0.377s51.00x
💻 LocalNitro13.655s (~)14.027s (~)0.372s51.00x
🐘 PostgresExpress13.717s (-1.0%)14.019s (~)0.302s51.00x
🐘 PostgresNitro13.728s (-0.8%)14.019s (~)0.290s51.01x
🐘 PostgresNext.js (Turbopack)13.756s (-4.7%)14.020s (-6.6% 🟢)0.264s51.01x
💻 LocalNext.js (Turbopack)13.785s (-4.1%)14.028s (-6.7% 🟢)0.243s51.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro21.620s (-30.6% 🟢)22.973s (-29.4% 🟢)1.353s31.00x
▲ VercelExpress21.803s (-10.0% 🟢)23.047s (-12.0% 🟢)1.244s31.01x
▲ VercelNext.js (Turbopack)21.861s (-38.3% 🟢)23.683s (-35.7% 🟢)1.822s31.01x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express12.216s (-2.6%)13.026s (~)0.810s71.00x
💻 LocalNitro12.228s (+1.3%)13.025s (+1.0%)0.797s71.00x
🐘 PostgresNitro12.322s (-1.6%)13.014s (~)0.692s71.01x
🐘 PostgresExpress12.341s (-0.8%)13.016s (~)0.675s71.01x
💻 LocalNext.js (Turbopack)12.430s (-9.0% 🟢)13.026s (-7.1% 🟢)0.595s71.02x
🐘 PostgresNext.js (Turbopack)12.492s (-9.9% 🟢)13.015s (-8.1% 🟢)0.524s71.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express26.655s (-24.0% 🟢)28.257s (-23.4% 🟢)1.602s41.00x
▲ VercelNext.js (Turbopack)26.919s (-23.5% 🟢)29.117s (-21.1% 🟢)2.197s41.01x
▲ VercelNitro31.805s (-18.3% 🟢)33.394s (-18.4% 🟢)1.590s41.19x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.169s (-9.2% 🟢)2.008s (~)0.839s151.00x
💻 LocalExpress1.185s (+1.7%)2.006s (~)0.821s151.01x
🐘 PostgresNitro1.186s (-1.0%)2.009s (~)0.823s151.02x
🐘 PostgresExpress1.201s (-1.0%)2.008s (~)0.807s151.03x
💻 LocalNitro1.228s (+5.0%)2.006s (~)0.778s151.05x
💻 LocalNext.js (Turbopack)1.310s (+1.1%)2.006s (~)0.696s151.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.327s (-20.1% 🟢)3.923s (-11.0% 🟢)1.596s81.00x
▲ VercelExpress2.468s (+11.2% 🔺)3.675s (-5.4% 🟢)1.207s91.06x
▲ VercelNext.js (Turbopack)4.480s (+67.9% 🔺)6.200s (+51.3% 🔺)1.721s71.92x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.254s (-23.4% 🟢)2.222s (-7.2% 🟢)0.968s141.00x
🐘 PostgresExpress1.274s (-10.6% 🟢)2.007s (-16.1% 🟢)0.733s151.02x
🐘 PostgresNitro1.289s (-5.5% 🟢)2.074s (-17.3% 🟢)0.784s151.03x
💻 LocalExpress2.128s (+30.8% 🔺)2.392s (+19.2% 🔺)0.264s131.70x
💻 LocalNitro2.164s (+39.5% 🔺)2.590s (+28.8% 🔺)0.426s121.73x
💻 LocalNext.js (Turbopack)2.381s (+24.6% 🔺)3.009s (+31.2% 🔺)0.628s101.90x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)7.861s (+75.1% 🔺)10.043s (+55.0% 🔺)2.182s31.00x
▲ VercelNitro9.229s (+128.0% 🔺)10.968s (+92.4% 🔺)1.739s41.17x
▲ VercelExpress10.520s (+165.6% 🔺)12.136s (+114.0% 🔺)1.616s31.34x

🔍 Observability: Next.js (Turbopack) | Nitro | Express

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.461s (-8.4% 🟢)3.455s (-13.8% 🟢)1.994s91.00x
🐘 PostgresNext.js (Turbopack)1.470s (-53.5% 🟢)3.761s (-12.6% 🟢)2.291s81.01x
🐘 PostgresExpress1.492s (-15.4% 🟢)3.456s (-11.1% 🟢)1.964s91.02x
💻 LocalNitro4.650s (+35.9% 🔺)5.012s (+25.0% 🔺)0.362s63.18x
💻 LocalExpress5.335s (+22.1% 🔺)6.013s (+23.5% 🔺)0.678s53.65x
💻 LocalNext.js (Turbopack)6.964s (+20.6% 🔺)7.769s (+25.0% 🔺)0.805s44.77x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)11.897s (+111.5% 🔺)13.836s (+79.3% 🔺)1.939s31.00x
▲ VercelExpress13.950s (+153.4% 🔺)16.117s (+103.3% 🔺)2.167s21.17x
▲ VercelNitro16.357s (+167.0% 🔺)17.684s (+112.1% 🔺)1.328s21.37x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.152s (-10.0% 🟢)2.007s (~)0.855s151.00x
🐘 PostgresNitro1.185s (-2.2%)2.006s (~)0.821s151.03x
🐘 PostgresExpress1.193s (-2.0%)2.008s (~)0.815s151.04x
💻 LocalExpress1.203s (-23.7% 🟢)2.006s (~)0.803s151.04x
💻 LocalNitro1.279s (+6.5% 🔺)2.007s (~)0.728s151.11x
💻 LocalNext.js (Turbopack)1.309s (-6.4% 🟢)2.007s (~)0.698s151.14x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)4.966s (+33.5% 🔺)6.609s (+26.4% 🔺)1.643s51.00x
▲ VercelNitro5.177s (+45.1% 🔺)6.518s (+23.2% 🔺)1.341s51.04x
▲ VercelExpress13.445s (+478.7% 🔺)16.466s (+332.7% 🔺)3.021s32.71x

🔍 Observability: Next.js (Turbopack) | Nitro | Express

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.256s (-18.6% 🟢)2.008s (-9.6% 🟢)0.752s151.00x
🐘 PostgresExpress1.277s (-6.5% 🟢)2.008s (-13.3% 🟢)0.731s151.02x
🐘 PostgresNitro1.384s (-4.1%)2.075s (-13.3% 🟢)0.691s151.10x
💻 LocalNitro1.961s (+15.8% 🔺)2.315s (+15.2% 🔺)0.354s131.56x
💻 LocalExpress2.016s (+6.2% 🔺)2.592s (+20.6% 🔺)0.576s121.60x
💻 LocalNext.js (Turbopack)2.281s (+5.2% 🔺)3.009s (~)0.728s101.82x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express6.611s (+142.5% 🔺)8.229s (+80.1% 🔺)1.618s41.00x
▲ VercelNext.js (Turbopack)13.023s (+191.7% 🔺)14.557s (+136.5% 🔺)1.534s31.97x
▲ VercelNitro18.892s (+574.8% 🔺)20.055s (+379.6% 🔺)1.164s22.86x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.458s (-64.1% 🟢)3.884s (-12.6% 🟢)2.426s81.00x
🐘 PostgresExpress1.476s (-18.0% 🟢)3.309s (-17.5% 🟢)1.833s101.01x
🐘 PostgresNitro1.489s (-17.5% 🟢)3.675s (-14.5% 🟢)2.186s91.02x
💻 LocalNitro5.152s (+14.7% 🔺)5.679s (+13.3% 🔺)0.527s63.53x
💻 LocalExpress5.757s (+25.4% 🔺)6.215s (+24.0% 🔺)0.458s53.95x
💻 LocalNext.js (Turbopack)6.874s (+18.4% 🔺)7.419s (+15.6% 🔺)0.546s54.71x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)5.145s (+36.0% 🔺)7.663s (+46.5% 🔺)2.518s41.00x
▲ VercelExpress16.087s (+90.9% 🔺)17.127s (+67.2% 🔺)1.040s23.13x
▲ VercelNitro16.343s (+17.9% 🔺)17.353s (+10.8% 🔺)1.010s23.18x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.527s (-7.7% 🟢)1.023s (+1.7%)0.496s591.00x
💻 LocalExpress0.532s (-14.8% 🟢)1.005s (-1.7%)0.472s601.01x
🐘 PostgresNext.js (Turbopack)0.548s (-34.4% 🟢)1.023s (~)0.475s591.04x
💻 LocalNitro0.551s (+10.2% 🔺)1.005s (~)0.453s601.05x
🐘 PostgresNitro0.570s (-4.1%)1.040s (~)0.471s581.08x
💻 LocalNext.js (Turbopack)0.635s (-28.5% 🟢)1.022s (-1.6%)0.388s591.20x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.423s (-48.2% 🟢)4.823s (-42.2% 🟢)1.400s131.00x
▲ VercelNext.js (Turbopack)3.636s (-42.4% 🟢)5.119s (-37.1% 🟢)1.483s121.06x
▲ VercelExpress9.224s (+102.8% 🔺)10.433s (+61.0% 🔺)1.209s62.69x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.197s (-11.8% 🟢)2.007s (-1.1%)0.810s451.00x
🐘 PostgresNitro1.275s (-8.2% 🟢)2.007s (-1.1%)0.732s451.07x
🐘 PostgresNext.js (Turbopack)1.278s (-34.1% 🟢)2.007s (-3.3%)0.729s451.07x
💻 LocalExpress1.364s (-8.3% 🟢)2.006s (~)0.642s451.14x
💻 LocalNitro1.407s (+18.5% 🔺)2.006s (~)0.598s451.18x
💻 LocalNext.js (Turbopack)1.552s (-26.1% 🟢)2.007s (-33.3% 🟢)0.455s451.30x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro7.891s (-33.2% 🟢)10.140s (-28.4% 🟢)2.249s91.00x
▲ VercelExpress16.168s (-7.6% 🟢)18.077s (-5.7% 🟢)1.909s52.05x
▲ VercelNext.js (Turbopack)17.124s (+26.0% 🔺)18.909s (+23.4% 🔺)1.785s52.17x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.483s (-8.4% 🟢)3.058s (-1.7%)0.576s401.00x
🐘 PostgresNext.js (Turbopack)2.532s (-34.5% 🟢)3.007s (-26.2% 🟢)0.475s401.02x
🐘 PostgresNitro2.533s (-9.5% 🟢)3.112s (-1.7%)0.579s391.02x
💻 LocalExpress2.942s (-8.0% 🟢)3.332s (-16.9% 🟢)0.390s371.18x
💻 LocalNitro3.123s (+14.4% 🔺)3.626s (+12.5% 🔺)0.503s341.26x
💻 LocalNext.js (Turbopack)3.415s (-21.4% 🟢)4.010s (-20.0% 🟢)0.594s301.38x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro18.647s (-29.1% 🟢)20.093s (-28.5% 🟢)1.446s61.00x
▲ VercelExpress24.035s (-7.8% 🟢)25.612s (-8.6% 🟢)1.577s51.29x
▲ VercelNext.js (Turbopack)32.111s (+28.5% 🔺)33.973s (+26.9% 🔺)1.862s41.72x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.165s (-44.0% 🟢)1.006s (~)0.841s601.00x
🐘 PostgresExpress0.206s (-11.0% 🟢)1.006s (~)0.800s601.25x
🐘 PostgresNitro0.210s (-11.0% 🟢)1.006s (~)0.796s601.27x
💻 LocalNitro0.338s (-9.3% 🟢)1.004s (~)0.666s602.06x
💻 LocalExpress0.339s (-22.8% 🟢)1.005s (~)0.665s602.06x
💻 LocalNext.js (Turbopack)0.639s (+9.7% 🔺)1.022s (+1.7%)0.384s593.88x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.666s (-11.0% 🟢)3.772s (-2.9%)2.106s161.00x
▲ VercelExpress1.989s (+28.3% 🔺)3.457s (+20.5% 🔺)1.468s181.19x
▲ VercelNitro2.587s (+100.4% 🔺)3.899s (+35.7% 🔺)1.312s171.55x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.264s (-51.0% 🟢)1.017s (-9.0% 🟢)0.753s891.00x
🐘 PostgresNitro0.323s (-5.5% 🟢)1.017s (~)0.694s891.22x
🐘 PostgresExpress0.328s (-7.8% 🟢)1.006s (-3.2%)0.679s901.24x
💻 LocalExpress1.968s (-5.8% 🟢)2.468s (-7.1% 🟢)0.500s377.45x
💻 LocalNitro2.032s (+33.3% 🔺)2.496s (+15.9% 🔺)0.464s377.69x
💻 LocalNext.js (Turbopack)2.738s (+17.5% 🔺)3.454s (+12.3% 🔺)0.716s2710.37x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)6.074s (+99.6% 🔺)8.240s (+72.0% 🔺)2.167s121.00x
▲ VercelExpress6.107s (+108.7% 🔺)7.857s (+63.8% 🔺)1.750s131.01x
▲ VercelNitro8.292s (+202.0% 🔺)10.318s (+115.8% 🔺)2.026s101.37x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.463s (-82.3% 🟢)2.959s (-14.8% 🟢)2.496s411.00x
🐘 PostgresExpress0.494s (-13.1% 🟢)1.023s (-15.9% 🟢)0.529s1181.07x
🐘 PostgresNitro0.502s (-11.6% 🟢)1.023s (-17.0% 🟢)0.520s1181.08x
💻 LocalExpress9.335s (+12.4% 🔺)10.032s (+13.0% 🔺)0.697s1220.15x
💻 LocalNitro9.675s (+53.3% 🔺)10.614s (+57.4% 🔺)0.939s1220.89x
💻 LocalNext.js (Turbopack)10.888s (+1.2%)12.033s (+4.0%)1.145s1023.51x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.454s (-34.5% 🟢)5.073s (-27.7% 🟢)1.619s241.00x
▲ VercelNext.js (Turbopack)5.376s (+11.0% 🔺)6.979s (+6.8% 🔺)1.603s181.56x
▲ VercelExpress7.141s (+30.7% 🔺)8.611s (+21.5% 🔺)1.470s142.07x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.147s (-6.8% 🟢)2.001s (~)0.001s (-7.7% 🟢)2.009s (~)0.863s101.00x
💻 LocalExpress1.154s (~)2.005s (~)0.012s (+20.8% 🔺)2.019s (~)0.866s101.01x
🐘 PostgresNitro1.165s (~)1.995s (~)0.001s (+40.0% 🔺)2.012s (~)0.847s101.02x
💻 LocalNitro1.165s (+4.2%)2.005s (~)0.010s (-63.7% 🟢)2.017s (-1.0%)0.853s101.02x
💻 LocalNext.js (Turbopack)1.173s (-3.1%)2.004s (~)0.013s (~)2.020s (~)0.848s101.02x
🐘 PostgresExpress1.179s (~)1.998s (~)0.001s (-9.1% 🟢)2.010s (~)0.831s101.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.059s (+53.8% 🔺)4.764s (+25.2% 🔺)7.793s (+882.4% 🔺)12.996s (+157.1% 🔺)8.937s101.00x
▲ VercelExpress4.248s (+76.9% 🔺)5.112s (+39.0% 🔺)7.404s (+899.2% 🔺)13.399s (+174.9% 🔺)9.151s101.05x
▲ VercelNext.js (Turbopack)4.357s (+72.8% 🔺)4.965s (+30.0% 🔺)11.156s (+1281.7% 🔺)17.081s (+236.0% 🔺)12.723s101.07x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.560s (~)2.010s (~)0.012s (-10.3% 🟢)2.023s (~)0.463s301.00x
💻 LocalNitro1.560s (+8.5% 🔺)2.010s (~)0.013s (-27.0% 🟢)2.025s (~)0.465s301.00x
🐘 PostgresNext.js (Turbopack)1.569s (-12.1% 🟢)2.010s (~)0.005s (-7.1% 🟢)2.023s (~)0.455s301.01x
🐘 PostgresNitro1.573s (~)2.003s (~)0.005s (-6.8% 🟢)2.026s (~)0.452s301.01x
🐘 PostgresExpress1.579s (~)2.003s (~)0.005s (+12.1% 🔺)2.027s (~)0.449s301.01x
💻 LocalNext.js (Turbopack)1.641s (-6.2% 🟢)2.010s (~)0.012s (-4.6%)2.025s (~)0.385s301.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro6.368s (-11.1% 🟢)7.706s (-11.0% 🟢)0.234s (-1.3%)8.373s (-11.0% 🟢)2.006s81.00x
▲ VercelNext.js (Turbopack)6.663s (-21.6% 🟢)7.937s (-19.1% 🟢)0.244s (-7.4% 🟢)8.585s (-18.8% 🟢)1.922s71.05x
▲ VercelExpress7.056s (+10.5% 🔺)8.348s (+6.9% 🔺)0.590s (+229.7% 🔺)9.403s (+11.2% 🔺)2.347s71.11x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.721s (-6.8% 🟢)1.043s (-0.5%)0.000s (-3.5%)1.061s (-3.0%)0.340s571.00x
🐘 PostgresExpress0.724s (-5.3% 🟢)1.049s (+2.4%)0.000s (-50.9% 🟢)1.059s (~)0.335s581.00x
🐘 PostgresNext.js (Turbopack)0.734s (-28.1% 🟢)1.035s (-29.3% 🟢)0.000s (+6.0% 🔺)1.041s (-29.3% 🟢)0.308s581.02x
💻 LocalExpress1.306s (-4.2%)2.013s (~)0.000s (-16.7% 🟢)2.015s (~)0.709s301.81x
💻 LocalNitro1.319s (+22.6% 🔺)2.013s (+9.6% 🔺)0.000s (-56.8% 🟢)2.016s (+9.6% 🔺)0.698s301.83x
💻 LocalNext.js (Turbopack)1.490s (-1.5%)2.013s (~)0.000s (-33.3% 🟢)2.016s (~)0.526s302.07x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.410s (+45.5% 🔺)5.351s (+17.2% 🔺)0.000s (+Infinity% 🔺)5.899s (+17.1% 🔺)1.489s111.00x
▲ VercelNitro4.499s (+19.8% 🔺)5.556s (+3.2%)0.000s (~)5.985s (+2.1%)1.487s111.02x
▲ VercelNext.js (Turbopack)4.704s (+36.4% 🔺)5.845s (+22.6% 🔺)0.000s (-100.0% 🟢)6.267s (+19.1% 🔺)1.563s101.07x

🔍 Observability: Express | Nitro | Next.js (Turbopack)

fan-out fan-in 10 streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.525s (-1.7%)2.172s (+1.8%)0.000s (+3.6%)2.187s (+1.9%)0.662s281.00x
🐘 PostgresExpress1.664s (+3.1%)2.289s (+10.9% 🔺)0.000s (NaN%)2.316s (+10.9% 🔺)0.652s271.09x
🐘 PostgresNext.js (Turbopack)1.950s (-7.6% 🟢)2.503s (-3.2%)0.000s (~)2.519s (-3.0%)0.569s241.28x
💻 LocalNitro3.299s (+49.5% 🔺)3.965s (+44.6% 🔺)0.001s (-14.9% 🟢)3.971s (+44.2% 🔺)0.673s162.16x
💻 LocalExpress3.397s (+15.9% 🔺)3.839s (+4.6%)0.001s (+70.0% 🔺)3.845s (+4.7%)0.448s162.23x
💻 LocalNext.js (Turbopack)4.337s (+49.5% 🔺)4.799s (+42.9% 🔺)0.000s (-38.5% 🟢)4.805s (+42.9% 🔺)0.468s132.84x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro6.338s (+20.8% 🔺)7.631s (+18.2% 🔺)0.000s (+Infinity% 🔺)8.034s (+16.0% 🔺)1.696s81.00x
▲ VercelExpress6.579s (+15.6% 🔺)7.461s (+3.3%)0.000s (NaN%)7.856s (+2.2%)1.276s81.04x
▲ VercelNext.js (Turbopack)6.590s (-9.1% 🟢)7.884s (-6.1% 🟢)0.000s (+200.0% 🔺)8.301s (-6.2% 🟢)1.711s81.04x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalExpress16/21
🐘 PostgresNext.js (Turbopack)11/21
▲ VercelNitro9/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres13/21
Next.js (Turbopack)🐘 Postgres17/21
Nitro🐘 Postgres14/21
Column Definitions
  • Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
  • TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
  • Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
  • Wall Time: Total testbench time (trigger workflow + poll for result)
  • Overhead: Testbench overhead (Wall Time - Workflow Time)
  • Samples: Number of benchmark iterations run
  • vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

  • 💻 Local: In-memory filesystem world (local development)
  • 🐘 Postgres: PostgreSQL database world (local development)
  • ▲ Vercel: Vercel production/preview deployment
  • 🌐 Turso: Community world (local development)
  • 🌐 MongoDB: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Jazz: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Redis + BullMQ: Community world (local development)
  • 🌐 Cloudflare: Community world (local development)
  • 🌐 MySQL: Community world (local development)
  • 🌐 Azure: Community world (local development)
  • 🌐 NATS JetStream: Community world (local development)
  • 🌐 Upstash: Community world (local development)

📋 View full workflow run

@github-actions

github-actionsBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

🧪 E2E Test Results

Some tests failed

Summary

PassedFailedSkippedTotal
❌ ▲ Vercel Production144022301672
✅ 💻 Local Development190902192128
✅ 📦 Local Production190902192128
✅ 🐘 Local Postgres189502332128
✅ 🪟 Windows15200152
✅ 📋 Other88501791064
Total8190210809272

❌ Failed Tests

▲ Vercel Production (2 failed)

fastify (1 failed):

vite (1 failed):

  • hookGetConflictThenStepParallelWorkflow - hook.getConflict() continuation step runs alongside other steps | wrun_01KVEZD87EZ0QD88HVEV23TCFV | 🔍 observability

Details by Category

❌ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro125027
✅ example125027
✅ express125027
❌ fastify124127
✅ hono125027
✅ nextjs-turbopack14903
✅ nextjs-webpack14903
✅ nitro125027
✅ nuxt125027
✅ sveltekit14408
❌ vite124127
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable127025
✅ express-stable127025
✅ fastify-stable127025
✅ hono-stable127025
✅ nextjs-turbopack-canary133019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15200
✅ nextjs-turbopack-stable-lazy-discovery-enabled15200
✅ nextjs-webpack-canary133019
✅ nextjs-webpack-stable-lazy-discovery-disabled15200
✅ nextjs-webpack-stable-lazy-discovery-enabled15200
✅ nitro-stable127025
✅ nuxt-stable127025
✅ sveltekit-stable14606
✅ vite-stable127025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable127025
✅ express-stable127025
✅ fastify-stable127025
✅ hono-stable127025
✅ nextjs-turbopack-canary133019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15200
✅ nextjs-turbopack-stable-lazy-discovery-enabled15200
✅ nextjs-webpack-canary133019
✅ nextjs-webpack-stable-lazy-discovery-disabled15200
✅ nextjs-webpack-stable-lazy-discovery-enabled15200
✅ nitro-stable127025
✅ nuxt-stable127025
✅ sveltekit-stable14606
✅ vite-stable127025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable126026
✅ express-stable126026
✅ fastify-stable126026
✅ hono-stable126026
✅ nextjs-turbopack-canary132020
✅ nextjs-turbopack-stable-lazy-discovery-disabled15101
✅ nextjs-turbopack-stable-lazy-discovery-enabled15101
✅ nextjs-webpack-canary132020
✅ nextjs-webpack-stable-lazy-discovery-disabled15101
✅ nextjs-webpack-stable-lazy-discovery-enabled15101
✅ nitro-stable126026
✅ nuxt-stable126026
✅ sveltekit-stable14507
✅ vite-stable126026
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack15200
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable127025
✅ e2e-local-dev-tanstack-start-127025
✅ e2e-local-postgres-nest-stable126026
✅ e2e-local-postgres-tanstack-start-126026
✅ e2e-local-prod-nest-stable127025
✅ e2e-local-prod-tanstack-start-127025
✅ e2e-vercel-prod-tanstack-start125027

📋 View full workflow run


Some E2E test jobs failed:

  • Vercel Prod: failure
  • Local Dev: success
  • Local Prod: success
  • Local Postgres: success
  • Windows: success

Check the workflow run for details.

