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Retry replay divergence before failing event logs - #2212

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pranaygp merged 3 commits into
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pranaygp/codex/replay-divergence-recovery-main
Jun 2, 2026
Merged

Retry replay divergence before failing event logs#2212
pranaygp merged 3 commits into
mainfrom
pranaygp/codex/replay-divergence-recovery-main

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Summary

  • Forward-ports Retry replay divergence before failing event logs #2208 from stable to main.
  • Classifies transient replay path mismatches as REPLAY_DIVERGENCE, redrives up to three recovery replays, and only persists CORRUPTED_EVENT_LOG after that recovery budget is exhausted.
  • Integrates the recovery policy into main's combined workflow handler and retains its newer error serialization/runtime behavior.

Validation

  • pnpm --filter '@workflow/core...' build (Node v22.18.0)
  • pnpm --filter @workflow/core test (1084 passing)
  • pnpm --filter @workflow/errors test (37 passing)
  • pnpm exec biome format $(git diff --name-only origin-https/main...HEAD -- packages | rg '\.ts$')
  • git diff --check origin-https/main...HEAD

Note

pnpm lint currently reports existing repository-wide diagnostics outside this port, including .github scripts, generated docs/.source files, and pre-existing lint findings in touched source files. The changed TypeScript files pass the formatter check above.

@vercel

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🦋 Changeset detected

Latest commit: 326c11b

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

This PR includes changesets to release 21 packages
NameType
@workflow/corePatch
@workflow/errorsPatch
@workflow/worldPatch
@workflow/buildersPatch
@workflow/cliPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
@workflow/webPatch
workflowPatch
@workflow/world-testingPatch
@workflow/world-localPatch
@workflow/world-postgresPatch
@workflow/world-vercelPatch
@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

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📊 Benchmark Results

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

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.042s (-4.7%)1.006s (~)0.963s101.00x
💻 LocalNitro0.043s (~)1.005s (~)0.962s101.02x
🐘 PostgresExpress0.057s (-1.7%)1.012s (~)0.955s101.35x
🐘 PostgresNitro0.060s (-36.8% 🟢)1.012s (-2.9%)0.952s101.43x
💻 LocalNext.js (Turbopack)0.064s1.006s0.942s101.53x
🐘 PostgresNext.js (Turbopack)0.069s1.011s0.943s101.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro0.250s (-39.0% 🟢)2.440s (-2.7%)2.191s101.00x
▲ VercelNext.js (Turbopack)0.288s (+14.4% 🔺)2.456s (+5.3% 🔺)2.168s101.15x
▲ VercelExpress0.322s (+36.9% 🔺)2.125s (-0.5%)1.802s101.29x

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

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.090s (-3.7%)2.008s (~)0.918s101.00x
💻 LocalExpress1.105s (-1.8%)2.007s (~)0.902s101.01x
🐘 PostgresExpress1.105s (-3.6%)2.011s (~)0.907s101.01x
🐘 PostgresNitro1.117s (-2.0%)2.011s (~)0.894s101.02x
💻 LocalNext.js (Turbopack)1.133s2.007s0.874s101.04x
🐘 PostgresNext.js (Turbopack)1.140s2.009s0.869s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.613s (-20.7% 🟢)3.467s (-9.5% 🟢)1.854s101.00x
▲ VercelNitro1.669s (-57.1% 🟢)3.624s (-38.7% 🟢)1.955s101.03x
▲ VercelExpress1.839s (-1.9%)3.799s (~)1.960s101.14x

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

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro10.507s (-4.0%)11.023s (~)0.516s31.00x
💻 LocalExpress10.508s (-3.8%)11.023s (~)0.515s31.00x
🐘 PostgresExpress10.574s (-3.6%)11.021s (~)0.447s31.01x
🐘 PostgresNitro10.671s (-1.8%)11.021s (~)0.349s31.02x
🐘 PostgresNext.js (Turbopack)10.796s11.022s0.226s31.03x
💻 LocalNext.js (Turbopack)10.801s11.022s0.221s31.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)13.406s (-22.6% 🟢)14.997s (-22.7% 🟢)1.591s31.00x
▲ VercelExpress13.834s (-18.5% 🟢)15.647s (-21.8% 🟢)1.813s21.03x
▲ VercelNitro14.207s (-40.1% 🟢)16.288s (-35.1% 🟢)2.081s21.06x

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

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express13.718s (-8.4% 🟢)14.026s (-6.7% 🟢)0.308s51.00x
💻 LocalNitro13.824s (-8.2% 🟢)14.027s (-12.5% 🟢)0.204s51.01x
🐘 PostgresExpress13.903s (-4.7%)14.019s (-6.7% 🟢)0.116s51.01x
🐘 PostgresNitro14.056s (-3.7%)14.418s (-4.1%)0.362s51.02x
🐘 PostgresNext.js (Turbopack)14.345s15.015s0.670s41.05x
💻 LocalNext.js (Turbopack)14.579s15.030s0.451s41.06x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro19.911s (-69.1% 🟢)22.197s (-66.7% 🟢)2.287s31.00x
▲ VercelNext.js (Turbopack)20.718s (-60.6% 🟢)22.928s (-58.0% 🟢)2.210s31.04x
▲ VercelExpress22.625s (-55.0% 🟢)24.499s (-53.4% 🟢)1.874s31.14x

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

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro12.372s (-26.3% 🟢)13.025s (-23.5% 🟢)0.653s71.00x
💻 LocalExpress12.405s (-25.3% 🟢)13.026s (-23.5% 🟢)0.621s71.00x
🐘 PostgresExpress12.534s (-10.5% 🟢)13.019s (-10.8% 🟢)0.485s71.01x
🐘 PostgresNitro12.663s (-9.3% 🟢)13.020s (-9.0% 🟢)0.357s71.02x
💻 LocalNext.js (Turbopack)13.820s14.171s0.351s71.12x
🐘 PostgresNext.js (Turbopack)13.865s14.158s0.294s71.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro26.268s (-93.8% 🟢)28.781s (-93.2% 🟢)2.513s41.00x
▲ VercelNext.js (Turbopack)27.564s (-93.0% 🟢)30.181s (-92.4% 🟢)2.617s31.05x
▲ VercelExpress33.575s (-72.3% 🟢)35.937s (-70.9% 🟢)2.362s31.28x

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

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.188s (-5.8% 🟢)2.008s (~)0.820s151.00x
🐘 PostgresNitro1.200s (-5.8% 🟢)2.009s (~)0.809s151.01x
💻 LocalExpress1.213s (-18.5% 🟢)2.006s (~