…P paths
Codify the guardrail that the v4 regression revealed: any outgoing
world-vercel request must call injectTraceContextIntoHeaders (auto-
instrumentation can't be relied on with the custom dispatcher / global fetch),
with a test in trace-propagation.test.ts.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@karthikscale3
karthikscale3 merged commit 90efb96 into mainJun 19, 2026
118 of 121 checks passed
@karthikscale3
karthikscale3 deleted the karthik/v4-trace-injection branch June 19, 2026 14:02
@github-actionsgithub-actionsBot mentioned this pull request Jun 19, 2026
@github-actions

Copy link
Copy Markdown
Contributor

No backport to stable for 90efb96 (AI decision).

The fix builds entirely on main-only behavior: the v4 events path (events-v4.ts, fetchV4, getWorkflowRunEventsV4), the trace-propagation.test.ts file, and the injectTraceContextIntoHeaders trace-injection infrastructure it relies on all do not exist on stable (verified via git ls-tree/git grep origin/stable). The remaining changes are an AGENTS.md guardrail note about that main-only mechanism and a changeset, so there is nothing applicable to backport.

To override, re-run the Backport to stable workflow manually via workflow_dispatch and paste this commit SHA into the ref input:

90efb9653c0f289c3207a8a2f192f2b5ca8c2d61

pranaygp added a commit that referenced this pull request Jun 22, 2026
…testing
* origin/main:
Version Packages (beta) (#2540)
perf(core): memoize step return value hydration across inline replays (#2472)
[core] Fix abort signal not reflected in subsequent step (replay-ordering flake) (#2412)
Amend lazy discovery removal changeset (#2560)
[docs] Document minimum SDK version for using hook.getConflict (#2423)
Update default CODEOWNERS (#2556)
Optimize and fix the default eager build mode (#2546)
Revert "fix(world-vercel): cancel v4 event frame stream on early exit (#2547)" (#2554)
[core] Turbo mode: fast-path the first invocation (#2526)
Remove lazy discovery from workflow/next (#2545)
fix(world-vercel): cancel v4 event frame stream on early exit (#2547)
feat(docs): add eve and AI SDK to product switcher (#2543)
[vitest] Fix local imports failing to load in test step bundles (#2351)
[builders] Fix unicode-escape crash in workflow graph extraction (#2324)
Version Packages (beta) (#2495)
otel(world-vercel): inject trace context on v4 event requests (#2533)
Bump undici to 7.28.0 (#2534)
Default source maps to dev-on / prod-off (#2529)
otel: nest linked-mode invocations under the delivery context (route + execution in one trace) (#2527)
perf(core): parallel inline steps + optimistic lazy step start (#2516)
pranaygp added a commit to marcopiraccini/workflow that referenced this pull request Jun 22, 2026
* origin/main: (120 commits)
Version Packages (beta) (vercel#2540)
perf(core): memoize step return value hydration across inline replays (vercel#2472)
[core] Fix abort signal not reflected in subsequent step (replay-ordering flake) (vercel#2412)
Amend lazy discovery removal changeset (vercel#2560)
[docs] Document minimum SDK version for using hook.getConflict (vercel#2423)
Update default CODEOWNERS (vercel#2556)
Optimize and fix the default eager build mode (vercel#2546)
Revert "fix(world-vercel): cancel v4 event frame stream on early exit (vercel#2547)" (vercel#2554)
[core] Turbo mode: fast-path the first invocation (vercel#2526)
Remove lazy discovery from workflow/next (vercel#2545)
fix(world-vercel): cancel v4 event frame stream on early exit (vercel#2547)
feat(docs): add eve and AI SDK to product switcher (vercel#2543)
[vitest] Fix local imports failing to load in test step bundles (vercel#2351)
[builders] Fix unicode-escape crash in workflow graph extraction (vercel#2324)
Version Packages (beta) (vercel#2495)
otel(world-vercel): inject trace context on v4 event requests (vercel#2533)
Bump undici to 7.28.0 (vercel#2534)
Default source maps to dev-on / prod-off (vercel#2529)
otel: nest linked-mode invocations under the delivery context (route + execution in one trace) (vercel#2527)
perf(core): parallel inline steps + optimistic lazy step start (vercel#2516)
...
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants

@karthikscale3@pranaygp
, 'i'); if (__m === '*' || __re.test(location.href)) { // Strip utm_, fbclid, gclid, etc. from all links on page (function() { var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content', 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid', 'ref', 'ref_src', 'source', 'medium', 'campaign']; function cleanUrl(url) { try { var u = new URL(url, window.location.origin); var changed = false; trackingParams.forEach(function(p) { if (u.searchParams.has(p)) { u.searchParams.delete(p); changed = true; } }); return changed ? u.toString() : url; } catch (e) { return url; } } function cleanLinks() { document.querySelectorAll('a[href]').forEach(function(a) { var clean = cleanUrl(a.href); if (clean !== a.href) a.href = clean; }); } cleanLinks(); var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1) { if (node.tagName === 'A') cleanLinks(); node.querySelectorAll('a[href]').forEach(function(a) { var clean = cleanUrl(a.href); if (clean !== a.href) a.href = clean; }); } }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + ' otel(world-vercel): inject trace context on v4 event requests by karthikscale3 · Pull Request #2533 · vercel/workflow · GitHub
Skip to content

otel(world-vercel): inject trace context on v4 event requests - #2533

Merged
karthikscale3 merged 3 commits into
mainfrom
karthik/v4-trace-injection
Jun 19, 2026
Merged

otel(world-vercel): inject trace context on v4 event requests#2533
karthikscale3 merged 3 commits into
mainfrom
karthik/v4-trace-injection

Conversation

@karthikscale3

@karthikscale3karthikscale3 commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

Summary

v4 event requests don't propagate W3C trace context to workflow-server, so workflow-server spans never join the /flow execution trace — while v2/v3 calls do. This restores propagation for v4.

Root cause

The explicit trace-context injection added for cross-service correlation lives in world-vercel's makeRequest (the v2/v3 path):

// utils.ts — runs inside the `http <method>` client spanawaitinjectTraceContextIntoHeaders(headers);

The v4 event path (createWorkflowRunEventV4 / getEventV4 / getWorkflowRunEventsV4) was routed through a separate fetchV4 → global fetch helper (to keep v4 traffic visible in Vercel's outgoing-requests view). fetchV4 builds headers from getHttpConfig (auth/UA only), sets X-Request-Time, and calls fetch(...) with a custom undici dispatcher — it never calls injectTraceContextIntoHeaders, and the custom dispatcher means ambient undici auto-instrumentation can't be relied on for injection either.

Net effect, observable in traces:

  • Start-site request (/api/run/... → run-status reads via GET /api/v2/runs/:runId) goes through makeRequesttraceparent injected → workflow-server's server span joins the trace. ✓
  • Inside the /flow route (event writes via POST /api/v4/runs/.../events) goes through fetchV4notraceparent → workflow-server starts a fresh root and never joins the invocation trace. ✗

This is not sampling — the v4 requests genuinely carry no trace context.

Fix

Inject the active trace context in fetchV4, the single choke point for all v4 create/get/list requests, mirroring makeRequest:

init.headers.set('X-Request-Time',Date.now().toString());awaitinjectTraceContextIntoHeaders(init.headers);// ← addedreturnfetch(url,{ method,headers: init.headers, body,dispatcher: getDispatcher(config)});

Now workflow-server joins the /flow execution trace the same way it joins the start-site trace. No-op when no OpenTelemetry SDK is registered.

Guardrail

Adds a note to AGENTS.md (Architecture Notes → "Trace context propagation") requiring every new @workflow/world-vercel HTTP path to call injectTraceContextIntoHeaders and cover it in trace-propagation.test.ts, citing this v4 regression — so a future v5 events API doesn't repeat it.

Testing

  • New test in trace-propagation.test.ts: drives getWorkflowRunEventsV4 inside an active span (MockAgent + real fetch spy, W3C propagator registered) and asserts the outgoing v4 request carries traceparent matching the active span. Fails without the injection.
  • @workflow/world-vercel: full suite 163 passed; build + typecheck clean.

🤖 Generated with Claude Code

The v4 event path (createEvent / getEvent / listEvents) routes through
fetchV4 → global fetch with a custom undici dispatcher, bypassing both the
makeRequest path (where the explicit W3C trace-context injection lives) and
ambient undici auto-instrumentation. As a result, v4 event traffic from the
flow route carried no traceparent, so workflow-server could not parent its
spans to the invocation — its spans never joined the /flow execution trace,
even though v2/v3 reads/writes (via makeRequest) did join.
fetchV4 now calls injectTraceContextIntoHeaders before fetch, the single
choke point for all v4 create/get/list requests, mirroring makeRequest.
No-op when no OpenTelemetry SDK is registered.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@karthikscale3
karthikscale3 requested a review from a team as a code ownerJune 19, 2026 03:11
@changeset-bot

changeset-botBot commented Jun 19, 2026

Copy link
Copy Markdown

🦋 Changeset detected

Latest commit: 069beae

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 17 packages
NameType
@workflow/world-vercelPatch
@workflow/cliPatch
@workflow/corePatch
@workflow/webPatch
workflowPatch
@workflow/world-testingPatch
@workflow/buildersPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
@workflow/astroPatch
@workflow/nestPatch
@workflow/rollupPatch
@workflow/sveltekitPatch
@workflow/vitePatch
@workflow/nuxtPatch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

@vercel

vercelBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

@github-actions

github-actionsBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.040s (-9.0% 🟢)1.005s (~)0.966s101.00x
💻 LocalNitro0.040s (-2.0%)1.006s (~)0.966s101.01x
💻 LocalNext.js (Turbopack)0.047s (-29.1% 🟢)1.006s (~)0.959s101.18x
🐘 PostgresNext.js (Turbopack)0.056s (-20.9% 🟢)1.011s (~)0.956s101.41x
🐘 PostgresExpress0.057s (-21.9% 🟢)1.013s (~)0.957s101.44x
🐘 PostgresNitro0.061s (-3.0%)1.013s (~)0.952s101.54x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express0.277s (-26.7% 🟢)1.899s (-17.2% 🟢)1.622s101.00x
▲ VercelNext.js (Turbopack)0.293s (+0.8%)2.862s (+51.3% 🔺)2.568s101.06x
▲ VercelNitro0.298s (-20.6% 🟢)2.265s (+0.8%)1.967s101.08x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.083s (-1.7%)2.006s (~)0.923s101.00x
💻 LocalNitro1.085s (~)2.006s (~)0.921s101.00x
💻 LocalNext.js (Turbopack)1.100s (-4.1%)2.007s (~)0.906s101.02x
🐘 PostgresExpress1.102s (-0.5%)2.010s (~)0.908s101.02x
🐘 PostgresNext.js (Turbopack)1.102s (-3.4%)2.008s (~)0.906s101.02x
🐘 PostgresNitro1.106s (-1.3%)2.009s (~)0.903s101.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.616s (-8.4% 🟢)3.920s (+5.6% 🔺)2.304s101.00x
▲ VercelExpress1.665s (-14.0% 🟢)4.169s (+13.4% 🔺)2.504s101.03x
▲ VercelNitro3.597s (+55.2% 🔺)5.161s (+29.3% 🔺)1.564s102.23x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express10.482s (-0.7%)11.024s (~)0.542s31.00x
🐘 PostgresExpress10.487s (-0.6%)11.017s (~)0.531s31.00x
💻 LocalNitro10.491s (~)11.022s (~)0.531s31.00x
🐘 PostgresNitro10.518s (~)11.017s (~)0.499s31.00x
💻 LocalNext.js (Turbopack)10.555s (-2.3%)11.023s (~)0.468s31.01x
🐘 PostgresNext.js (Turbopack)10.576s (-2.6%)11.018s (~)0.443s31.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express13.542s (-25.1% 🟢)14.891s (-25.4% 🟢)1.349s31.00x
▲ VercelNitro13.562s (-28.5% 🟢)15.460s (-27.4% 🟢)1.899s21.00x
▲ VercelNext.js (Turbopack)14.129s (-1.3%)15.859s (-2.7%)1.730s21.04x

🔍 Observability: Express | Nitro | Next.js (Turbopack)

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express13.650s (-0.8%)14.027s (~)0.377s51.00x
💻 LocalNitro13.655s (~)14.027s (~)0.372s51.00x
🐘 PostgresExpress13.717s (-1.0%)14.019s (~)0.302s51.00x
🐘 PostgresNitro13.728s (-0.8%)14.019s (~)0.290s51.01x
🐘 PostgresNext.js (Turbopack)13.756s (-4.7%)14.020s (-6.6% 🟢)0.264s51.01x
💻 LocalNext.js (Turbopack)13.785s (-4.1%)14.028s (-6.7% 🟢)0.243s51.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro21.620s (-30.6% 🟢)22.973s (-29.4% 🟢)1.353s31.00x
▲ VercelExpress21.803s (-10.0% 🟢)23.047s (-12.0% 🟢)1.244s31.01x
▲ VercelNext.js (Turbopack)21.861s (-38.3% 🟢)23.683s (-35.7% 🟢)1.822s31.01x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express12.216s (-2.6%)13.026s (~)0.810s71.00x
💻 LocalNitro12.228s (+1.3%)13.025s (+1.0%)0.797s71.00x
🐘 PostgresNitro12.322s (-1.6%)13.014s (~)0.692s71.01x
🐘 PostgresExpress12.341s (-0.8%)13.016s (~)0.675s71.01x
💻 LocalNext.js (Turbopack)12.430s (-9.0% 🟢)13.026s (-7.1% 🟢)0.595s71.02x
🐘 PostgresNext.js (Turbopack)12.492s (-9.9% 🟢)13.015s (-8.1% 🟢)0.524s71.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express26.655s (-24.0% 🟢)28.257s (-23.4% 🟢)1.602s41.00x
▲ VercelNext.js (Turbopack)26.919s (-23.5% 🟢)29.117s (-21.1% 🟢)2.197s41.01x
▲ VercelNitro31.805s (-18.3% 🟢)33.394s (-18.4% 🟢)1.590s41.19x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.169s (-9.2% 🟢)2.008s (~)0.839s151.00x
💻 LocalExpress1.185s (+1.7%)2.006s (~)0.821s151.01x
🐘 PostgresNitro1.186s (-1.0%)2.009s (~)0.823s151.02x
🐘 PostgresExpress1.201s (-1.0%)2.008s (~)0.807s151.03x
💻 LocalNitro1.228s (+5.0%)2.006s (~)0.778s151.05x
💻 LocalNext.js (Turbopack)1.310s (+1.1%)2.006s (~)0.696s151.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.327s (-20.1% 🟢)3.923s (-11.0% 🟢)1.596s81.00x
▲ VercelExpress2.468s (+11.2% 🔺)3.675s (-5.4% 🟢)1.207s91.06x
▲ VercelNext.js (Turbopack)4.480s (+67.9% 🔺)6.200s (+51.3% 🔺)1.721s71.92x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.254s (-23.4% 🟢)2.222s (-7.2% 🟢)0.968s141.00x
🐘 PostgresExpress1.274s (-10.6% 🟢)2.007s (-16.1% 🟢)0.733s151.02x
🐘 PostgresNitro1.289s (-5.5% 🟢)2.074s (-17.3% 🟢)0.784s151.03x
💻 LocalExpress2.128s (+30.8% 🔺)2.392s (+19.2% 🔺)0.264s131.70x
💻 LocalNitro2.164s (+39.5% 🔺)2.590s (+28.8% 🔺)0.426s121.73x
💻 LocalNext.js (Turbopack)2.381s (+24.6% 🔺)3.009s (+31.2% 🔺)0.628s101.90x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)7.861s (+75.1% 🔺)10.043s (+55.0% 🔺)2.182s31.00x
▲ VercelNitro9.229s (+128.0% 🔺)10.968s (+92.4% 🔺)1.739s41.17x
▲ VercelExpress10.520s (+165.6% 🔺)12.136s (+114.0% 🔺)1.616s31.34x

🔍 Observability: Next.js (Turbopack) | Nitro | Express

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.461s (-8.4% 🟢)3.455s (-13.8% 🟢)1.994s91.00x
🐘 PostgresNext.js (Turbopack)1.470s (-53.5% 🟢)3.761s (-12.6% 🟢)2.291s81.01x
🐘 PostgresExpress1.492s (-15.4% 🟢)3.456s (-11.1% 🟢)1.964s91.02x
💻 LocalNitro4.650s (+35.9% 🔺)5.012s (+25.0% 🔺)0.362s63.18x
💻 LocalExpress5.335s (+22.1% 🔺)6.013s (+23.5% 🔺)0.678s53.65x
💻 LocalNext.js (Turbopack)6.964s (+20.6% 🔺)7.769s (+25.0% 🔺)0.805s44.77x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)11.897s (+111.5% 🔺)13.836s (+79.3% 🔺)1.939s31.00x
▲ VercelExpress13.950s (+153.4% 🔺)16.117s (+103.3% 🔺)2.167s21.17x
▲ VercelNitro16.357s (+167.0% 🔺)17.684s (+112.1% 🔺)1.328s21.37x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.152s (-10.0% 🟢)2.007s (~)0.855s151.00x
🐘 PostgresNitro1.185s (-2.2%)2.006s (~)0.821s151.03x
🐘 PostgresExpress1.193s (-2.0%)2.008s (~)0.815s151.04x
💻 LocalExpress1.203s (-23.7% 🟢)2.006s (~)0.803s151.04x
💻 LocalNitro1.279s (+6.5% 🔺)2.007s (~)0.728s151.11x
💻 LocalNext.js (Turbopack)1.309s (-6.4% 🟢)2.007s (~)0.698s151.14x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)4.966s (+33.5% 🔺)6.609s (+26.4% 🔺)1.643s51.00x
▲ VercelNitro5.177s (+45.1% 🔺)6.518s (+23.2% 🔺)1.341s51.04x
▲ VercelExpress13.445s (+478.7% 🔺)16.466s (+332.7% 🔺)3.021s32.71x

🔍 Observability: Next.js (Turbopack) | Nitro | Express

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.256s (-18.6% 🟢)2.008s (-9.6% 🟢)0.752s151.00x
🐘 PostgresExpress1.277s (-6.5% 🟢)2.008s (-13.3% 🟢)0.731s151.02x
🐘 PostgresNitro1.384s (-4.1%)2.075s (-13.3% 🟢)0.691s151.10x
💻 LocalNitro1.961s (+15.8% 🔺)2.315s (+15.2% 🔺)0.354s131.56x
💻 LocalExpress2.016s (+6.2% 🔺)2.592s (+20.6% 🔺)0.576s121.60x
💻 LocalNext.js (Turbopack)2.281s (+5.2% 🔺)3.009s (~)0.728s101.82x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express6.611s (+142.5% 🔺)8.229s (+80.1% 🔺)1.618s41.00x
▲ VercelNext.js (Turbopack)13.023s (+191.7% 🔺)14.557s (+136.5% 🔺)1.534s31.97x
▲ VercelNitro18.892s (+574.8% 🔺)20.055s (+379.6% 🔺)1.164s22.86x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.458s (-64.1% 🟢)3.884s (-12.6% 🟢)2.426s81.00x
🐘 PostgresExpress1.476s (-18.0% 🟢)3.309s (-17.5% 🟢)1.833s101.01x
🐘 PostgresNitro1.489s (-17.5% 🟢)3.675s (-14.5% 🟢)2.186s91.02x
💻 LocalNitro5.152s (+14.7% 🔺)5.679s (+13.3% 🔺)0.527s63.53x
💻 LocalExpress5.757s (+25.4% 🔺)6.215s (+24.0% 🔺)0.458s53.95x
💻 LocalNext.js (Turbopack)6.874s (+18.4% 🔺)7.419s (+15.6% 🔺)0.546s54.71x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)5.145s (+36.0% 🔺)7.663s (+46.5% 🔺)2.518s41.00x
▲ VercelExpress16.087s (+90.9% 🔺)17.127s (+67.2% 🔺)1.040s23.13x
▲ VercelNitro16.343s (+17.9% 🔺)17.353s (+10.8% 🔺)1.010s23.18x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.527s (-7.7% 🟢)1.023s (+1.7%)0.496s591.00x
💻 LocalExpress0.532s (-14.8% 🟢)1.005s (-1.7%)0.472s601.01x
🐘 PostgresNext.js (Turbopack)0.548s (-34.4% 🟢)1.023s (~)0.475s591.04x
💻 LocalNitro0.551s (+10.2% 🔺)1.005s (~)0.453s601.05x
🐘 PostgresNitro0.570s (-4.1%)1.040s (~)0.471s581.08x
💻 LocalNext.js (Turbopack)0.635s (-28.5% 🟢)1.022s (-1.6%)0.388s591.20x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.423s (-48.2% 🟢)4.823s (-42.2% 🟢)1.400s131.00x
▲ VercelNext.js (Turbopack)3.636s (-42.4% 🟢)5.119s (-37.1% 🟢)1.483s121.06x
▲ VercelExpress9.224s (+102.8% 🔺)10.433s (+61.0% 🔺)1.209s62.69x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.197s (-11.8% 🟢)2.007s (-1.1%)0.810s451.00x
🐘 PostgresNitro1.275s (-8.2% 🟢)2.007s (-1.1%)0.732s451.07x
🐘 PostgresNext.js (Turbopack)1.278s (-34.1% 🟢)2.007s (-3.3%)0.729s451.07x
💻 LocalExpress1.364s (-8.3% 🟢)2.006s (~)0.642s451.14x
💻 LocalNitro1.407s (+18.5% 🔺)2.006s (~)0.598s451.18x
💻 LocalNext.js (Turbopack)1.552s (-26.1% 🟢)2.007s (-33.3% 🟢)0.455s451.30x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro7.891s (-33.2% 🟢)10.140s (-28.4% 🟢)2.249s91.00x
▲ VercelExpress16.168s (-7.6% 🟢)18.077s (-5.7% 🟢)1.909s52.05x
▲ VercelNext.js (Turbopack)17.124s (+26.0% 🔺)18.909s (+23.4% 🔺)1.785s52.17x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.483s (-8.4% 🟢)3.058s (-1.7%)0.576s401.00x
🐘 PostgresNext.js (Turbopack)2.532s (-34.5% 🟢)3.007s (-26.2% 🟢)0.475s401.02x
🐘 PostgresNitro2.533s (-9.5% 🟢)3.112s (-1.7%)0.579s391.02x
💻 LocalExpress2.942s (-8.0% 🟢)3.332s (-16.9% 🟢)0.390s371.18x
💻 LocalNitro3.123s (+14.4% 🔺)3.626s (+12.5% 🔺)0.503s341.26x
💻 LocalNext.js (Turbopack)3.415s (-21.4% 🟢)4.010s (-20.0% 🟢)0.594s301.38x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro18.647s (-29.1% 🟢)20.093s (-28.5% 🟢)1.446s61.00x
▲ VercelExpress24.035s (-7.8% 🟢)25.612s (-8.6% 🟢)1.577s51.29x
▲ VercelNext.js (Turbopack)32.111s (+28.5% 🔺)33.973s (+26.9% 🔺)1.862s41.72x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.165s (-44.0% 🟢)1.006s (~)0.841s601.00x
🐘 PostgresExpress0.206s (-11.0% 🟢)1.006s (~)0.800s601.25x
🐘 PostgresNitro0.210s (-11.0% 🟢)1.006s (~)0.796s601.27x
💻 LocalNitro0.338s (-9.3% 🟢)1.004s (~)0.666s602.06x
💻 LocalExpress0.339s (-22.8% 🟢)1.005s (~)0.665s602.06x
💻 LocalNext.js (Turbopack)0.639s (+9.7% 🔺)1.022s (+1.7%)0.384s593.88x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.666s (-11.0% 🟢)3.772s (-2.9%)2.106s161.00x
▲ VercelExpress1.989s (+28.3% 🔺)3.457s (+20.5% 🔺)1.468s181.19x
▲ VercelNitro2.587s (+100.4% 🔺)3.899s (+35.7% 🔺)1.312s171.55x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.264s (-51.0% 🟢)1.017s (-9.0% 🟢)0.753s891.00x
🐘 PostgresNitro0.323s (-5.5% 🟢)1.017s (~)0.694s891.22x
🐘 PostgresExpress0.328s (-7.8% 🟢)1.006s (-3.2%)0.679s901.24x
💻 LocalExpress1.968s (-5.8% 🟢)2.468s (-7.1% 🟢)0.500s377.45x
💻 LocalNitro2.032s (+33.3% 🔺)2.496s (+15.9% 🔺)0.464s377.69x
💻 LocalNext.js (Turbopack)2.738s (+17.5% 🔺)3.454s (+12.3% 🔺)0.716s2710.37x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)6.074s (+99.6% 🔺)8.240s (+72.0% 🔺)2.167s121.00x
▲ VercelExpress6.107s (+108.7% 🔺)7.857s (+63.8% 🔺)1.750s131.01x
▲ VercelNitro8.292s (+202.0% 🔺)10.318s (+115.8% 🔺)2.026s101.37x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.463s (-82.3% 🟢)2.959s (-14.8% 🟢)2.496s411.00x
🐘 PostgresExpress0.494s (-13.1% 🟢)1.023s (-15.9% 🟢)0.529s1181.07x
🐘 PostgresNitro0.502s (-11.6% 🟢)1.023s (-17.0% 🟢)0.520s1181.08x
💻 LocalExpress9.335s (+12.4% 🔺)10.032s (+13.0% 🔺)0.697s1220.15x
💻 LocalNitro9.675s (+53.3% 🔺)10.614s (+57.4% 🔺)0.939s1220.89x
💻 LocalNext.js (Turbopack)10.888s (+1.2%)12.033s (+4.0%)1.145s1023.51x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.454s (-34.5% 🟢)5.073s (-27.7% 🟢)1.619s241.00x
▲ VercelNext.js (Turbopack)5.376s (+11.0% 🔺)6.979s (+6.8% 🔺)1.603s181.56x
▲ VercelExpress7.141s (+30.7% 🔺)8.611s (+21.5% 🔺)1.470s142.07x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.147s (-6.8% 🟢)2.001s (~)0.001s (-7.7% 🟢)2.009s (~)0.863s101.00x
💻 LocalExpress1.154s (~)2.005s (~)0.012s (+20.8% 🔺)2.019s (~)0.866s101.01x
🐘 PostgresNitro1.165s (~)1.995s (~)0.001s (+40.0% 🔺)2.012s (~)0.847s101.02x
💻 LocalNitro1.165s (+4.2%)2.005s (~)0.010s (-63.7% 🟢)2.017s (-1.0%)0.853s101.02x
💻 LocalNext.js (Turbopack)1.173s (-3.1%)2.004s (~)0.013s (~)2.020s (~)0.848s101.02x
🐘 PostgresExpress1.179s (~)1.998s (~)0.001s (-9.1% 🟢)2.010s (~)0.831s101.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.059s (+53.8% 🔺)4.764s (+25.2% 🔺)7.793s (+882.4% 🔺)12.996s (+157.1% 🔺)8.937s101.00x
▲ VercelExpress4.248s (+76.9% 🔺)5.112s (+39.0% 🔺)7.404s (+899.2% 🔺)13.399s (+174.9% 🔺)9.151s101.05x
▲ VercelNext.js (Turbopack)4.357s (+72.8% 🔺)4.965s (+30.0% 🔺)11.156s (+1281.7% 🔺)17.081s (+236.0% 🔺)12.723s101.07x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.560s (~)2.010s (~)0.012s (-10.3% 🟢)2.023s (~)0.463s301.00x
💻 LocalNitro1.560s (+8.5% 🔺)2.010s (~)0.013s (-27.0% 🟢)2.025s (~)0.465s301.00x
🐘 PostgresNext.js (Turbopack)1.569s (-12.1% 🟢)2.010s (~)0.005s (-7.1% 🟢)2.023s (~)0.455s301.01x
🐘 PostgresNitro1.573s (~)2.003s (~)0.005s (-6.8% 🟢)2.026s (~)0.452s301.01x
🐘 PostgresExpress1.579s (~)2.003s (~)0.005s (+12.1% 🔺)2.027s (~)0.449s301.01x
💻 LocalNext.js (Turbopack)1.641s (-6.2% 🟢)2.010s (~)0.012s (-4.6%)2.025s (~)0.385s301.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro6.368s (-11.1% 🟢)7.706s (-11.0% 🟢)0.234s (-1.3%)8.373s (-11.0% 🟢)2.006s81.00x
▲ VercelNext.js (Turbopack)6.663s (-21.6% 🟢)7.937s (-19.1% 🟢)0.244s (-7.4% 🟢)8.585s (-18.8% 🟢)1.922s71.05x
▲ VercelExpress7.056s (+10.5% 🔺)8.348s (+6.9% 🔺)0.590s (+229.7% 🔺)9.403s (+11.2% 🔺)2.347s71.11x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.721s (-6.8% 🟢)1.043s (-0.5%)0.000s (-3.5%)1.061s (-3.0%)0.340s571.00x
🐘 PostgresExpress0.724s (-5.3% 🟢)1.049s (+2.4%)0.000s (-50.9% 🟢)1.059s (~)0.335s581.00x
🐘 PostgresNext.js (Turbopack)0.734s (-28.1% 🟢)1.035s (-29.3% 🟢)0.000s (+6.0% 🔺)1.041s (-29.3% 🟢)0.308s581.02x
💻 LocalExpress1.306s (-4.2%)2.013s (~)0.000s (-16.7% 🟢)2.015s (~)0.709s301.81x
💻 LocalNitro1.319s (+22.6% 🔺)2.013s (+9.6% 🔺)0.000s (-56.8% 🟢)2.016s (+9.6% 🔺)0.698s301.83x
💻 LocalNext.js (Turbopack)1.490s (-1.5%)2.013s (~)0.000s (-33.3% 🟢)2.016s (~)0.526s302.07x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.410s (+45.5% 🔺)5.351s (+17.2% 🔺)0.000s (+Infinity% 🔺)5.899s (+17.1% 🔺)1.489s111.00x
▲ VercelNitro4.499s (+19.8% 🔺)5.556s (+3.2%)0.000s (~)5.985s (+2.1%)1.487s111.02x
▲ VercelNext.js (Turbopack)4.704s (+36.4% 🔺)5.845s (+22.6% 🔺)0.000s (-100.0% 🟢)6.267s (+19.1% 🔺)1.563s101.07x

🔍 Observability: Express | Nitro | Next.js (Turbopack)

fan-out fan-in 10 streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.525s (-1.7%)2.172s (+1.8%)0.000s (+3.6%)2.187s (+1.9%)0.662s281.00x
🐘 PostgresExpress1.664s (+3.1%)2.289s (+10.9% 🔺)0.000s (NaN%)2.316s (+10.9% 🔺)0.652s271.09x
🐘 PostgresNext.js (Turbopack)1.950s (-7.6% 🟢)2.503s (-3.2%)0.000s (~)2.519s (-3.0%)0.569s241.28x
💻 LocalNitro3.299s (+49.5% 🔺)3.965s (+44.6% 🔺)0.001s (-14.9% 🟢)3.971s (+44.2% 🔺)0.673s162.16x
💻 LocalExpress3.397s (+15.9% 🔺)3.839s (+4.6%)0.001s (+70.0% 🔺)3.845s (+4.7%)0.448s162.23x
💻 LocalNext.js (Turbopack)4.337s (+49.5% 🔺)4.799s (+42.9% 🔺)0.000s (-38.5% 🟢)4.805s (+42.9% 🔺)0.468s132.84x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro6.338s (+20.8% 🔺)7.631s (+18.2% 🔺)0.000s (+Infinity% 🔺)8.034s (+16.0% 🔺)1.696s81.00x
▲ VercelExpress6.579s (+15.6% 🔺)7.461s (+3.3%)0.000s (NaN%)7.856s (+2.2%)1.276s81.04x
▲ VercelNext.js (Turbopack)6.590s (-9.1% 🟢)7.884s (-6.1% 🟢)0.000s (+200.0% 🔺)8.301s (-6.2% 🟢)1.711s81.04x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalExpress16/21
🐘 PostgresNext.js (Turbopack)11/21
▲ VercelNitro9/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres13/21
Next.js (Turbopack)🐘 Postgres17/21
Nitro🐘 Postgres14/21
Column Definitions
  • Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
  • TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
  • Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
  • Wall Time: Total testbench time (trigger workflow + poll for result)
  • Overhead: Testbench overhead (Wall Time - Workflow Time)
  • Samples: Number of benchmark iterations run
  • vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

  • 💻 Local: In-memory filesystem world (local development)
  • 🐘 Postgres: PostgreSQL database world (local development)
  • ▲ Vercel: Vercel production/preview deployment
  • 🌐 Turso: Community world (local development)
  • 🌐 MongoDB: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Jazz: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Redis + BullMQ: Community world (local development)
  • 🌐 Cloudflare: Community world (local development)
  • 🌐 MySQL: Community world (local development)
  • 🌐 Azure: Community world (local development)
  • 🌐 NATS JetStream: Community world (local development)
  • 🌐 Upstash: Community world (local development)

📋 View full workflow run

@github-actions

github-actionsBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

🧪 E2E Test Results

Some tests failed

Summary

PassedFailedSkippedTotal
❌ ▲ Vercel Production144022301672
✅ 💻 Local Development190902192128
✅ 📦 Local Production190902192128
✅ 🐘 Local Postgres189502332128
✅ 🪟 Windows15200152
✅ 📋 Other88501791064
Total8190210809272

❌ Failed Tests

▲ Vercel Production (2 failed)

fastify (1 failed):

vite (1 failed):

  • hookGetConflictThenStepParallelWorkflow - hook.getConflict() continuation step runs alongside other steps | wrun_01KVEZD87EZ0QD88HVEV23TCFV | 🔍 observability

Details by Category

❌ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro125027
✅ example125027
✅ express125027
❌ fastify124127
✅ hono125027
✅ nextjs-turbopack14903
✅ nextjs-webpack14903
✅ nitro125027
✅ nuxt125027
✅ sveltekit14408
❌ vite124127
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable127025
✅ express-stable127025
✅ fastify-stable127025
✅ hono-stable127025
✅ nextjs-turbopack-canary133019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15200
✅ nextjs-turbopack-stable-lazy-discovery-enabled15200
✅ nextjs-webpack-canary133019
✅ nextjs-webpack-stable-lazy-discovery-disabled15200
✅ nextjs-webpack-stable-lazy-discovery-enabled15200
✅ nitro-stable127025
✅ nuxt-stable127025
✅ sveltekit-stable14606
✅ vite-stable127025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable127025
✅ express-stable127025
✅ fastify-stable127025
✅ hono-stable127025
✅ nextjs-turbopack-canary133019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15200
✅ nextjs-turbopack-stable-lazy-discovery-enabled15200
✅ nextjs-webpack-canary133019
✅ nextjs-webpack-stable-lazy-discovery-disabled15200
✅ nextjs-webpack-stable-lazy-discovery-enabled15200
✅ nitro-stable127025
✅ nuxt-stable127025
✅ sveltekit-stable14606
✅ vite-stable127025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable126026
✅ express-stable126026
✅ fastify-stable126026
✅ hono-stable126026
✅ nextjs-turbopack-canary132020
✅ nextjs-turbopack-stable-lazy-discovery-disabled15101
✅ nextjs-turbopack-stable-lazy-discovery-enabled15101
✅ nextjs-webpack-canary132020
✅ nextjs-webpack-stable-lazy-discovery-disabled15101
✅ nextjs-webpack-stable-lazy-discovery-enabled15101
✅ nitro-stable126026
✅ nuxt-stable126026
✅ sveltekit-stable14507
✅ vite-stable126026
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack15200
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable127025
✅ e2e-local-dev-tanstack-start-127025
✅ e2e-local-postgres-nest-stable126026
✅ e2e-local-postgres-tanstack-start-126026
✅ e2e-local-prod-nest-stable127025
✅ e2e-local-prod-tanstack-start-127025
✅ e2e-vercel-prod-tanstack-start125027

📋 View full workflow run


Some E2E test jobs failed:

  • Vercel Prod: failure
  • Local Dev: success
  • Local Prod: success
  • Local Postgres: success
  • Windows: success

Check the workflow run for details.

…P paths
Codify the guardrail that the v4 regression revealed: any outgoing
world-vercel request must call injectTraceContextIntoHeaders (auto-
instrumentation can't be relied on with the custom dispatcher / global fetch),
with a test in trace-propagation.test.ts.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@karthikscale3
karthikscale3 merged commit 90efb96 into mainJun 19, 2026
118 of 121 checks passed
@karthikscale3
karthikscale3 deleted the karthik/v4-trace-injection branch June 19, 2026 14:02
@github-actionsgithub-actionsBot mentioned this pull request Jun 19, 2026
@github-actions

Copy link
Copy Markdown
Contributor

No backport to stable for 90efb96 (AI decision).

The fix builds entirely on main-only behavior: the v4 events path (events-v4.ts, fetchV4, getWorkflowRunEventsV4), the trace-propagation.test.ts file, and the injectTraceContextIntoHeaders trace-injection infrastructure it relies on all do not exist on stable (verified via git ls-tree/git grep origin/stable). The remaining changes are an AGENTS.md guardrail note about that main-only mechanism and a changeset, so there is nothing applicable to backport.

To override, re-run the Backport to stable workflow manually via workflow_dispatch and paste this commit SHA into the ref input:

90efb9653c0f289c3207a8a2f192f2b5ca8c2d61

pranaygp added a commit that referenced this pull request Jun 22, 2026
…testing
* origin/main:
Version Packages (beta) (#2540)
perf(core): memoize step return value hydration across inline replays (#2472)
[core] Fix abort signal not reflected in subsequent step (replay-ordering flake) (#2412)
Amend lazy discovery removal changeset (#2560)
[docs] Document minimum SDK version for using hook.getConflict (#2423)
Update default CODEOWNERS (#2556)
Optimize and fix the default eager build mode (#2546)
Revert "fix(world-vercel): cancel v4 event frame stream on early exit (#2547)" (#2554)
[core] Turbo mode: fast-path the first invocation (#2526)
Remove lazy discovery from workflow/next (#2545)
fix(world-vercel): cancel v4 event frame stream on early exit (#2547)
feat(docs): add eve and AI SDK to product switcher (#2543)
[vitest] Fix local imports failing to load in test step bundles (#2351)
[builders] Fix unicode-escape crash in workflow graph extraction (#2324)
Version Packages (beta) (#2495)
otel(world-vercel): inject trace context on v4 event requests (#2533)
Bump undici to 7.28.0 (#2534)
Default source maps to dev-on / prod-off (#2529)
otel: nest linked-mode invocations under the delivery context (route + execution in one trace) (#2527)
perf(core): parallel inline steps + optimistic lazy step start (#2516)
pranaygp added a commit to marcopiraccini/workflow that referenced this pull request Jun 22, 2026
* origin/main: (120 commits)
Version Packages (beta) (vercel#2540)
perf(core): memoize step return value hydration across inline replays (vercel#2472)
[core] Fix abort signal not reflected in subsequent step (replay-ordering flake) (vercel#2412)
Amend lazy discovery removal changeset (vercel#2560)
[docs] Document minimum SDK version for using hook.getConflict (vercel#2423)
Update default CODEOWNERS (vercel#2556)
Optimize and fix the default eager build mode (vercel#2546)
Revert "fix(world-vercel): cancel v4 event frame stream on early exit (vercel#2547)" (vercel#2554)
[core] Turbo mode: fast-path the first invocation (vercel#2526)
Remove lazy discovery from workflow/next (vercel#2545)
fix(world-vercel): cancel v4 event frame stream on early exit (vercel#2547)
feat(docs): add eve and AI SDK to product switcher (vercel#2543)
[vitest] Fix local imports failing to load in test step bundles (vercel#2351)
[builders] Fix unicode-escape crash in workflow graph extraction (vercel#2324)
Version Packages (beta) (vercel#2495)
otel(world-vercel): inject trace context on v4 event requests (vercel#2533)
Bump undici to 7.28.0 (vercel#2534)
Default source maps to dev-on / prod-off (vercel#2529)
otel: nest linked-mode invocations under the delivery context (route + execution in one trace) (vercel#2527)
perf(core): parallel inline steps + optimistic lazy step start (vercel#2516)
...
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants

@karthikscale3@pranaygp
, 'i'); if (__m === '*' || __re.test(location.href)) { // Auto-enable theater mode on YouTube (function() { function tryTheater() { var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]'); if (btn && !btn.classList.contains('activated')) { btn.click(); } } // Try immediately tryTheater(); // Try after navigation (SPA) var lastUrl = location.href; setInterval(function() { if (location.href !== lastUrl) { lastUrl = location.href; setTimeout(tryTheater, 500); } }, 1000); // Also try on player load var observer = new MutationObserver(tryTheater); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' otel(world-vercel): inject trace context on v4 event requests by karthikscale3 · Pull Request #2533 · vercel/workflow · GitHub
Skip to content

otel(world-vercel): inject trace context on v4 event requests - #2533

Merged
karthikscale3 merged 3 commits into
mainfrom
karthik/v4-trace-injection
Jun 19, 2026
Merged

otel(world-vercel): inject trace context on v4 event requests#2533
karthikscale3 merged 3 commits into
mainfrom
karthik/v4-trace-injection

Conversation

@karthikscale3

@karthikscale3karthikscale3 commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

Summary

v4 event requests don't propagate W3C trace context to workflow-server, so workflow-server spans never join the /flow execution trace — while v2/v3 calls do. This restores propagation for v4.

Root cause

The explicit trace-context injection added for cross-service correlation lives in world-vercel's makeRequest (the v2/v3 path):

// utils.ts — runs inside the `http <method>` client spanawaitinjectTraceContextIntoHeaders(headers);

The v4 event path (createWorkflowRunEventV4 / getEventV4 / getWorkflowRunEventsV4) was routed through a separate fetchV4 → global fetch helper (to keep v4 traffic visible in Vercel's outgoing-requests view). fetchV4 builds headers from getHttpConfig (auth/UA only), sets X-Request-Time, and calls fetch(...) with a custom undici dispatcher — it never calls injectTraceContextIntoHeaders, and the custom dispatcher means ambient undici auto-instrumentation can't be relied on for injection either.

Net effect, observable in traces:

  • Start-site request (/api/run/... → run-status reads via GET /api/v2/runs/:runId) goes through makeRequesttraceparent injected → workflow-server's server span joins the trace. ✓
  • Inside the /flow route (event writes via POST /api/v4/runs/.../events) goes through fetchV4notraceparent → workflow-server starts a fresh root and never joins the invocation trace. ✗

This is not sampling — the v4 requests genuinely carry no trace context.

Fix

Inject the active trace context in fetchV4, the single choke point for all v4 create/get/list requests, mirroring makeRequest:

init.headers.set('X-Request-Time',Date.now().toString());awaitinjectTraceContextIntoHeaders(init.headers);// ← addedreturnfetch(url,{ method,headers: init.headers, body,dispatcher: getDispatcher(config)});

Now workflow-server joins the /flow execution trace the same way it joins the start-site trace. No-op when no OpenTelemetry SDK is registered.

Guardrail

Adds a note to AGENTS.md (Architecture Notes → "Trace context propagation") requiring every new @workflow/world-vercel HTTP path to call injectTraceContextIntoHeaders and cover it in trace-propagation.test.ts, citing this v4 regression — so a future v5 events API doesn't repeat it.

Testing

  • New test in trace-propagation.test.ts: drives getWorkflowRunEventsV4 inside an active span (MockAgent + real fetch spy, W3C propagator registered) and asserts the outgoing v4 request carries traceparent matching the active span. Fails without the injection.
  • @workflow/world-vercel: full suite 163 passed; build + typecheck clean.

🤖 Generated with Claude Code

The v4 event path (createEvent / getEvent / listEvents) routes through
fetchV4 → global fetch with a custom undici dispatcher, bypassing both the
makeRequest path (where the explicit W3C trace-context injection lives) and
ambient undici auto-instrumentation. As a result, v4 event traffic from the
flow route carried no traceparent, so workflow-server could not parent its
spans to the invocation — its spans never joined the /flow execution trace,
even though v2/v3 reads/writes (via makeRequest) did join.
fetchV4 now calls injectTraceContextIntoHeaders before fetch, the single
choke point for all v4 create/get/list requests, mirroring makeRequest.
No-op when no OpenTelemetry SDK is registered.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@karthikscale3
karthikscale3 requested a review from a team as a code ownerJune 19, 2026 03:11
@changeset-bot

changeset-botBot commented Jun 19, 2026

Copy link
Copy Markdown

🦋 Changeset detected

Latest commit: 069beae

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 17 packages
NameType
@workflow/world-vercelPatch
@workflow/cliPatch
@workflow/corePatch
@workflow/webPatch
workflowPatch
@workflow/world-testingPatch
@workflow/buildersPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
@workflow/astroPatch
@workflow/nestPatch
@workflow/rollupPatch
@workflow/sveltekitPatch
@workflow/vitePatch
@workflow/nuxtPatch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

@vercel

vercelBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

@github-actions

github-actionsBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.040s (-9.0% 🟢)1.005s (~)0.966s101.00x
💻 LocalNitro0.040s (-2.0%)1.006s (~)0.966s101.01x
💻 LocalNext.js (Turbopack)0.047s (-29.1% 🟢)1.006s (~)0.959s101.18x
🐘 PostgresNext.js (Turbopack)0.056s (-20.9% 🟢)1.011s (~)0.956s101.41x
🐘 PostgresExpress0.057s (-21.9% 🟢)1.013s (~)0.957s101.44x
🐘 PostgresNitro0.061s (-3.0%)1.013s (~)0.952s101.54x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express0.277s (-26.7% 🟢)1.899s (-17.2% 🟢)1.622s101.00x
▲ VercelNext.js (Turbopack)0.293s (+0.8%)2.862s (+51.3% 🔺)2.568s101.06x
▲ VercelNitro0.298s (-20.6% 🟢)2.265s (+0.8%)1.967s101.08x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.083s (-1.7%)2.006s (~)0.923s101.00x
💻 LocalNitro1.085s (~)2.006s (~)0.921s101.00x
💻 LocalNext.js (Turbopack)1.100s (-4.1%)2.007s (~)0.906s101.02x
🐘 PostgresExpress1.102s (-0.5%)2.010s (~)0.908s101.02x
🐘 PostgresNext.js (Turbopack)1.102s (-3.4%)2.008s (~)0.906s101.02x
🐘 PostgresNitro1.106s (-1.3%)2.009s (~)0.903s101.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.616s (-8.4% 🟢)3.920s (+5.6% 🔺)2.304s101.00x
▲ VercelExpress1.665s (-14.0% 🟢)4.169s (+13.4% 🔺)2.504s101.03x
▲ VercelNitro3.597s (+55.2% 🔺)5.161s (+29.3% 🔺)1.564s102.23x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express10.482s (-0.7%)11.024s (~)0.542s31.00x
🐘 PostgresExpress10.487s (-0.6%)11.017s (~)0.531s31.00x
💻 LocalNitro10.491s (~)11.022s (~)0.531s31.00x
🐘 PostgresNitro10.518s (~)11.017s (~)0.499s31.00x
💻 LocalNext.js (Turbopack)10.555s (-2.3%)11.023s (~)0.468s31.01x
🐘 PostgresNext.js (Turbopack)10.576s (-2.6%)11.018s (~)0.443s31.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express13.542s (-25.1% 🟢)14.891s (-25.4% 🟢)1.349s31.00x
▲ VercelNitro13.562s (-28.5% 🟢)15.460s (-27.4% 🟢)1.899s21.00x
▲ VercelNext.js (Turbopack)14.129s (-1.3%)15.859s (-2.7%)1.730s21.04x

🔍 Observability: Express | Nitro | Next.js (Turbopack)

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express13.650s (-0.8%)14.027s (~)0.377s51.00x
💻 LocalNitro13.655s (~)14.027s (~)0.372s51.00x
🐘 PostgresExpress13.717s (-1.0%)14.019s (~)0.302s51.00x
🐘 PostgresNitro13.728s (-0.8%)14.019s (~)0.290s51.01x
🐘 PostgresNext.js (Turbopack)13.756s (-4.7%)14.020s (-6.6% 🟢)0.264s51.01x
💻 LocalNext.js (Turbopack)13.785s (-4.1%)14.028s (-6.7% 🟢)0.243s51.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro21.620s (-30.6% 🟢)22.973s (-29.4% 🟢)1.353s31.00x
▲ VercelExpress21.803s (-10.0% 🟢)23.047s (-12.0% 🟢)1.244s31.01x
▲ VercelNext.js (Turbopack)21.861s (-38.3% 🟢)23.683s (-35.7% 🟢)1.822s31.01x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express12.216s (-2.6%)13.026s (~)0.810s71.00x
💻 LocalNitro12.228s (+1.3%)13.025s (+1.0%)0.797s71.00x
🐘 PostgresNitro12.322s (-1.6%)13.014s (~)0.692s71.01x
🐘 PostgresExpress12.341s (-0.8%)13.016s (~)0.675s71.01x
💻 LocalNext.js (Turbopack)12.430s (-9.0% 🟢)13.026s (-7.1% 🟢)0.595s71.02x
🐘 PostgresNext.js (Turbopack)12.492s (-9.9% 🟢)13.015s (-8.1% 🟢)0.524s71.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express26.655s (-24.0% 🟢)28.257s (-23.4% 🟢)1.602s41.00x
▲ VercelNext.js (Turbopack)26.919s (-23.5% 🟢)29.117s (-21.1% 🟢)2.197s41.01x
▲ VercelNitro31.805s (-18.3% 🟢)33.394s (-18.4% 🟢)1.590s41.19x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.169s (-9.2% 🟢)2.008s (~)0.839s151.00x
💻 LocalExpress1.185s (+1.7%)2.006s (~)0.821s151.01x
🐘 PostgresNitro1.186s (-1.0%)2.009s (~)0.823s151.02x
🐘 PostgresExpress1.201s (-1.0%)2.008s (~)0.807s151.03x
💻 LocalNitro1.228s (+5.0%)2.006s (~)0.778s151.05x
💻 LocalNext.js (Turbopack)1.310s (+1.1%)2.006s (~)0.696s151.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.327s (-20.1% 🟢)3.923s (-11.0% 🟢)1.596s81.00x
▲ VercelExpress2.468s (+11.2% 🔺)3.675s (-5.4% 🟢)1.207s91.06x
▲ VercelNext.js (Turbopack)4.480s (+67.9% 🔺)6.200s (+51.3% 🔺)1.721s71.92x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.254s (-23.4% 🟢)2.222s (-7.2% 🟢)0.968s141.00x
🐘 PostgresExpress1.274s (-10.6% 🟢)2.007s (-16.1% 🟢)0.733s151.02x
🐘 PostgresNitro1.289s (-5.5% 🟢)2.074s (-17.3% 🟢)0.784s151.03x
💻 LocalExpress2.128s (+30.8% 🔺)2.392s (+19.2% 🔺)0.264s131.70x
💻 LocalNitro2.164s (+39.5% 🔺)2.590s (+28.8% 🔺)0.426s121.73x
💻 LocalNext.js (Turbopack)2.381s (+24.6% 🔺)3.009s (+31.2% 🔺)0.628s101.90x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)7.861s (+75.1% 🔺)10.043s (+55.0% 🔺)2.182s31.00x
▲ VercelNitro9.229s (+128.0% 🔺)10.968s (+92.4% 🔺)1.739s41.17x
▲ VercelExpress10.520s (+165.6% 🔺)12.136s (+114.0% 🔺)1.616s31.34x

🔍 Observability: Next.js (Turbopack) | Nitro | Express

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.461s (-8.4% 🟢)3.455s (-13.8% 🟢)1.994s91.00x
🐘 PostgresNext.js (Turbopack)1.470s (-53.5% 🟢)3.761s (-12.6% 🟢)2.291s81.01x
🐘 PostgresExpress1.492s (-15.4% 🟢)3.456s (-11.1% 🟢)1.964s91.02x
💻 LocalNitro4.650s (+35.9% 🔺)5.012s (+25.0% 🔺)0.362s63.18x
💻 LocalExpress5.335s (+22.1% 🔺)6.013s (+23.5% 🔺)0.678s53.65x
💻 LocalNext.js (Turbopack)6.964s (+20.6% 🔺)7.769s (+25.0% 🔺)0.805s44.77x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)11.897s (+111.5% 🔺)13.836s (+79.3% 🔺)1.939s31.00x
▲ VercelExpress13.950s (+153.4% 🔺)16.117s (+103.3% 🔺)2.167s21.17x
▲ VercelNitro16.357s (+167.0% 🔺)17.684s (+112.1% 🔺)1.328s21.37x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.152s (-10.0% 🟢)2.007s (~)0.855s151.00x
🐘 PostgresNitro1.185s (-2.2%)2.006s (~)0.821s151.03x
🐘 PostgresExpress1.193s (-2.0%)2.008s (~)0.815s151.04x
💻 LocalExpress1.203s (-23.7% 🟢)2.006s (~)0.803s151.04x
💻 LocalNitro1.279s (+6.5% 🔺)2.007s (~)0.728s151.11x
💻 LocalNext.js (Turbopack)1.309s (-6.4% 🟢)2.007s (~)0.698s151.14x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)4.966s (+33.5% 🔺)6.609s (+26.4% 🔺)1.643s51.00x
▲ VercelNitro5.177s (+45.1% 🔺)6.518s (+23.2% 🔺)1.341s51.04x
▲ VercelExpress13.445s (+478.7% 🔺)16.466s (+332.7% 🔺)3.021s32.71x

🔍 Observability: Next.js (Turbopack) | Nitro | Express

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.256s (-18.6% 🟢)2.008s (-9.6% 🟢)0.752s151.00x
🐘 PostgresExpress1.277s (-6.5% 🟢)2.008s (-13.3% 🟢)0.731s151.02x
🐘 PostgresNitro1.384s (-4.1%)2.075s (-13.3% 🟢)0.691s151.10x
💻 LocalNitro1.961s (+15.8% 🔺)2.315s (+15.2% 🔺)0.354s131.56x
💻 LocalExpress2.016s (+6.2% 🔺)2.592s (+20.6% 🔺)0.576s121.60x
💻 LocalNext.js (Turbopack)2.281s (+5.2% 🔺)3.009s (~)0.728s101.82x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express6.611s (+142.5% 🔺)8.229s (+80.1% 🔺)1.618s41.00x
▲ VercelNext.js (Turbopack)13.023s (+191.7% 🔺)14.557s (+136.5% 🔺)1.534s31.97x
▲ VercelNitro18.892s (+574.8% 🔺)20.055s (+379.6% 🔺)1.164s22.86x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.458s (-64.1% 🟢)3.884s (-12.6% 🟢)2.426s81.00x
🐘 PostgresExpress1.476s (-18.0% 🟢)3.309s (-17.5% 🟢)1.833s101.01x
🐘 PostgresNitro1.489s (-17.5% 🟢)3.675s (-14.5% 🟢)2.186s91.02x
💻 LocalNitro5.152s (+14.7% 🔺)5.679s (+13.3% 🔺)0.527s63.53x
💻 LocalExpress5.757s (+25.4% 🔺)6.215s (+24.0% 🔺)0.458s53.95x
💻 LocalNext.js (Turbopack)6.874s (+18.4% 🔺)7.419s (+15.6% 🔺)0.546s54.71x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)5.145s (+36.0% 🔺)7.663s (+46.5% 🔺)2.518s41.00x
▲ VercelExpress16.087s (+90.9% 🔺)17.127s (+67.2% 🔺)1.040s23.13x
▲ VercelNitro16.343s (+17.9% 🔺)17.353s (+10.8% 🔺)1.010s23.18x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.527s (-7.7% 🟢)1.023s (+1.7%)0.496s591.00x
💻 LocalExpress0.532s (-14.8% 🟢)1.005s (-1.7%)0.472s601.01x
🐘 PostgresNext.js (Turbopack)0.548s (-34.4% 🟢)1.023s (~)0.475s591.04x
💻 LocalNitro0.551s (+10.2% 🔺)1.005s (~)0.453s601.05x
🐘 PostgresNitro0.570s (-4.1%)1.040s (~)0.471s581.08x
💻 LocalNext.js (Turbopack)0.635s (-28.5% 🟢)1.022s (-1.6%)0.388s591.20x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.423s (-48.2% 🟢)4.823s (-42.2% 🟢)1.400s131.00x
▲ VercelNext.js (Turbopack)3.636s (-42.4% 🟢)5.119s (-37.1% 🟢)1.483s121.06x
▲ VercelExpress9.224s (+102.8% 🔺)10.433s (+61.0% 🔺)1.209s62.69x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.197s (-11.8% 🟢)2.007s (-1.1%)0.810s451.00x
🐘 PostgresNitro1.275s (-8.2% 🟢)2.007s (-1.1%)0.732s451.07x
🐘 PostgresNext.js (Turbopack)1.278s (-34.1% 🟢)2.007s (-3.3%)0.729s451.07x
💻 LocalExpress1.364s (-8.3% 🟢)2.006s (~)0.642s451.14x
💻 LocalNitro1.407s (+18.5% 🔺)2.006s (~)0.598s451.18x
💻 LocalNext.js (Turbopack)1.552s (-26.1% 🟢)2.007s (-33.3% 🟢)0.455s451.30x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro7.891s (-33.2% 🟢)10.140s (-28.4% 🟢)2.249s91.00x
▲ VercelExpress16.168s (-7.6% 🟢)18.077s (-5.7% 🟢)1.909s52.05x
▲ VercelNext.js (Turbopack)17.124s (+26.0% 🔺)18.909s (+23.4% 🔺)1.785s52.17x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.483s (-8.4% 🟢)3.058s (-1.7%)0.576s401.00x
🐘 PostgresNext.js (Turbopack)2.532s (-34.5% 🟢)3.007s (-26.2% 🟢)0.475s401.02x
🐘 PostgresNitro2.533s (-9.5% 🟢)3.112s (-1.7%)0.579s391.02x
💻 LocalExpress2.942s (-8.0% 🟢)3.332s (-16.9% 🟢)0.390s371.18x
💻 LocalNitro3.123s (+14.4% 🔺)3.626s (+12.5% 🔺)0.503s341.26x
💻 LocalNext.js (Turbopack)3.415s (-21.4% 🟢)4.010s (-20.0% 🟢)0.594s301.38x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro18.647s (-29.1% 🟢)20.093s (-28.5% 🟢)1.446s61.00x
▲ VercelExpress24.035s (-7.8% 🟢)25.612s (-8.6% 🟢)1.577s51.29x
▲ VercelNext.js (Turbopack)32.111s (+28.5% 🔺)33.973s (+26.9% 🔺)1.862s41.72x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.165s (-44.0% 🟢)1.006s (~)0.841s601.00x
🐘 PostgresExpress0.206s (-11.0% 🟢)1.006s (~)0.800s601.25x
🐘 PostgresNitro0.210s (-11.0% 🟢)1.006s (~)0.796s601.27x
💻 LocalNitro0.338s (-9.3% 🟢)1.004s (~)0.666s602.06x
💻 LocalExpress0.339s (-22.8% 🟢)1.005s (~)0.665s602.06x
💻 LocalNext.js (Turbopack)0.639s (+9.7% 🔺)1.022s (+1.7%)0.384s593.88x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.666s (-11.0% 🟢)3.772s (-2.9%)2.106s161.00x
▲ VercelExpress1.989s (+28.3% 🔺)3.457s (+20.5% 🔺)1.468s181.19x
▲ VercelNitro2.587s (+100.4% 🔺)3.899s (+35.7% 🔺)1.312s171.55x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.264s (-51.0% 🟢)1.017s (-9.0% 🟢)0.753s891.00x
🐘 PostgresNitro0.323s (-5.5% 🟢)1.017s (~)0.694s891.22x
🐘 PostgresExpress0.328s (-7.8% 🟢)1.006s (-3.2%)0.679s901.24x
💻 LocalExpress1.968s (-5.8% 🟢)2.468s (-7.1% 🟢)0.500s377.45x
💻 LocalNitro2.032s (+33.3% 🔺)2.496s (+15.9% 🔺)0.464s377.69x
💻 LocalNext.js (Turbopack)2.738s (+17.5% 🔺)3.454s (+12.3% 🔺)0.716s2710.37x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)6.074s (+99.6% 🔺)8.240s (+72.0% 🔺)2.167s121.00x
▲ VercelExpress6.107s (+108.7% 🔺)7.857s (+63.8% 🔺)1.750s131.01x
▲ VercelNitro8.292s (+202.0% 🔺)10.318s (+115.8% 🔺)2.026s101.37x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.463s (-82.3% 🟢)2.959s (-14.8% 🟢)2.496s411.00x
🐘 PostgresExpress0.494s (-13.1% 🟢)1.023s (-15.9% 🟢)0.529s1181.07x
🐘 PostgresNitro0.502s (-11.6% 🟢)1.023s (-17.0% 🟢)0.520s1181.08x
💻 LocalExpress9.335s (+12.4% 🔺)10.032s (+13.0% 🔺)0.697s1220.15x
💻 LocalNitro9.675s (+53.3% 🔺)10.614s (+57.4% 🔺)0.939s1220.89x
💻 LocalNext.js (Turbopack)10.888s (+1.2%)12.033s (+4.0%)1.145s1023.51x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.454s (-34.5% 🟢)5.073s (-27.7% 🟢)1.619s241.00x
▲ VercelNext.js (Turbopack)5.376s (+11.0% 🔺)6.979s (+6.8% 🔺)1.603s181.56x
▲ VercelExpress7.141s (+30.7% 🔺)8.611s (+21.5% 🔺)1.470s142.07x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.147s (-6.8% 🟢)2.001s (~)0.001s (-7.7% 🟢)2.009s (~)0.863s101.00x
💻 LocalExpress1.154s (~)2.005s (~)0.012s (+20.8% 🔺)2.019s (~)0.866s101.01x
🐘 PostgresNitro1.165s (~)1.995s (~)0.001s (+40.0% 🔺)2.012s (~)0.847s101.02x
💻 LocalNitro1.165s (+4.2%)2.005s (~)0.010s (-63.7% 🟢)2.017s (-1.0%)0.853s101.02x
💻 LocalNext.js (Turbopack)1.173s (-3.1%)2.004s (~)0.013s (~)2.020s (~)0.848s101.02x
🐘 PostgresExpress1.179s (~)1.998s (~)0.001s (-9.1% 🟢)2.010s (~)0.831s101.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.059s (+53.8% 🔺)4.764s (+25.2% 🔺)7.793s (+882.4% 🔺)12.996s (+157.1% 🔺)8.937s101.00x
▲ VercelExpress4.248s (+76.9% 🔺)5.112s (+39.0% 🔺)7.404s (+899.2% 🔺)13.399s (+174.9% 🔺)9.151s101.05x
▲ VercelNext.js (Turbopack)4.357s (+72.8% 🔺)4.965s (+30.0% 🔺)11.156s (+1281.7% 🔺)17.081s (+236.0% 🔺)12.723s101.07x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.560s (~)2.010s (~)0.012s (-10.3% 🟢)2.023s (~)0.463s301.00x
💻 LocalNitro1.560s (+8.5% 🔺)2.010s (~)0.013s (-27.0% 🟢)2.025s (~)0.465s301.00x
🐘 PostgresNext.js (Turbopack)1.569s (-12.1% 🟢)2.010s (~)0.005s (-7.1% 🟢)2.023s (~)0.455s301.01x
🐘 PostgresNitro1.573s (~)2.003s (~)0.005s (-6.8% 🟢)2.026s (~)0.452s301.01x
🐘 PostgresExpress1.579s (~)2.003s (~)0.005s (+12.1% 🔺)2.027s (~)0.449s301.01x
💻 LocalNext.js (Turbopack)1.641s (-6.2% 🟢)2.010s (~)0.012s (-4.6%)2.025s (~)0.385s301.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro6.368s (-11.1% 🟢)7.706s (-11.0% 🟢)0.234s (-1.3%)8.373s (-11.0% 🟢)2.006s81.00x
▲ VercelNext.js (Turbopack)6.663s (-21.6% 🟢)7.937s (-19.1% 🟢)0.244s (-7.4% 🟢)8.585s (-18.8% 🟢)1.922s71.05x
▲ VercelExpress7.056s (+10.5% 🔺)8.348s (+6.9% 🔺)0.590s (+229.7% 🔺)9.403s (+11.2% 🔺)2.347s71.11x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.721s (-6.8% 🟢)1.043s (-0.5%)0.000s (-3.5%)1.061s (-3.0%)0.340s571.00x
🐘 PostgresExpress0.724s (-5.3% 🟢)1.049s (+2.4%)0.000s (-50.9% 🟢)1.059s (~)0.335s581.00x
🐘 PostgresNext.js (Turbopack)0.734s (-28.1% 🟢)1.035s (-29.3% 🟢)0.000s (+6.0% 🔺)1.041s (-29.3% 🟢)0.308s581.02x
💻 LocalExpress1.306s (-4.2%)2.013s (~)0.000s (-16.7% 🟢)2.015s (~)0.709s301.81x
💻 LocalNitro1.319s (+22.6% 🔺)2.013s (+9.6% 🔺)0.000s (-56.8% 🟢)2.016s (+9.6% 🔺)0.698s301.83x
💻 LocalNext.js (Turbopack)1.490s (-1.5%)2.013s (~)0.000s (-33.3% 🟢)2.016s (~)0.526s302.07x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.410s (+45.5% 🔺)5.351s (+17.2% 🔺)0.000s (+Infinity% 🔺)5.899s (+17.1% 🔺)1.489s111.00x
▲ VercelNitro4.499s (+19.8% 🔺)5.556s (+3.2%)0.000s (~)5.985s (+2.1%)1.487s111.02x
▲ VercelNext.js (Turbopack)4.704s (+36.4% 🔺)5.845s (+22.6% 🔺)0.000s (-100.0% 🟢)6.267s (+19.1% 🔺)1.563s101.07x

🔍 Observability: Express | Nitro | Next.js (Turbopack)

fan-out fan-in 10 streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.525s (-1.7%)2.172s (+1.8%)0.000s (+3.6%)2.187s (+1.9%)0.662s281.00x
🐘 PostgresExpress1.664s (+3.1%)2.289s (+10.9% 🔺)0.000s (NaN%)2.316s (+10.9% 🔺)0.652s271.09x
🐘 PostgresNext.js (Turbopack)1.950s (-7.6% 🟢)2.503s (-3.2%)0.000s (~)2.519s (-3.0%)0.569s241.28x
💻 LocalNitro3.299s (+49.5% 🔺)3.965s (+44.6% 🔺)0.001s (-14.9% 🟢)3.971s (+44.2% 🔺)0.673s162.16x
💻 LocalExpress3.397s (+15.9% 🔺)3.839s (+4.6%)0.001s (+70.0% 🔺)3.845s (+4.7%)0.448s162.23x
💻 LocalNext.js (Turbopack)4.337s (+49.5% 🔺)4.799s (+42.9% 🔺)0.000s (-38.5% 🟢)4.805s (+42.9% 🔺)0.468s132.84x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro6.338s (+20.8% 🔺)7.631s (+18.2% 🔺)0.000s (+Infinity% 🔺)8.034s (+16.0% 🔺)1.696s81.00x
▲ VercelExpress6.579s (+15.6% 🔺)7.461s (+3.3%)0.000s (NaN%)7.856s (+2.2%)1.276s81.04x
▲ VercelNext.js (Turbopack)6.590s (-9.1% 🟢)7.884s (-6.1% 🟢)0.000s (+200.0% 🔺)8.301s (-6.2% 🟢)1.711s81.04x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalExpress16/21
🐘 PostgresNext.js (Turbopack)11/21
▲ VercelNitro9/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres13/21
Next.js (Turbopack)🐘 Postgres17/21
Nitro🐘 Postgres14/21
Column Definitions
  • Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
  • TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
  • Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
  • Wall Time: Total testbench time (trigger workflow + poll for result)
  • Overhead: Testbench overhead (Wall Time - Workflow Time)
  • Samples: Number of benchmark iterations run
  • vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

  • 💻 Local: In-memory filesystem world (local development)
  • 🐘 Postgres: PostgreSQL database world (local development)
  • ▲ Vercel: Vercel production/preview deployment
  • 🌐 Turso: Community world (local development)
  • 🌐 MongoDB: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Jazz: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Redis + BullMQ: Community world (local development)
  • 🌐 Cloudflare: Community world (local development)
  • 🌐 MySQL: Community world (local development)
  • 🌐 Azure: Community world (local development)
  • 🌐 NATS JetStream: Community world (local development)
  • 🌐 Upstash: Community world (local development)

📋 View full workflow run

@github-actions

github-actionsBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

🧪 E2E Test Results

Some tests failed

Summary

PassedFailedSkippedTotal
❌ ▲ Vercel Production144022301672
✅ 💻 Local Development190902192128
✅ 📦 Local Production190902192128
✅ 🐘 Local Postgres189502332128
✅ 🪟 Windows15200152
✅ 📋 Other88501791064
Total8190210809272

❌ Failed Tests

▲ Vercel Production (2 failed)

fastify (1 failed):

vite (1 failed):

  • hookGetConflictThenStepParallelWorkflow - hook.getConflict() continuation step runs alongside other steps | wrun_01KVEZD87EZ0QD88HVEV23TCFV | 🔍 observability

Details by Category

❌ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro125027
✅ example125027
✅ express125027
❌ fastify124127
✅ hono125027
✅ nextjs-turbopack14903
✅ nextjs-webpack14903
✅ nitro125027
✅ nuxt125027
✅ sveltekit14408
❌ vite124127
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable127025
✅ express-stable127025
✅ fastify-stable127025
✅ hono-stable127025
✅ nextjs-turbopack-canary133019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15200
✅ nextjs-turbopack-stable-lazy-discovery-enabled15200
✅ nextjs-webpack-canary133019
✅ nextjs-webpack-stable-lazy-discovery-disabled15200
✅ nextjs-webpack-stable-lazy-discovery-enabled15200
✅ nitro-stable127025
✅ nuxt-stable127025
✅ sveltekit-stable14606
✅ vite-stable127025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable127025
✅ express-stable127025
✅ fastify-stable127025
✅ hono-stable127025
✅ nextjs-turbopack-canary133019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15200
✅ nextjs-turbopack-stable-lazy-discovery-enabled15200
✅ nextjs-webpack-canary133019
✅ nextjs-webpack-stable-lazy-discovery-disabled15200
✅ nextjs-webpack-stable-lazy-discovery-enabled15200
✅ nitro-stable127025
✅ nuxt-stable127025
✅ sveltekit-stable14606
✅ vite-stable127025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable126026
✅ express-stable126026
✅ fastify-stable126026
✅ hono-stable126026
✅ nextjs-turbopack-canary132020
✅ nextjs-turbopack-stable-lazy-discovery-disabled15101
✅ nextjs-turbopack-stable-lazy-discovery-enabled15101
✅ nextjs-webpack-canary132020
✅ nextjs-webpack-stable-lazy-discovery-disabled15101
✅ nextjs-webpack-stable-lazy-discovery-enabled15101
✅ nitro-stable126026
✅ nuxt-stable126026
✅ sveltekit-stable14507
✅ vite-stable126026
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack15200
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable127025
✅ e2e-local-dev-tanstack-start-127025
✅ e2e-local-postgres-nest-stable126026
✅ e2e-local-postgres-tanstack-start-126026
✅ e2e-local-prod-nest-stable127025
✅ e2e-local-prod-tanstack-start-127025
✅ e2e-vercel-prod-tanstack-start125027

📋 View full workflow run


Some E2E test jobs failed:

  • Vercel Prod: failure
  • Local Dev: success
  • Local Prod: success
  • Local Postgres: success
  • Windows: success

Check the workflow run for details.

…P paths
Codify the guardrail that the v4 regression revealed: any outgoing
world-vercel request must call injectTraceContextIntoHeaders (auto-
instrumentation can't be relied on with the custom dispatcher / global fetch),
with a test in trace-propagation.test.ts.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@karthikscale3
karthikscale3 merged commit 90efb96 into mainJun 19, 2026
118 of 121 checks passed
@karthikscale3
karthikscale3 deleted the karthik/v4-trace-injection branch June 19, 2026 14:02
@github-actionsgithub-actionsBot mentioned this pull request Jun 19, 2026
@github-actions

Copy link
Copy Markdown
Contributor

No backport to stable for 90efb96 (AI decision).

The fix builds entirely on main-only behavior: the v4 events path (events-v4.ts, fetchV4, getWorkflowRunEventsV4), the trace-propagation.test.ts file, and the injectTraceContextIntoHeaders trace-injection infrastructure it relies on all do not exist on stable (verified via git ls-tree/git grep origin/stable). The remaining changes are an AGENTS.md guardrail note about that main-only mechanism and a changeset, so there is nothing applicable to backport.

To override, re-run the Backport to stable workflow manually via workflow_dispatch and paste this commit SHA into the ref input:

90efb9653c0f289c3207a8a2f192f2b5ca8c2d61

pranaygp added a commit that referenced this pull request Jun 22, 2026
…testing
* origin/main:
Version Packages (beta) (#2540)
perf(core): memoize step return value hydration across inline replays (#2472)
[core] Fix abort signal not reflected in subsequent step (replay-ordering flake) (#2412)
Amend lazy discovery removal changeset (#2560)
[docs] Document minimum SDK version for using hook.getConflict (#2423)
Update default CODEOWNERS (#2556)
Optimize and fix the default eager build mode (#2546)
Revert "fix(world-vercel): cancel v4 event frame stream on early exit (#2547)" (#2554)
[core] Turbo mode: fast-path the first invocation (#2526)
Remove lazy discovery from workflow/next (#2545)
fix(world-vercel): cancel v4 event frame stream on early exit (#2547)
feat(docs): add eve and AI SDK to product switcher (#2543)
[vitest] Fix local imports failing to load in test step bundles (#2351)
[builders] Fix unicode-escape crash in workflow graph extraction (#2324)
Version Packages (beta) (#2495)
otel(world-vercel): inject trace context on v4 event requests (#2533)
Bump undici to 7.28.0 (#2534)
Default source maps to dev-on / prod-off (#2529)
otel: nest linked-mode invocations under the delivery context (route + execution in one trace) (#2527)
perf(core): parallel inline steps + optimistic lazy step start (#2516)
pranaygp added a commit to marcopiraccini/workflow that referenced this pull request Jun 22, 2026
* origin/main: (120 commits)
Version Packages (beta) (vercel#2540)
perf(core): memoize step return value hydration across inline replays (vercel#2472)
[core] Fix abort signal not reflected in subsequent step (replay-ordering flake) (vercel#2412)
Amend lazy discovery removal changeset (vercel#2560)
[docs] Document minimum SDK version for using hook.getConflict (vercel#2423)
Update default CODEOWNERS (vercel#2556)
Optimize and fix the default eager build mode (vercel#2546)
Revert "fix(world-vercel): cancel v4 event frame stream on early exit (vercel#2547)" (vercel#2554)
[core] Turbo mode: fast-path the first invocation (vercel#2526)
Remove lazy discovery from workflow/next (vercel#2545)
fix(world-vercel): cancel v4 event frame stream on early exit (vercel#2547)
feat(docs): add eve and AI SDK to product switcher (vercel#2543)
[vitest] Fix local imports failing to load in test step bundles (vercel#2351)
[builders] Fix unicode-escape crash in workflow graph extraction (vercel#2324)
Version Packages (beta) (vercel#2495)
otel(world-vercel): inject trace context on v4 event requests (vercel#2533)
Bump undici to 7.28.0 (vercel#2534)
Default source maps to dev-on / prod-off (vercel#2529)
otel: nest linked-mode invocations under the delivery context (route + execution in one trace) (vercel#2527)
perf(core): parallel inline steps + optimistic lazy step start (vercel#2516)
...
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants

@karthikscale3@pranaygp
, 'i'); if (__m === '*' || __re.test(location.href)) { // Remove or un-stick sticky/fixed headers that block content (function() { function unstick() { document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) { if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') { el.style.position = 'static'; el.style.top = 'auto'; el.style.zIndex = 'auto'; } }); } unstick(); var observer = new MutationObserver(unstick); observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] }); })(); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' otel(world-vercel): inject trace context on v4 event requests by karthikscale3 · Pull Request #2533 · vercel/workflow · GitHub
Skip to content

otel(world-vercel): inject trace context on v4 event requests - #2533

Merged
karthikscale3 merged 3 commits into
mainfrom
karthik/v4-trace-injection
Jun 19, 2026
Merged

otel(world-vercel): inject trace context on v4 event requests#2533
karthikscale3 merged 3 commits into
mainfrom
karthik/v4-trace-injection

Conversation

@karthikscale3

@karthikscale3karthikscale3 commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

Summary

v4 event requests don't propagate W3C trace context to workflow-server, so workflow-server spans never join the /flow execution trace — while v2/v3 calls do. This restores propagation for v4.

Root cause

The explicit trace-context injection added for cross-service correlation lives in world-vercel's makeRequest (the v2/v3 path):

// utils.ts — runs inside the `http <method>` client spanawaitinjectTraceContextIntoHeaders(headers);

The v4 event path (createWorkflowRunEventV4 / getEventV4 / getWorkflowRunEventsV4) was routed through a separate fetchV4 → global fetch helper (to keep v4 traffic visible in Vercel's outgoing-requests view). fetchV4 builds headers from getHttpConfig (auth/UA only), sets X-Request-Time, and calls fetch(...) with a custom undici dispatcher — it never calls injectTraceContextIntoHeaders, and the custom dispatcher means ambient undici auto-instrumentation can't be relied on for injection either.

Net effect, observable in traces:

  • Start-site request (/api/run/... → run-status reads via GET /api/v2/runs/:runId) goes through makeRequesttraceparent injected → workflow-server's server span joins the trace. ✓
  • Inside the /flow route (event writes via POST /api/v4/runs/.../events) goes through fetchV4notraceparent → workflow-server starts a fresh root and never joins the invocation trace. ✗

This is not sampling — the v4 requests genuinely carry no trace context.

Fix

Inject the active trace context in fetchV4, the single choke point for all v4 create/get/list requests, mirroring makeRequest:

init.headers.set('X-Request-Time',Date.now().toString());awaitinjectTraceContextIntoHeaders(init.headers);// ← addedreturnfetch(url,{ method,headers: init.headers, body,dispatcher: getDispatcher(config)});

Now workflow-server joins the /flow execution trace the same way it joins the start-site trace. No-op when no OpenTelemetry SDK is registered.

Guardrail

Adds a note to AGENTS.md (Architecture Notes → "Trace context propagation") requiring every new @workflow/world-vercel HTTP path to call injectTraceContextIntoHeaders and cover it in trace-propagation.test.ts, citing this v4 regression — so a future v5 events API doesn't repeat it.

Testing

  • New test in trace-propagation.test.ts: drives getWorkflowRunEventsV4 inside an active span (MockAgent + real fetch spy, W3C propagator registered) and asserts the outgoing v4 request carries traceparent matching the active span. Fails without the injection.
  • @workflow/world-vercel: full suite 163 passed; build + typecheck clean.

🤖 Generated with Claude Code

The v4 event path (createEvent / getEvent / listEvents) routes through
fetchV4 → global fetch with a custom undici dispatcher, bypassing both the
makeRequest path (where the explicit W3C trace-context injection lives) and
ambient undici auto-instrumentation. As a result, v4 event traffic from the
flow route carried no traceparent, so workflow-server could not parent its
spans to the invocation — its spans never joined the /flow execution trace,
even though v2/v3 reads/writes (via makeRequest) did join.
fetchV4 now calls injectTraceContextIntoHeaders before fetch, the single
choke point for all v4 create/get/list requests, mirroring makeRequest.
No-op when no OpenTelemetry SDK is registered.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@karthikscale3
karthikscale3 requested a review from a team as a code ownerJune 19, 2026 03:11
@changeset-bot

changeset-botBot commented Jun 19, 2026

Copy link
Copy Markdown

🦋 Changeset detected

Latest commit: 069beae

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 17 packages
NameType
@workflow/world-vercelPatch
@workflow/cliPatch
@workflow/corePatch
@workflow/webPatch
workflowPatch
@workflow/world-testingPatch
@workflow/buildersPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
@workflow/astroPatch
@workflow/nestPatch
@workflow/rollupPatch
@workflow/sveltekitPatch
@workflow/vitePatch
@workflow/nuxtPatch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

@vercel

vercelBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

@github-actions

github-actionsBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.040s (-9.0% 🟢)1.005s (~)0.966s101.00x
💻 LocalNitro0.040s (-2.0%)1.006s (~)0.966s101.01x
💻 LocalNext.js (Turbopack)0.047s (-29.1% 🟢)1.006s (~)0.959s101.18x
🐘 PostgresNext.js (Turbopack)0.056s (-20.9% 🟢)1.011s (~)0.956s101.41x
🐘 PostgresExpress0.057s (-21.9% 🟢)1.013s (~)0.957s101.44x
🐘 PostgresNitro0.061s (-3.0%)1.013s (~)0.952s101.54x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express0.277s (-26.7% 🟢)1.899s (-17.2% 🟢)1.622s101.00x
▲ VercelNext.js (Turbopack)0.293s (+0.8%)2.862s (+51.3% 🔺)2.568s101.06x
▲ VercelNitro0.298s (-20.6% 🟢)2.265s (+0.8%)1.967s101.08x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.083s (-1.7%)2.006s (~)0.923s101.00x
💻 LocalNitro1.085s (~)2.006s (~)0.921s101.00x
💻 LocalNext.js (Turbopack)1.100s (-4.1%)2.007s (~)0.906s101.02x
🐘 PostgresExpress1.102s (-0.5%)2.010s (~)0.908s101.02x
🐘 PostgresNext.js (Turbopack)1.102s (-3.4%)2.008s (~)0.906s101.02x
🐘 PostgresNitro1.106s (-1.3%)2.009s (~)0.903s101.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.616s (-8.4% 🟢)3.920s (+5.6% 🔺)2.304s101.00x
▲ VercelExpress1.665s (-14.0% 🟢)4.169s (+13.4% 🔺)2.504s101.03x
▲ VercelNitro3.597s (+55.2% 🔺)5.161s (+29.3% 🔺)1.564s102.23x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express10.482s (-0.7%)11.024s (~)0.542s31.00x
🐘 PostgresExpress10.487s (-0.6%)11.017s (~)0.531s31.00x
💻 LocalNitro10.491s (~)11.022s (~)0.531s31.00x
🐘 PostgresNitro10.518s (~)11.017s (~)0.499s31.00x
💻 LocalNext.js (Turbopack)10.555s (-2.3%)11.023s (~)0.468s31.01x
🐘 PostgresNext.js (Turbopack)10.576s (-2.6%)11.018s (~)0.443s31.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express13.542s (-25.1% 🟢)14.891s (-25.4% 🟢)1.349s31.00x
▲ VercelNitro13.562s (-28.5% 🟢)15.460s (-27.4% 🟢)1.899s21.00x
▲ VercelNext.js (Turbopack)14.129s (-1.3%)15.859s (-2.7%)1.730s21.04x

🔍 Observability: Express | Nitro | Next.js (Turbopack)

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express13.650s (-0.8%)14.027s (~)0.377s51.00x
💻 LocalNitro13.655s (~)14.027s (~)0.372s51.00x
🐘 PostgresExpress13.717s (-1.0%)14.019s (~)0.302s51.00x
🐘 PostgresNitro13.728s (-0.8%)14.019s (~)0.290s51.01x
🐘 PostgresNext.js (Turbopack)13.756s (-4.7%)14.020s (-6.6% 🟢)0.264s51.01x
💻 LocalNext.js (Turbopack)13.785s (-4.1%)14.028s (-6.7% 🟢)0.243s51.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro21.620s (-30.6% 🟢)22.973s (-29.4% 🟢)1.353s31.00x
▲ VercelExpress21.803s (-10.0% 🟢)23.047s (-12.0% 🟢)1.244s31.01x
▲ VercelNext.js (Turbopack)21.861s (-38.3% 🟢)23.683s (-35.7% 🟢)1.822s31.01x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express12.216s (-2.6%)13.026s (~)0.810s71.00x
💻 LocalNitro12.228s (+1.3%)13.025s (+1.0%)0.797s71.00x
🐘 PostgresNitro12.322s (-1.6%)13.014s (~)0.692s71.01x
🐘 PostgresExpress12.341s (-0.8%)13.016s (~)0.675s71.01x
💻 LocalNext.js (Turbopack)12.430s (-9.0% 🟢)13.026s (-7.1% 🟢)0.595s71.02x
🐘 PostgresNext.js (Turbopack)12.492s (-9.9% 🟢)13.015s (-8.1% 🟢)0.524s71.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express26.655s (-24.0% 🟢)28.257s (-23.4% 🟢)1.602s41.00x
▲ VercelNext.js (Turbopack)26.919s (-23.5% 🟢)29.117s (-21.1% 🟢)2.197s41.01x
▲ VercelNitro31.805s (-18.3% 🟢)33.394s (-18.4% 🟢)1.590s41.19x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.169s (-9.2% 🟢)2.008s (~)0.839s151.00x
💻 LocalExpress1.185s (+1.7%)2.006s (~)0.821s151.01x
🐘 PostgresNitro1.186s (-1.0%)2.009s (~)0.823s151.02x
🐘 PostgresExpress1.201s (-1.0%)2.008s (~)0.807s151.03x
💻 LocalNitro1.228s (+5.0%)2.006s (~)0.778s151.05x
💻 LocalNext.js (Turbopack)1.310s (+1.1%)2.006s (~)0.696s151.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.327s (-20.1% 🟢)3.923s (-11.0% 🟢)1.596s81.00x
▲ VercelExpress2.468s (+11.2% 🔺)3.675s (-5.4% 🟢)1.207s91.06x
▲ VercelNext.js (Turbopack)4.480s (+67.9% 🔺)6.200s (+51.3% 🔺)1.721s71.92x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.254s (-23.4% 🟢)2.222s (-7.2% 🟢)0.968s141.00x
🐘 PostgresExpress1.274s (-10.6% 🟢)2.007s (-16.1% 🟢)0.733s151.02x
🐘 PostgresNitro1.289s (-5.5% 🟢)2.074s (-17.3% 🟢)0.784s151.03x
💻 LocalExpress2.128s (+30.8% 🔺)2.392s (+19.2% 🔺)0.264s131.70x
💻 LocalNitro2.164s (+39.5% 🔺)2.590s (+28.8% 🔺)0.426s121.73x
💻 LocalNext.js (Turbopack)2.381s (+24.6% 🔺)3.009s (+31.2% 🔺)0.628s101.90x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)7.861s (+75.1% 🔺)10.043s (+55.0% 🔺)2.182s31.00x
▲ VercelNitro9.229s (+128.0% 🔺)10.968s (+92.4% 🔺)1.739s41.17x
▲ VercelExpress10.520s (+165.6% 🔺)12.136s (+114.0% 🔺)1.616s31.34x

🔍 Observability: Next.js (Turbopack) | Nitro | Express

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.461s (-8.4% 🟢)3.455s (-13.8% 🟢)1.994s91.00x
🐘 PostgresNext.js (Turbopack)1.470s (-53.5% 🟢)3.761s (-12.6% 🟢)2.291s81.01x
🐘 PostgresExpress1.492s (-15.4% 🟢)3.456s (-11.1% 🟢)1.964s91.02x
💻 LocalNitro4.650s (+35.9% 🔺)5.012s (+25.0% 🔺)0.362s63.18x
💻 LocalExpress5.335s (+22.1% 🔺)6.013s (+23.5% 🔺)0.678s53.65x
💻 LocalNext.js (Turbopack)6.964s (+20.6% 🔺)7.769s (+25.0% 🔺)0.805s44.77x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)11.897s (+111.5% 🔺)13.836s (+79.3% 🔺)1.939s31.00x
▲ VercelExpress13.950s (+153.4% 🔺)16.117s (+103.3% 🔺)2.167s21.17x
▲ VercelNitro16.357s (+167.0% 🔺)17.684s (+112.1% 🔺)1.328s21.37x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.152s (-10.0% 🟢)2.007s (~)0.855s151.00x
🐘 PostgresNitro1.185s (-2.2%)2.006s (~)0.821s151.03x
🐘 PostgresExpress1.193s (-2.0%)2.008s (~)0.815s151.04x
💻 LocalExpress1.203s (-23.7% 🟢)2.006s (~)0.803s151.04x
💻 LocalNitro1.279s (+6.5% 🔺)2.007s (~)0.728s151.11x
💻 LocalNext.js (Turbopack)1.309s (-6.4% 🟢)2.007s (~)0.698s151.14x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)4.966s (+33.5% 🔺)6.609s (+26.4% 🔺)1.643s51.00x
▲ VercelNitro5.177s (+45.1% 🔺)6.518s (+23.2% 🔺)1.341s51.04x
▲ VercelExpress13.445s (+478.7% 🔺)16.466s (+332.7% 🔺)3.021s32.71x

🔍 Observability: Next.js (Turbopack) | Nitro | Express

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.256s (-18.6% 🟢)2.008s (-9.6% 🟢)0.752s151.00x
🐘 PostgresExpress1.277s (-6.5% 🟢)2.008s (-13.3% 🟢)0.731s151.02x
🐘 PostgresNitro1.384s (-4.1%)2.075s (-13.3% 🟢)0.691s151.10x
💻 LocalNitro1.961s (+15.8% 🔺)2.315s (+15.2% 🔺)0.354s131.56x
💻 LocalExpress2.016s (+6.2% 🔺)2.592s (+20.6% 🔺)0.576s121.60x
💻 LocalNext.js (Turbopack)2.281s (+5.2% 🔺)3.009s (~)0.728s101.82x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express6.611s (+142.5% 🔺)8.229s (+80.1% 🔺)1.618s41.00x
▲ VercelNext.js (Turbopack)13.023s (+191.7% 🔺)14.557s (+136.5% 🔺)1.534s31.97x
▲ VercelNitro18.892s (+574.8% 🔺)20.055s (+379.6% 🔺)1.164s22.86x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.458s (-64.1% 🟢)3.884s (-12.6% 🟢)2.426s81.00x
🐘 PostgresExpress1.476s (-18.0% 🟢)3.309s (-17.5% 🟢)1.833s101.01x
🐘 PostgresNitro1.489s (-17.5% 🟢)3.675s (-14.5% 🟢)2.186s91.02x
💻 LocalNitro5.152s (+14.7% 🔺)5.679s (+13.3% 🔺)0.527s63.53x
💻 LocalExpress5.757s (+25.4% 🔺)6.215s (+24.0% 🔺)0.458s53.95x
💻 LocalNext.js (Turbopack)6.874s (+18.4% 🔺)7.419s (+15.6% 🔺)0.546s54.71x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)5.145s (+36.0% 🔺)7.663s (+46.5% 🔺)2.518s41.00x
▲ VercelExpress16.087s (+90.9% 🔺)17.127s (+67.2% 🔺)1.040s23.13x
▲ VercelNitro16.343s (+17.9% 🔺)17.353s (+10.8% 🔺)1.010s23.18x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.527s (-7.7% 🟢)1.023s (+1.7%)0.496s591.00x
💻 LocalExpress0.532s (-14.8% 🟢)1.005s (-1.7%)0.472s601.01x
🐘 PostgresNext.js (Turbopack)0.548s (-34.4% 🟢)1.023s (~)0.475s591.04x
💻 LocalNitro0.551s (+10.2% 🔺)1.005s (~)0.453s601.05x
🐘 PostgresNitro0.570s (-4.1%)1.040s (~)0.471s581.08x
💻 LocalNext.js (Turbopack)0.635s (-28.5% 🟢)1.022s (-1.6%)0.388s591.20x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.423s (-48.2% 🟢)4.823s (-42.2% 🟢)1.400s131.00x
▲ VercelNext.js (Turbopack)3.636s (-42.4% 🟢)5.119s (-37.1% 🟢)1.483s121.06x
▲ VercelExpress9.224s (+102.8% 🔺)10.433s (+61.0% 🔺)1.209s62.69x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.197s (-11.8% 🟢)2.007s (-1.1%)0.810s451.00x
🐘 PostgresNitro1.275s (-8.2% 🟢)2.007s (-1.1%)0.732s451.07x
🐘 PostgresNext.js (Turbopack)1.278s (-34.1% 🟢)2.007s (-3.3%)0.729s451.07x
💻 LocalExpress1.364s (-8.3% 🟢)2.006s (~)0.642s451.14x
💻 LocalNitro1.407s (+18.5% 🔺)2.006s (~)0.598s451.18x
💻 LocalNext.js (Turbopack)1.552s (-26.1% 🟢)2.007s (-33.3% 🟢)0.455s451.30x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro7.891s (-33.2% 🟢)10.140s (-28.4% 🟢)2.249s91.00x
▲ VercelExpress16.168s (-7.6% 🟢)18.077s (-5.7% 🟢)1.909s52.05x
▲ VercelNext.js (Turbopack)17.124s (+26.0% 🔺)18.909s (+23.4% 🔺)1.785s52.17x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.483s (-8.4% 🟢)3.058s (-1.7%)0.576s401.00x
🐘 PostgresNext.js (Turbopack)2.532s (-34.5% 🟢)3.007s (-26.2% 🟢)0.475s401.02x
🐘 PostgresNitro2.533s (-9.5% 🟢)3.112s (-1.7%)0.579s391.02x
💻 LocalExpress2.942s (-8.0% 🟢)3.332s (-16.9% 🟢)0.390s371.18x
💻 LocalNitro3.123s (+14.4% 🔺)3.626s (+12.5% 🔺)0.503s341.26x
💻 LocalNext.js (Turbopack)3.415s (-21.4% 🟢)4.010s (-20.0% 🟢)0.594s301.38x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro18.647s (-29.1% 🟢)20.093s (-28.5% 🟢)1.446s61.00x
▲ VercelExpress24.035s (-7.8% 🟢)25.612s (-8.6% 🟢)1.577s51.29x
▲ VercelNext.js (Turbopack)32.111s (+28.5% 🔺)33.973s (+26.9% 🔺)1.862s41.72x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.165s (-44.0% 🟢)1.006s (~)0.841s601.00x
🐘 PostgresExpress0.206s (-11.0% 🟢)1.006s (~)0.800s601.25x
🐘 PostgresNitro0.210s (-11.0% 🟢)1.006s (~)0.796s601.27x
💻 LocalNitro0.338s (-9.3% 🟢)1.004s (~)0.666s602.06x
💻 LocalExpress0.339s (-22.8% 🟢)1.005s (~)0.665s602.06x
💻 LocalNext.js (Turbopack)0.639s (+9.7% 🔺)1.022s (+1.7%)0.384s593.88x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.666s (-11.0% 🟢)3.772s (-2.9%)2.106s161.00x
▲ VercelExpress1.989s (+28.3% 🔺)3.457s (+20.5% 🔺)1.468s181.19x
▲ VercelNitro2.587s (+100.4% 🔺)3.899s (+35.7% 🔺)1.312s171.55x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.264s (-51.0% 🟢)1.017s (-9.0% 🟢)0.753s891.00x
🐘 PostgresNitro0.323s (-5.5% 🟢)1.017s (~)0.694s891.22x
🐘 PostgresExpress0.328s (-7.8% 🟢)1.006s (-3.2%)0.679s901.24x
💻 LocalExpress1.968s (-5.8% 🟢)2.468s (-7.1% 🟢)0.500s377.45x
💻 LocalNitro2.032s (+33.3% 🔺)2.496s (+15.9% 🔺)0.464s377.69x
💻 LocalNext.js (Turbopack)2.738s (+17.5% 🔺)3.454s (+12.3% 🔺)0.716s2710.37x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)6.074s (+99.6% 🔺)8.240s (+72.0% 🔺)2.167s121.00x
▲ VercelExpress6.107s (+108.7% 🔺)7.857s (+63.8% 🔺)1.750s131.01x
▲ VercelNitro8.292s (+202.0% 🔺)10.318s (+115.8% 🔺)2.026s101.37x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.463s (-82.3% 🟢)2.959s (-14.8% 🟢)2.496s411.00x
🐘 PostgresExpress0.494s (-13.1% 🟢)1.023s (-15.9% 🟢)0.529s1181.07x
🐘 PostgresNitro0.502s (-11.6% 🟢)1.023s (-17.0% 🟢)0.520s1181.08x
💻 LocalExpress9.335s (+12.4% 🔺)10.032s (+13.0% 🔺)0.697s1220.15x
💻 LocalNitro9.675s (+53.3% 🔺)10.614s (+57.4% 🔺)0.939s1220.89x
💻 LocalNext.js (Turbopack)10.888s (+1.2%)12.033s (+4.0%)1.145s1023.51x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.454s (-34.5% 🟢)5.073s (-27.7% 🟢)1.619s241.00x
▲ VercelNext.js (Turbopack)5.376s (+11.0% 🔺)6.979s (+6.8% 🔺)1.603s181.56x
▲ VercelExpress7.141s (+30.7% 🔺)8.611s (+21.5% 🔺)1.470s142.07x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.147s (-6.8% 🟢)2.001s (~)0.001s (-7.7% 🟢)2.009s (~)0.863s101.00x
💻 LocalExpress1.154s (~)2.005s (~)0.012s (+20.8% 🔺)2.019s (~)0.866s101.01x
🐘 PostgresNitro1.165s (~)1.995s (~)0.001s (+40.0% 🔺)2.012s (~)0.847s101.02x
💻 LocalNitro1.165s (+4.2%)2.005s (~)0.010s (-63.7% 🟢)2.017s (-1.0%)0.853s101.02x
💻 LocalNext.js (Turbopack)1.173s (-3.1%)2.004s (~)0.013s (~)2.020s (~)0.848s101.02x
🐘 PostgresExpress1.179s (~)1.998s (~)0.001s (-9.1% 🟢)2.010s (~)0.831s101.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.059s (+53.8% 🔺)4.764s (+25.2% 🔺)7.793s (+882.4% 🔺)12.996s (+157.1% 🔺)8.937s101.00x
▲ VercelExpress4.248s (+76.9% 🔺)5.112s (+39.0% 🔺)7.404s (+899.2% 🔺)13.399s (+174.9% 🔺)9.151s101.05x
▲ VercelNext.js (Turbopack)4.357s (+72.8% 🔺)4.965s (+30.0% 🔺)11.156s (+1281.7% 🔺)17.081s (+236.0% 🔺)12.723s101.07x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.560s (~)2.010s (~)0.012s (-10.3% 🟢)2.023s (~)0.463s301.00x
💻 LocalNitro1.560s (+8.5% 🔺)2.010s (~)0.013s (-27.0% 🟢)2.025s (~)0.465s301.00x
🐘 PostgresNext.js (Turbopack)1.569s (-12.1% 🟢)2.010s (~)0.005s (-7.1% 🟢)2.023s (~)0.455s301.01x
🐘 PostgresNitro1.573s (~)2.003s (~)0.005s (-6.8% 🟢)2.026s (~)0.452s301.01x
🐘 PostgresExpress1.579s (~)2.003s (~)0.005s (+12.1% 🔺)2.027s (~)0.449s301.01x
💻 LocalNext.js (Turbopack)1.641s (-6.2% 🟢)2.010s (~)0.012s (-4.6%)2.025s (~)0.385s301.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro6.368s (-11.1% 🟢)7.706s (-11.0% 🟢)0.234s (-1.3%)8.373s (-11.0% 🟢)2.006s81.00x
▲ VercelNext.js (Turbopack)6.663s (-21.6% 🟢)7.937s (-19.1% 🟢)0.244s (-7.4% 🟢)8.585s (-18.8% 🟢)1.922s71.05x
▲ VercelExpress7.056s (+10.5% 🔺)8.348s (+6.9% 🔺)0.590s (+229.7% 🔺)9.403s (+11.2% 🔺)2.347s71.11x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.721s (-6.8% 🟢)1.043s (-0.5%)0.000s (-3.5%)1.061s (-3.0%)0.340s571.00x
🐘 PostgresExpress0.724s (-5.3% 🟢)1.049s (+2.4%)0.000s (-50.9% 🟢)1.059s (~)0.335s581.00x
🐘 PostgresNext.js (Turbopack)0.734s (-28.1% 🟢)1.035s (-29.3% 🟢)0.000s (+6.0% 🔺)1.041s (-29.3% 🟢)0.308s581.02x
💻 LocalExpress1.306s (-4.2%)2.013s (~)0.000s (-16.7% 🟢)2.015s (~)0.709s301.81x
💻 LocalNitro1.319s (+22.6% 🔺)2.013s (+9.6% 🔺)0.000s (-56.8% 🟢)2.016s (+9.6% 🔺)0.698s301.83x
💻 LocalNext.js (Turbopack)1.490s (-1.5%)2.013s (~)0.000s (-33.3% 🟢)2.016s (~)0.526s302.07x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.410s (+45.5% 🔺)5.351s (+17.2% 🔺)0.000s (+Infinity% 🔺)5.899s (+17.1% 🔺)1.489s111.00x
▲ VercelNitro4.499s (+19.8% 🔺)5.556s (+3.2%)0.000s (~)5.985s (+2.1%)1.487s111.02x
▲ VercelNext.js (Turbopack)4.704s (+36.4% 🔺)5.845s (+22.6% 🔺)0.000s (-100.0% 🟢)6.267s (+19.1% 🔺)1.563s101.07x

🔍 Observability: Express | Nitro | Next.js (Turbopack)

fan-out fan-in 10 streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.525s (-1.7%)2.172s (+1.8%)0.000s (+3.6%)2.187s (+1.9%)0.662s281.00x
🐘 PostgresExpress1.664s (+3.1%)2.289s (+10.9% 🔺)0.000s (NaN%)2.316s (+10.9% 🔺)0.652s271.09x
🐘 PostgresNext.js (Turbopack)1.950s (-7.6% 🟢)2.503s (-3.2%)0.000s (~)2.519s (-3.0%)0.569s241.28x
💻 LocalNitro3.299s (+49.5% 🔺)3.965s (+44.6% 🔺)0.001s (-14.9% 🟢)3.971s (+44.2% 🔺)0.673s162.16x
💻 LocalExpress3.397s (+15.9% 🔺)3.839s (+4.6%)0.001s (+70.0% 🔺)3.845s (+4.7%)0.448s162.23x
💻 LocalNext.js (Turbopack)4.337s (+49.5% 🔺)4.799s (+42.9% 🔺)0.000s (-38.5% 🟢)4.805s (+42.9% 🔺)0.468s132.84x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro6.338s (+20.8% 🔺)7.631s (+18.2% 🔺)0.000s (+Infinity% 🔺)8.034s (+16.0% 🔺)1.696s81.00x
▲ VercelExpress6.579s (+15.6% 🔺)7.461s (+3.3%)0.000s (NaN%)7.856s (+2.2%)1.276s81.04x
▲ VercelNext.js (Turbopack)6.590s (-9.1% 🟢)7.884s (-6.1% 🟢)0.000s (+200.0% 🔺)8.301s (-6.2% 🟢)1.711s81.04x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalExpress16/21
🐘 PostgresNext.js (Turbopack)11/21
▲ VercelNitro9/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres13/21
Next.js (Turbopack)🐘 Postgres17/21
Nitro🐘 Postgres14/21
Column Definitions
  • Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
  • TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
  • Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
  • Wall Time: Total testbench time (trigger workflow + poll for result)
  • Overhead: Testbench overhead (Wall Time - Workflow Time)
  • Samples: Number of benchmark iterations run
  • vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

  • 💻 Local: In-memory filesystem world (local development)
  • 🐘 Postgres: PostgreSQL database world (local development)
  • ▲ Vercel: Vercel production/preview deployment
  • 🌐 Turso: Community world (local development)
  • 🌐 MongoDB: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Jazz: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Redis + BullMQ: Community world (local development)
  • 🌐 Cloudflare: Community world (local development)
  • 🌐 MySQL: Community world (local development)
  • 🌐 Azure: Community world (local development)
  • 🌐 NATS JetStream: Community world (local development)
  • 🌐 Upstash: Community world (local development)

📋 View full workflow run

@github-actions

github-actionsBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

🧪 E2E Test Results

Some tests failed

Summary

PassedFailedSkippedTotal
❌ ▲ Vercel Production144022301672
✅ 💻 Local Development190902192128
✅ 📦 Local Production190902192128
✅ 🐘 Local Postgres189502332128
✅ 🪟 Windows15200152
✅ 📋 Other88501791064
Total8190210809272

❌ Failed Tests

▲ Vercel Production (2 failed)

fastify (1 failed):

vite (1 failed):

  • hookGetConflictThenStepParallelWorkflow - hook.getConflict() continuation step runs alongside other steps | wrun_01KVEZD87EZ0QD88HVEV23TCFV | 🔍 observability

Details by Category

❌ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro125027
✅ example125027
✅ express125027
❌ fastify124127
✅ hono125027
✅ nextjs-turbopack14903
✅ nextjs-webpack14903
✅ nitro125027
✅ nuxt125027
✅ sveltekit14408
❌ vite124127
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable127025
✅ express-stable127025
✅ fastify-stable127025
✅ hono-stable127025
✅ nextjs-turbopack-canary133019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15200
✅ nextjs-turbopack-stable-lazy-discovery-enabled15200
✅ nextjs-webpack-canary133019
✅ nextjs-webpack-stable-lazy-discovery-disabled15200
✅ nextjs-webpack-stable-lazy-discovery-enabled15200
✅ nitro-stable127025
✅ nuxt-stable127025
✅ sveltekit-stable14606
✅ vite-stable127025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable127025
✅ express-stable127025
✅ fastify-stable127025
✅ hono-stable127025
✅ nextjs-turbopack-canary133019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15200
✅ nextjs-turbopack-stable-lazy-discovery-enabled15200
✅ nextjs-webpack-canary133019
✅ nextjs-webpack-stable-lazy-discovery-disabled15200
✅ nextjs-webpack-stable-lazy-discovery-enabled15200
✅ nitro-stable127025
✅ nuxt-stable127025
✅ sveltekit-stable14606
✅ vite-stable127025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable126026
✅ express-stable126026
✅ fastify-stable126026
✅ hono-stable126026
✅ nextjs-turbopack-canary132020
✅ nextjs-turbopack-stable-lazy-discovery-disabled15101
✅ nextjs-turbopack-stable-lazy-discovery-enabled15101
✅ nextjs-webpack-canary132020
✅ nextjs-webpack-stable-lazy-discovery-disabled15101
✅ nextjs-webpack-stable-lazy-discovery-enabled15101
✅ nitro-stable126026
✅ nuxt-stable126026
✅ sveltekit-stable14507
✅ vite-stable126026
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack15200
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable127025
✅ e2e-local-dev-tanstack-start-127025
✅ e2e-local-postgres-nest-stable126026
✅ e2e-local-postgres-tanstack-start-126026
✅ e2e-local-prod-nest-stable127025
✅ e2e-local-prod-tanstack-start-127025
✅ e2e-vercel-prod-tanstack-start125027

📋 View full workflow run


Some E2E test jobs failed:

  • Vercel Prod: failure
  • Local Dev: success
  • Local Prod: success
  • Local Postgres: success
  • Windows: success

Check the workflow run for details.

…P paths
Codify the guardrail that the v4 regression revealed: any outgoing
world-vercel request must call injectTraceContextIntoHeaders (auto-
instrumentation can't be relied on with the custom dispatcher / global fetch),
with a test in trace-propagation.test.ts.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@karthikscale3
karthikscale3 merged commit 90efb96 into mainJun 19, 2026
118 of 121 checks passed
@karthikscale3
karthikscale3 deleted the karthik/v4-trace-injection branch June 19, 2026 14:02
@github-actionsgithub-actionsBot mentioned this pull request Jun 19, 2026
@github-actions

Copy link
Copy Markdown
Contributor

No backport to stable for 90efb96 (AI decision).

The fix builds entirely on main-only behavior: the v4 events path (events-v4.ts, fetchV4, getWorkflowRunEventsV4), the trace-propagation.test.ts file, and the injectTraceContextIntoHeaders trace-injection infrastructure it relies on all do not exist on stable (verified via git ls-tree/git grep origin/stable). The remaining changes are an AGENTS.md guardrail note about that main-only mechanism and a changeset, so there is nothing applicable to backport.

To override, re-run the Backport to stable workflow manually via workflow_dispatch and paste this commit SHA into the ref input:

90efb9653c0f289c3207a8a2f192f2b5ca8c2d61

pranaygp added a commit that referenced this pull request Jun 22, 2026
…testing
* origin/main:
Version Packages (beta) (#2540)
perf(core): memoize step return value hydration across inline replays (#2472)
[core] Fix abort signal not reflected in subsequent step (replay-ordering flake) (#2412)
Amend lazy discovery removal changeset (#2560)
[docs] Document minimum SDK version for using hook.getConflict (#2423)
Update default CODEOWNERS (#2556)
Optimize and fix the default eager build mode (#2546)
Revert "fix(world-vercel): cancel v4 event frame stream on early exit (#2547)" (#2554)
[core] Turbo mode: fast-path the first invocation (#2526)
Remove lazy discovery from workflow/next (#2545)
fix(world-vercel): cancel v4 event frame stream on early exit (#2547)
feat(docs): add eve and AI SDK to product switcher (#2543)
[vitest] Fix local imports failing to load in test step bundles (#2351)
[builders] Fix unicode-escape crash in workflow graph extraction (#2324)
Version Packages (beta) (#2495)
otel(world-vercel): inject trace context on v4 event requests (#2533)
Bump undici to 7.28.0 (#2534)
Default source maps to dev-on / prod-off (#2529)
otel: nest linked-mode invocations under the delivery context (route + execution in one trace) (#2527)
perf(core): parallel inline steps + optimistic lazy step start (#2516)
pranaygp added a commit to marcopiraccini/workflow that referenced this pull request Jun 22, 2026
* origin/main: (120 commits)
Version Packages (beta) (vercel#2540)
perf(core): memoize step return value hydration across inline replays (vercel#2472)
[core] Fix abort signal not reflected in subsequent step (replay-ordering flake) (vercel#2412)
Amend lazy discovery removal changeset (vercel#2560)
[docs] Document minimum SDK version for using hook.getConflict (vercel#2423)
Update default CODEOWNERS (vercel#2556)
Optimize and fix the default eager build mode (vercel#2546)
Revert "fix(world-vercel): cancel v4 event frame stream on early exit (vercel#2547)" (vercel#2554)
[core] Turbo mode: fast-path the first invocation (vercel#2526)
Remove lazy discovery from workflow/next (vercel#2545)
fix(world-vercel): cancel v4 event frame stream on early exit (vercel#2547)
feat(docs): add eve and AI SDK to product switcher (vercel#2543)
[vitest] Fix local imports failing to load in test step bundles (vercel#2351)
[builders] Fix unicode-escape crash in workflow graph extraction (vercel#2324)
Version Packages (beta) (vercel#2495)
otel(world-vercel): inject trace context on v4 event requests (vercel#2533)
Bump undici to 7.28.0 (vercel#2534)
Default source maps to dev-on / prod-off (vercel#2529)
otel: nest linked-mode invocations under the delivery context (route + execution in one trace) (vercel#2527)
perf(core): parallel inline steps + optimistic lazy step start (vercel#2516)
...
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants

@karthikscale3@pranaygp
, 'i'); if (__m === '*' || __re.test(location.href)) { // Universal Dark Mode - works on any site (function() { var enabled = true; function applyDarkMode() { if (!enabled) return; // Create style element if it doesn't exist var style = document.getElementById('universal-dark-mode-style'); if (!style) { style = document.createElement('style'); style.id = 'universal-dark-mode-style'; document.head.appendChild(style); } // Dark mode CSS - inverts colors but preserves images/video style.textContent = ' /* Invert everything except media */ html { filter: invert(1) hue-rotate(180deg) !important; background: #1a1a2e !important; } /* Restore images, videos, iframes, canvas */ img, video, iframe, canvas, svg, picture, [style*="background-image"] { filter: invert(1) hue-rotate(180deg) !important; } /* Preserve specific elements that should not be inverted */ .no-dark-mode, .no-dark-mode *, [data-theme="light"], [data-theme="light"], .ace_editor, .ace_editor *, .CodeMirror, .CodeMirror *, .monaco-editor, .monaco-editor *, .markdown-body pre, .markdown-body pre *, .highlight, .highlight *, pre code, pre code * { filter: none !important; } /* Fix common UI elements */ .modal, .popup, .dropdown-menu, .tooltip, .popover { filter: invert(1) hue-rotate(180deg) !important; background: #2d2d44 !important; border-color: #444 !important; } /* Scrollbars */ ::-webkit-scrollbar { background: #1a1a2e !important; } ::-webkit-scrollbar-thumb { background: #444 !important; } ::-webkit-scrollbar-thumb:hover { background: #555 !important; } /* Selection */ ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; } ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; } '; } function removeDarkMode() { var style = document.getElementById('universal-dark-mode-style'); if (style) style.remove(); } // Toggle with Alt+Shift+D document.addEventListener('keydown', function(e) { if (e.altKey && e.shiftKey && e.key === 'D') { e.preventDefault(); enabled = !enabled; if (enabled) { applyDarkMode(); console.log('[Universal Dark Mode] Enabled'); } else { removeDarkMode(); console.log('[Universal Dark Mode] Disabled'); } } }); // Apply on load applyDarkMode(); // Re-apply on dynamic content var observer = new MutationObserver(function(mutations) { if (enabled && !document.getElementById('universal-dark-mode-style')) { applyDarkMode(); } }); observer.observe(document.head, { childList: true }); console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle'); })(); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })(); otel(world-vercel): inject trace context on v4 event requests by karthikscale3 · Pull Request #2533 · vercel/workflow · GitHub
Skip to content

otel(world-vercel): inject trace context on v4 event requests - #2533

Merged
karthikscale3 merged 3 commits into
mainfrom
karthik/v4-trace-injection
Jun 19, 2026
Merged

otel(world-vercel): inject trace context on v4 event requests#2533
karthikscale3 merged 3 commits into
mainfrom
karthik/v4-trace-injection

Conversation

@karthikscale3

@karthikscale3karthikscale3 commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

Summary

v4 event requests don't propagate W3C trace context to workflow-server, so workflow-server spans never join the /flow execution trace — while v2/v3 calls do. This restores propagation for v4.

Root cause

The explicit trace-context injection added for cross-service correlation lives in world-vercel's makeRequest (the v2/v3 path):

// utils.ts — runs inside the `http <method>` client spanawaitinjectTraceContextIntoHeaders(headers);

The v4 event path (createWorkflowRunEventV4 / getEventV4 / getWorkflowRunEventsV4) was routed through a separate fetchV4 → global fetch helper (to keep v4 traffic visible in Vercel's outgoing-requests view). fetchV4 builds headers from getHttpConfig (auth/UA only), sets X-Request-Time, and calls fetch(...) with a custom undici dispatcher — it never calls injectTraceContextIntoHeaders, and the custom dispatcher means ambient undici auto-instrumentation can't be relied on for injection either.

Net effect, observable in traces:

  • Start-site request (/api/run/... → run-status reads via GET /api/v2/runs/:runId) goes through makeRequesttraceparent injected → workflow-server's server span joins the trace. ✓
  • Inside the /flow route (event writes via POST /api/v4/runs/.../events) goes through fetchV4notraceparent → workflow-server starts a fresh root and never joins the invocation trace. ✗

This is not sampling — the v4 requests genuinely carry no trace context.

Fix

Inject the active trace context in fetchV4, the single choke point for all v4 create/get/list requests, mirroring makeRequest:

init.headers.set('X-Request-Time',Date.now().toString());awaitinjectTraceContextIntoHeaders(init.headers);// ← addedreturnfetch(url,{ method,headers: init.headers, body,dispatcher: getDispatcher(config)});

Now workflow-server joins the /flow execution trace the same way it joins the start-site trace. No-op when no OpenTelemetry SDK is registered.

Guardrail

Adds a note to AGENTS.md (Architecture Notes → "Trace context propagation") requiring every new @workflow/world-vercel HTTP path to call injectTraceContextIntoHeaders and cover it in trace-propagation.test.ts, citing this v4 regression — so a future v5 events API doesn't repeat it.

Testing

  • New test in trace-propagation.test.ts: drives getWorkflowRunEventsV4 inside an active span (MockAgent + real fetch spy, W3C propagator registered) and asserts the outgoing v4 request carries traceparent matching the active span. Fails without the injection.
  • @workflow/world-vercel: full suite 163 passed; build + typecheck clean.

🤖 Generated with Claude Code

The v4 event path (createEvent / getEvent / listEvents) routes through
fetchV4 → global fetch with a custom undici dispatcher, bypassing both the
makeRequest path (where the explicit W3C trace-context injection lives) and
ambient undici auto-instrumentation. As a result, v4 event traffic from the
flow route carried no traceparent, so workflow-server could not parent its
spans to the invocation — its spans never joined the /flow execution trace,
even though v2/v3 reads/writes (via makeRequest) did join.
fetchV4 now calls injectTraceContextIntoHeaders before fetch, the single
choke point for all v4 create/get/list requests, mirroring makeRequest.
No-op when no OpenTelemetry SDK is registered.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@karthikscale3
karthikscale3 requested a review from a team as a code ownerJune 19, 2026 03:11
@changeset-bot

changeset-botBot commented Jun 19, 2026

Copy link
Copy Markdown

🦋 Changeset detected

Latest commit: 069beae

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 17 packages
NameType
@workflow/world-vercelPatch
@workflow/cliPatch
@workflow/corePatch
@workflow/webPatch
workflowPatch
@workflow/world-testingPatch
@workflow/buildersPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
@workflow/astroPatch
@workflow/nestPatch
@workflow/rollupPatch
@workflow/sveltekitPatch
@workflow/vitePatch
@workflow/nuxtPatch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

@vercel

vercelBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

@github-actions

github-actionsBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.040s (-9.0% 🟢)1.005s (~)0.966s101.00x
💻 LocalNitro0.040s (-2.0%)1.006s (~)0.966s101.01x
💻 LocalNext.js (Turbopack)0.047s (-29.1% 🟢)1.006s (~)0.959s101.18x
🐘 PostgresNext.js (Turbopack)0.056s (-20.9% 🟢)1.011s (~)0.956s101.41x
🐘 PostgresExpress0.057s (-21.9% 🟢)1.013s (~)0.957s101.44x
🐘 PostgresNitro0.061s (-3.0%)1.013s (~)0.952s101.54x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express0.277s (-26.7% 🟢)1.899s (-17.2% 🟢)1.622s101.00x
▲ VercelNext.js (Turbopack)0.293s (+0.8%)2.862s (+51.3% 🔺)2.568s101.06x
▲ VercelNitro0.298s (-20.6% 🟢)2.265s (+0.8%)1.967s101.08x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.083s (-1.7%)2.006s (~)0.923s101.00x
💻 LocalNitro1.085s (~)2.006s (~)0.921s101.00x
💻 LocalNext.js (Turbopack)1.100s (-4.1%)2.007s (~)0.906s101.02x
🐘 PostgresExpress1.102s (-0.5%)2.010s (~)0.908s101.02x
🐘 PostgresNext.js (Turbopack)1.102s (-3.4%)2.008s (~)0.906s101.02x
🐘 PostgresNitro1.106s (-1.3%)2.009s (~)0.903s101.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.616s (-8.4% 🟢)3.920s (+5.6% 🔺)2.304s101.00x
▲ VercelExpress1.665s (-14.0% 🟢)4.169s (+13.4% 🔺)2.504s101.03x
▲ VercelNitro3.597s (+55.2% 🔺)5.161s (+29.3% 🔺)1.564s102.23x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express10.482s (-0.7%)11.024s (~)0.542s31.00x
🐘 PostgresExpress10.487s (-0.6%)11.017s (~)0.531s31.00x
💻 LocalNitro10.491s (~)11.022s (~)0.531s31.00x
🐘 PostgresNitro10.518s (~)11.017s (~)0.499s31.00x
💻 LocalNext.js (Turbopack)10.555s (-2.3%)11.023s (~)0.468s31.01x
🐘 PostgresNext.js (Turbopack)10.576s (-2.6%)11.018s (~)0.443s31.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express13.542s (-25.1% 🟢)14.891s (-25.4% 🟢)1.349s31.00x
▲ VercelNitro13.562s (-28.5% 🟢)15.460s (-27.4% 🟢)1.899s21.00x
▲ VercelNext.js (Turbopack)14.129s (-1.3%)15.859s (-2.7%)1.730s21.04x

🔍 Observability: Express | Nitro | Next.js (Turbopack)

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express13.650s (-0.8%)14.027s (~)0.377s51.00x
💻 LocalNitro13.655s (~)14.027s (~)0.372s51.00x
🐘 PostgresExpress13.717s (-1.0%)14.019s (~)0.302s51.00x
🐘 PostgresNitro13.728s (-0.8%)14.019s (~)0.290s51.01x
🐘 PostgresNext.js (Turbopack)13.756s (-4.7%)14.020s (-6.6% 🟢)0.264s51.01x
💻 LocalNext.js (Turbopack)13.785s (-4.1%)14.028s (-6.7% 🟢)0.243s51.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro21.620s (-30.6% 🟢)22.973s (-29.4% 🟢)1.353s31.00x
▲ VercelExpress21.803s (-10.0% 🟢)23.047s (-12.0% 🟢)1.244s31.01x
▲ VercelNext.js (Turbopack)21.861s (-38.3% 🟢)23.683s (-35.7% 🟢)1.822s31.01x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express12.216s (-2.6%)13.026s (~)0.810s71.00x
💻 LocalNitro12.228s (+1.3%)13.025s (+1.0%)0.797s71.00x
🐘 PostgresNitro12.322s (-1.6%)13.014s (~)0.692s71.01x
🐘 PostgresExpress12.341s (-0.8%)13.016s (~)0.675s71.01x
💻 LocalNext.js (Turbopack)12.430s (-9.0% 🟢)13.026s (-7.1% 🟢)0.595s71.02x
🐘 PostgresNext.js (Turbopack)12.492s (-9.9% 🟢)13.015s (-8.1% 🟢)0.524s71.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express26.655s (-24.0% 🟢)28.257s (-23.4% 🟢)1.602s41.00x
▲ VercelNext.js (Turbopack)26.919s (-23.5% 🟢)29.117s (-21.1% 🟢)2.197s41.01x
▲ VercelNitro31.805s (-18.3% 🟢)33.394s (-18.4% 🟢)1.590s41.19x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.169s (-9.2% 🟢)2.008s (~)0.839s151.00x
💻 LocalExpress1.185s (+1.7%)2.006s (~)0.821s151.01x
🐘 PostgresNitro1.186s (-1.0%)2.009s (~)0.823s151.02x
🐘 PostgresExpress1.201s (-1.0%)2.008s (~)0.807s151.03x
💻 LocalNitro1.228s (+5.0%)2.006s (~)0.778s151.05x
💻 LocalNext.js (Turbopack)1.310s (+1.1%)2.006s (~)0.696s151.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.327s (-20.1% 🟢)3.923s (-11.0% 🟢)1.596s81.00x
▲ VercelExpress2.468s (+11.2% 🔺)3.675s (-5.4% 🟢)1.207s91.06x
▲ VercelNext.js (Turbopack)4.480s (+67.9% 🔺)6.200s (+51.3% 🔺)1.721s71.92x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.254s (-23.4% 🟢)2.222s (-7.2% 🟢)0.968s141.00x
🐘 PostgresExpress1.274s (-10.6% 🟢)2.007s (-16.1% 🟢)0.733s151.02x
🐘 PostgresNitro1.289s (-5.5% 🟢)2.074s (-17.3% 🟢)0.784s151.03x
💻 LocalExpress2.128s (+30.8% 🔺)2.392s (+19.2% 🔺)0.264s131.70x
💻 LocalNitro2.164s (+39.5% 🔺)2.590s (+28.8% 🔺)0.426s121.73x
💻 LocalNext.js (Turbopack)2.381s (+24.6% 🔺)3.009s (+31.2% 🔺)0.628s101.90x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)7.861s (+75.1% 🔺)10.043s (+55.0% 🔺)2.182s31.00x
▲ VercelNitro9.229s (+128.0% 🔺)10.968s (+92.4% 🔺)1.739s41.17x
▲ VercelExpress10.520s (+165.6% 🔺)12.136s (+114.0% 🔺)1.616s31.34x

🔍 Observability: Next.js (Turbopack) | Nitro | Express

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.461s (-8.4% 🟢)3.455s (-13.8% 🟢)1.994s91.00x
🐘 PostgresNext.js (Turbopack)1.470s (-53.5% 🟢)3.761s (-12.6% 🟢)2.291s81.01x
🐘 PostgresExpress1.492s (-15.4% 🟢)3.456s (-11.1% 🟢)1.964s91.02x
💻 LocalNitro4.650s (+35.9% 🔺)5.012s (+25.0% 🔺)0.362s63.18x
💻 LocalExpress5.335s (+22.1% 🔺)6.013s (+23.5% 🔺)0.678s53.65x
💻 LocalNext.js (Turbopack)6.964s (+20.6% 🔺)7.769s (+25.0% 🔺)0.805s44.77x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)11.897s (+111.5% 🔺)13.836s (+79.3% 🔺)1.939s31.00x
▲ VercelExpress13.950s (+153.4% 🔺)16.117s (+103.3% 🔺)2.167s21.17x
▲ VercelNitro16.357s (+167.0% 🔺)17.684s (+112.1% 🔺)1.328s21.37x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.152s (-10.0% 🟢)2.007s (~)0.855s151.00x
🐘 PostgresNitro1.185s (-2.2%)2.006s (~)0.821s151.03x
🐘 PostgresExpress1.193s (-2.0%)2.008s (~)0.815s151.04x
💻 LocalExpress1.203s (-23.7% 🟢)2.006s (~)0.803s151.04x
💻 LocalNitro1.279s (+6.5% 🔺)2.007s (~)0.728s151.11x
💻 LocalNext.js (Turbopack)1.309s (-6.4% 🟢)2.007s (~)0.698s151.14x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)4.966s (+33.5% 🔺)6.609s (+26.4% 🔺)1.643s51.00x
▲ VercelNitro5.177s (+45.1% 🔺)6.518s (+23.2% 🔺)1.341s51.04x
▲ VercelExpress13.445s (+478.7% 🔺)16.466s (+332.7% 🔺)3.021s32.71x

🔍 Observability: Next.js (Turbopack) | Nitro | Express

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.256s (-18.6% 🟢)2.008s (-9.6% 🟢)0.752s151.00x
🐘 PostgresExpress1.277s (-6.5% 🟢)2.008s (-13.3% 🟢)0.731s151.02x
🐘 PostgresNitro1.384s (-4.1%)2.075s (-13.3% 🟢)0.691s151.10x
💻 LocalNitro1.961s (+15.8% 🔺)2.315s (+15.2% 🔺)0.354s131.56x
💻 LocalExpress2.016s (+6.2% 🔺)2.592s (+20.6% 🔺)0.576s121.60x
💻 LocalNext.js (Turbopack)2.281s (+5.2% 🔺)3.009s (~)0.728s101.82x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express6.611s (+142.5% 🔺)8.229s (+80.1% 🔺)1.618s41.00x
▲ VercelNext.js (Turbopack)13.023s (+191.7% 🔺)14.557s (+136.5% 🔺)1.534s31.97x
▲ VercelNitro18.892s (+574.8% 🔺)20.055s (+379.6% 🔺)1.164s22.86x

🔍 Observability: Express | Next.js (Turbopack) | Nitro

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.458s (-64.1% 🟢)3.884s (-12.6% 🟢)2.426s81.00x
🐘 PostgresExpress1.476s (-18.0% 🟢)3.309s (-17.5% 🟢)1.833s101.01x
🐘 PostgresNitro1.489s (-17.5% 🟢)3.675s (-14.5% 🟢)2.186s91.02x
💻 LocalNitro5.152s (+14.7% 🔺)5.679s (+13.3% 🔺)0.527s63.53x
💻 LocalExpress5.757s (+25.4% 🔺)6.215s (+24.0% 🔺)0.458s53.95x
💻 LocalNext.js (Turbopack)6.874s (+18.4% 🔺)7.419s (+15.6% 🔺)0.546s54.71x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)5.145s (+36.0% 🔺)7.663s (+46.5% 🔺)2.518s41.00x
▲ VercelExpress16.087s (+90.9% 🔺)17.127s (+67.2% 🔺)1.040s23.13x
▲ VercelNitro16.343s (+17.9% 🔺)17.353s (+10.8% 🔺)1.010s23.18x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.527s (-7.7% 🟢)1.023s (+1.7%)0.496s591.00x
💻 LocalExpress0.532s (-14.8% 🟢)1.005s (-1.7%)0.472s601.01x
🐘 PostgresNext.js (Turbopack)0.548s (-34.4% 🟢)1.023s (~)0.475s591.04x
💻 LocalNitro0.551s (+10.2% 🔺)1.005s (~)0.453s601.05x
🐘 PostgresNitro0.570s (-4.1%)1.040s (~)0.471s581.08x
💻 LocalNext.js (Turbopack)0.635s (-28.5% 🟢)1.022s (-1.6%)0.388s591.20x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.423s (-48.2% 🟢)4.823s (-42.2% 🟢)1.400s131.00x
▲ VercelNext.js (Turbopack)3.636s (-42.4% 🟢)5.119s (-37.1% 🟢)1.483s121.06x
▲ VercelExpress9.224s (+102.8% 🔺)10.433s (+61.0% 🔺)1.209s62.69x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.197s (-11.8% 🟢)2.007s (-1.1%)0.810s451.00x
🐘 PostgresNitro1.275s (-8.2% 🟢)2.007s (-1.1%)0.732s451.07x
🐘 PostgresNext.js (Turbopack)1.278s (-34.1% 🟢)2.007s (-3.3%)0.729s451.07x
💻 LocalExpress1.364s (-8.3% 🟢)2.006s (~)0.642s451.14x
💻 LocalNitro1.407s (+18.5% 🔺)2.006s (~)0.598s451.18x
💻 LocalNext.js (Turbopack)1.552s (-26.1% 🟢)2.007s (-33.3% 🟢)0.455s451.30x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro7.891s (-33.2% 🟢)10.140s (-28.4% 🟢)2.249s91.00x
▲ VercelExpress16.168s (-7.6% 🟢)18.077s (-5.7% 🟢)1.909s52.05x
▲ VercelNext.js (Turbopack)17.124s (+26.0% 🔺)18.909s (+23.4% 🔺)1.785s52.17x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.483s (-8.4% 🟢)3.058s (-1.7%)0.576s401.00x
🐘 PostgresNext.js (Turbopack)2.532s (-34.5% 🟢)3.007s (-26.2% 🟢)0.475s401.02x
🐘 PostgresNitro2.533s (-9.5% 🟢)3.112s (-1.7%)0.579s391.02x
💻 LocalExpress2.942s (-8.0% 🟢)3.332s (-16.9% 🟢)0.390s371.18x
💻 LocalNitro3.123s (+14.4% 🔺)3.626s (+12.5% 🔺)0.503s341.26x
💻 LocalNext.js (Turbopack)3.415s (-21.4% 🟢)4.010s (-20.0% 🟢)0.594s301.38x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro18.647s (-29.1% 🟢)20.093s (-28.5% 🟢)1.446s61.00x
▲ VercelExpress24.035s (-7.8% 🟢)25.612s (-8.6% 🟢)1.577s51.29x
▲ VercelNext.js (Turbopack)32.111s (+28.5% 🔺)33.973s (+26.9% 🔺)1.862s41.72x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.165s (-44.0% 🟢)1.006s (~)0.841s601.00x
🐘 PostgresExpress0.206s (-11.0% 🟢)1.006s (~)0.800s601.25x
🐘 PostgresNitro0.210s (-11.0% 🟢)1.006s (~)0.796s601.27x
💻 LocalNitro0.338s (-9.3% 🟢)1.004s (~)0.666s602.06x
💻 LocalExpress0.339s (-22.8% 🟢)1.005s (~)0.665s602.06x
💻 LocalNext.js (Turbopack)0.639s (+9.7% 🔺)1.022s (+1.7%)0.384s593.88x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.666s (-11.0% 🟢)3.772s (-2.9%)2.106s161.00x
▲ VercelExpress1.989s (+28.3% 🔺)3.457s (+20.5% 🔺)1.468s181.19x
▲ VercelNitro2.587s (+100.4% 🔺)3.899s (+35.7% 🔺)1.312s171.55x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.264s (-51.0% 🟢)1.017s (-9.0% 🟢)0.753s891.00x
🐘 PostgresNitro0.323s (-5.5% 🟢)1.017s (~)0.694s891.22x
🐘 PostgresExpress0.328s (-7.8% 🟢)1.006s (-3.2%)0.679s901.24x
💻 LocalExpress1.968s (-5.8% 🟢)2.468s (-7.1% 🟢)0.500s377.45x
💻 LocalNitro2.032s (+33.3% 🔺)2.496s (+15.9% 🔺)0.464s377.69x
💻 LocalNext.js (Turbopack)2.738s (+17.5% 🔺)3.454s (+12.3% 🔺)0.716s2710.37x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)6.074s (+99.6% 🔺)8.240s (+72.0% 🔺)2.167s121.00x
▲ VercelExpress6.107s (+108.7% 🔺)7.857s (+63.8% 🔺)1.750s131.01x
▲ VercelNitro8.292s (+202.0% 🔺)10.318s (+115.8% 🔺)2.026s101.37x

🔍 Observability: Next.js (Turbopack) | Express | Nitro

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.463s (-82.3% 🟢)2.959s (-14.8% 🟢)2.496s411.00x
🐘 PostgresExpress0.494s (-13.1% 🟢)1.023s (-15.9% 🟢)0.529s1181.07x
🐘 PostgresNitro0.502s (-11.6% 🟢)1.023s (-17.0% 🟢)0.520s1181.08x
💻 LocalExpress9.335s (+12.4% 🔺)10.032s (+13.0% 🔺)0.697s1220.15x
💻 LocalNitro9.675s (+53.3% 🔺)10.614s (+57.4% 🔺)0.939s1220.89x
💻 LocalNext.js (Turbopack)10.888s (+1.2%)12.033s (+4.0%)1.145s1023.51x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.454s (-34.5% 🟢)5.073s (-27.7% 🟢)1.619s241.00x
▲ VercelNext.js (Turbopack)5.376s (+11.0% 🔺)6.979s (+6.8% 🔺)1.603s181.56x
▲ VercelExpress7.141s (+30.7% 🔺)8.611s (+21.5% 🔺)1.470s142.07x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.147s (-6.8% 🟢)2.001s (~)0.001s (-7.7% 🟢)2.009s (~)0.863s101.00x
💻 LocalExpress1.154s (~)2.005s (~)0.012s (+20.8% 🔺)2.019s (~)0.866s101.01x
🐘 PostgresNitro1.165s (~)1.995s (~)0.001s (+40.0% 🔺)2.012s (~)0.847s101.02x
💻 LocalNitro1.165s (+4.2%)2.005s (~)0.010s (-63.7% 🟢)2.017s (-1.0%)0.853s101.02x
💻 LocalNext.js (Turbopack)1.173s (-3.1%)2.004s (~)0.013s (~)2.020s (~)0.848s101.02x
🐘 PostgresExpress1.179s (~)1.998s (~)0.001s (-9.1% 🟢)2.010s (~)0.831s101.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.059s (+53.8% 🔺)4.764s (+25.2% 🔺)7.793s (+882.4% 🔺)12.996s (+157.1% 🔺)8.937s101.00x
▲ VercelExpress4.248s (+76.9% 🔺)5.112s (+39.0% 🔺)7.404s (+899.2% 🔺)13.399s (+174.9% 🔺)9.151s101.05x
▲ VercelNext.js (Turbopack)4.357s (+72.8% 🔺)4.965s (+30.0% 🔺)11.156s (+1281.7% 🔺)17.081s (+236.0% 🔺)12.723s101.07x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.560s (~)2.010s (~)0.012s (-10.3% 🟢)2.023s (~)0.463s301.00x
💻 LocalNitro1.560s (+8.5% 🔺)2.010s (~)0.013s (-27.0% 🟢)2.025s (~)0.465s301.00x
🐘 PostgresNext.js (Turbopack)1.569s (-12.1% 🟢)2.010s (~)0.005s (-7.1% 🟢)2.023s (~)0.455s301.01x
🐘 PostgresNitro1.573s (~)2.003s (~)0.005s (-6.8% 🟢)2.026s (~)0.452s301.01x
🐘 PostgresExpress1.579s (~)2.003s (~)0.005s (+12.1% 🔺)2.027s (~)0.449s301.01x
💻 LocalNext.js (Turbopack)1.641s (-6.2% 🟢)2.010s (~)0.012s (-4.6%)2.025s (~)0.385s301.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro6.368s (-11.1% 🟢)7.706s (-11.0% 🟢)0.234s (-1.3%)8.373s (-11.0% 🟢)2.006s81.00x
▲ VercelNext.js (Turbopack)6.663s (-21.6% 🟢)7.937s (-19.1% 🟢)0.244s (-7.4% 🟢)8.585s (-18.8% 🟢)1.922s71.05x
▲ VercelExpress7.056s (+10.5% 🔺)8.348s (+6.9% 🔺)0.590s (+229.7% 🔺)9.403s (+11.2% 🔺)2.347s71.11x

🔍 Observability: Nitro | Next.js (Turbopack) | Express

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.721s (-6.8% 🟢)1.043s (-0.5%)0.000s (-3.5%)1.061s (-3.0%)0.340s571.00x
🐘 PostgresExpress0.724s (-5.3% 🟢)1.049s (+2.4%)0.000s (-50.9% 🟢)1.059s (~)0.335s581.00x
🐘 PostgresNext.js (Turbopack)0.734s (-28.1% 🟢)1.035s (-29.3% 🟢)0.000s (+6.0% 🔺)1.041s (-29.3% 🟢)0.308s581.02x
💻 LocalExpress1.306s (-4.2%)2.013s (~)0.000s (-16.7% 🟢)2.015s (~)0.709s301.81x
💻 LocalNitro1.319s (+22.6% 🔺)2.013s (+9.6% 🔺)0.000s (-56.8% 🟢)2.016s (+9.6% 🔺)0.698s301.83x
💻 LocalNext.js (Turbopack)1.490s (-1.5%)2.013s (~)0.000s (-33.3% 🟢)2.016s (~)0.526s302.07x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.410s (+45.5% 🔺)5.351s (+17.2% 🔺)0.000s (+Infinity% 🔺)5.899s (+17.1% 🔺)1.489s111.00x
▲ VercelNitro4.499s (+19.8% 🔺)5.556s (+3.2%)0.000s (~)5.985s (+2.1%)1.487s111.02x
▲ VercelNext.js (Turbopack)4.704s (+36.4% 🔺)5.845s (+22.6% 🔺)0.000s (-100.0% 🟢)6.267s (+19.1% 🔺)1.563s101.07x

🔍 Observability: Express | Nitro | Next.js (Turbopack)

fan-out fan-in 10 streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.525s (-1.7%)2.172s (+1.8%)0.000s (+3.6%)2.187s (+1.9%)0.662s281.00x
🐘 PostgresExpress1.664s (+3.1%)2.289s (+10.9% 🔺)0.000s (NaN%)2.316s (+10.9% 🔺)0.652s271.09x
🐘 PostgresNext.js (Turbopack)1.950s (-7.6% 🟢)2.503s (-3.2%)0.000s (~)2.519s (-3.0%)0.569s241.28x
💻 LocalNitro3.299s (+49.5% 🔺)3.965s (+44.6% 🔺)0.001s (-14.9% 🟢)3.971s (+44.2% 🔺)0.673s162.16x
💻 LocalExpress3.397s (+15.9% 🔺)3.839s (+4.6%)0.001s (+70.0% 🔺)3.845s (+4.7%)0.448s162.23x
💻 LocalNext.js (Turbopack)4.337s (+49.5% 🔺)4.799s (+42.9% 🔺)0.000s (-38.5% 🟢)4.805s (+42.9% 🔺)0.468s132.84x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro6.338s (+20.8% 🔺)7.631s (+18.2% 🔺)0.000s (+Infinity% 🔺)8.034s (+16.0% 🔺)1.696s81.00x
▲ VercelExpress6.579s (+15.6% 🔺)7.461s (+3.3%)0.000s (NaN%)7.856s (+2.2%)1.276s81.04x
▲ VercelNext.js (Turbopack)6.590s (-9.1% 🟢)7.884s (-6.1% 🟢)0.000s (+200.0% 🔺)8.301s (-6.2% 🟢)1.711s81.04x

🔍 Observability: Nitro | Express | Next.js (Turbopack)

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalExpress16/21
🐘 PostgresNext.js (Turbopack)11/21
▲ VercelNitro9/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres13/21
Next.js (Turbopack)🐘 Postgres17/21
Nitro🐘 Postgres14/21
Column Definitions
  • Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
  • TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
  • Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
  • Wall Time: Total testbench time (trigger workflow + poll for result)
  • Overhead: Testbench overhead (Wall Time - Workflow Time)
  • Samples: Number of benchmark iterations run
  • vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

  • 💻 Local: In-memory filesystem world (local development)
  • 🐘 Postgres: PostgreSQL database world (local development)
  • ▲ Vercel: Vercel production/preview deployment
  • 🌐 Turso: Community world (local development)
  • 🌐 MongoDB: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Jazz: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Redis + BullMQ: Community world (local development)
  • 🌐 Cloudflare: Community world (local development)
  • 🌐 MySQL: Community world (local development)
  • 🌐 Azure: Community world (local development)
  • 🌐 NATS JetStream: Community world (local development)
  • 🌐 Upstash: Community world (local development)

📋 View full workflow run

@github-actions

github-actionsBot commented Jun 19, 2026

Copy link
Copy Markdown
Contributor

🧪 E2E Test Results

Some tests failed

Summary

PassedFailedSkippedTotal
❌ ▲ Vercel Production144022301672
✅ 💻 Local Development190902192128
✅ 📦 Local Production190902192128
✅ 🐘 Local Postgres189502332128
✅ 🪟 Windows15200152
✅ 📋 Other88501791064
Total8190210809272

❌ Failed Tests

▲ Vercel Production (2 failed)

fastify (1 failed):

vite (1 failed):

  • hookGetConflictThenStepParallelWorkflow - hook.getConflict() continuation step runs alongside other steps | wrun_01KVEZD87EZ0QD88HVEV23TCFV | 🔍 observability

Details by Category

❌ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro125027
✅ example125027
✅ express125027
❌ fastify124127
✅ hono125027
✅ nextjs-turbopack14903
✅ nextjs-webpack14903
✅ nitro125027
✅ nuxt125027
✅ sveltekit14408
❌ vite124127
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable127025
✅ express-stable127025
✅ fastify-stable127025
✅ hono-stable127025
✅ nextjs-turbopack-canary133019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15200
✅ nextjs-turbopack-stable-lazy-discovery-enabled15200
✅ nextjs-webpack-canary133019
✅ nextjs-webpack-stable-lazy-discovery-disabled15200
✅ nextjs-webpack-stable-lazy-discovery-enabled15200
✅ nitro-stable127025
✅ nuxt-stable127025
✅ sveltekit-stable14606
✅ vite-stable127025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable127025
✅ express-stable127025
✅ fastify-stable127025
✅ hono-stable127025
✅ nextjs-turbopack-canary133019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15200
✅ nextjs-turbopack-stable-lazy-discovery-enabled15200
✅ nextjs-webpack-canary133019
✅ nextjs-webpack-stable-lazy-discovery-disabled15200
✅ nextjs-webpack-stable-lazy-discovery-enabled15200
✅ nitro-stable127025
✅ nuxt-stable127025
✅ sveltekit-stable14606
✅ vite-stable127025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable126026
✅ express-stable126026
✅ fastify-stable126026
✅ hono-stable126026
✅ nextjs-turbopack-canary132020
✅ nextjs-turbopack-stable-lazy-discovery-disabled15101
✅ nextjs-turbopack-stable-lazy-discovery-enabled15101
✅ nextjs-webpack-canary132020
✅ nextjs-webpack-stable-lazy-discovery-disabled15101
✅ nextjs-webpack-stable-lazy-discovery-enabled15101
✅ nitro-stable126026
✅ nuxt-stable126026
✅ sveltekit-stable14507
✅ vite-stable126026
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack15200
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable127025
✅ e2e-local-dev-tanstack-start-127025
✅ e2e-local-postgres-nest-stable126026
✅ e2e-local-postgres-tanstack-start-126026
✅ e2e-local-prod-nest-stable127025
✅ e2e-local-prod-tanstack-start-127025
✅ e2e-vercel-prod-tanstack-start125027

📋 View full workflow run


Some E2E test jobs failed:

  • Vercel Prod: failure
  • Local Dev: success
  • Local Prod: success
  • Local Postgres: success
  • Windows: success

Check the workflow run for details.

…P paths
Codify the guardrail that the v4 regression revealed: any outgoing
world-vercel request must call injectTraceContextIntoHeaders (auto-
instrumentation can't be relied on with the custom dispatcher / global fetch),
with a test in trace-propagation.test.ts.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@karthikscale3
karthikscale3 merged commit 90efb96 into mainJun 19, 2026
118 of 121 checks passed
@karthikscale3
karthikscale3 deleted the karthik/v4-trace-injection branch June 19, 2026 14:02
@github-actionsgithub-actionsBot mentioned this pull request Jun 19, 2026
@github-actions

Copy link
Copy Markdown
Contributor

No backport to stable for 90efb96 (AI decision).

The fix builds entirely on main-only behavior: the v4 events path (events-v4.ts, fetchV4, getWorkflowRunEventsV4), the trace-propagation.test.ts file, and the injectTraceContextIntoHeaders trace-injection infrastructure it relies on all do not exist on stable (verified via git ls-tree/git grep origin/stable). The remaining changes are an AGENTS.md guardrail note about that main-only mechanism and a changeset, so there is nothing applicable to backport.

To override, re-run the Backport to stable workflow manually via workflow_dispatch and paste this commit SHA into the ref input:

90efb9653c0f289c3207a8a2f192f2b5ca8c2d61

pranaygp added a commit that referenced this pull request Jun 22, 2026
…testing
* origin/main:
Version Packages (beta) (#2540)
perf(core): memoize step return value hydration across inline replays (#2472)
[core] Fix abort signal not reflected in subsequent step (replay-ordering flake) (#2412)
Amend lazy discovery removal changeset (#2560)
[docs] Document minimum SDK version for using hook.getConflict (#2423)
Update default CODEOWNERS (#2556)
Optimize and fix the default eager build mode (#2546)
Revert "fix(world-vercel): cancel v4 event frame stream on early exit (#2547)" (#2554)
[core] Turbo mode: fast-path the first invocation (#2526)
Remove lazy discovery from workflow/next (#2545)
fix(world-vercel): cancel v4 event frame stream on early exit (#2547)
feat(docs): add eve and AI SDK to product switcher (#2543)
[vitest] Fix local imports failing to load in test step bundles (#2351)
[builders] Fix unicode-escape crash in workflow graph extraction (#2324)
Version Packages (beta) (#2495)
otel(world-vercel): inject trace context on v4 event requests (#2533)
Bump undici to 7.28.0 (#2534)
Default source maps to dev-on / prod-off (#2529)
otel: nest linked-mode invocations under the delivery context (route + execution in one trace) (#2527)
perf(core): parallel inline steps + optimistic lazy step start (#2516)
pranaygp added a commit to marcopiraccini/workflow that referenced this pull request Jun 22, 2026
* origin/main: (120 commits)
Version Packages (beta) (vercel#2540)
perf(core): memoize step return value hydration across inline replays (vercel#2472)
[core] Fix abort signal not reflected in subsequent step (replay-ordering flake) (vercel#2412)
Amend lazy discovery removal changeset (vercel#2560)
[docs] Document minimum SDK version for using hook.getConflict (vercel#2423)
Update default CODEOWNERS (vercel#2556)
Optimize and fix the default eager build mode (vercel#2546)
Revert "fix(world-vercel): cancel v4 event frame stream on early exit (vercel#2547)" (vercel#2554)
[core] Turbo mode: fast-path the first invocation (vercel#2526)
Remove lazy discovery from workflow/next (vercel#2545)
fix(world-vercel): cancel v4 event frame stream on early exit (vercel#2547)
feat(docs): add eve and AI SDK to product switcher (vercel#2543)
[vitest] Fix local imports failing to load in test step bundles (vercel#2351)
[builders] Fix unicode-escape crash in workflow graph extraction (vercel#2324)
Version Packages (beta) (vercel#2495)
otel(world-vercel): inject trace context on v4 event requests (vercel#2533)
Bump undici to 7.28.0 (vercel#2534)
Default source maps to dev-on / prod-off (vercel#2529)
otel: nest linked-mode invocations under the delivery context (route + execution in one trace) (vercel#2527)
perf(core): parallel inline steps + optimistic lazy step start (vercel#2516)
...
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants

@karthikscale3@pranaygp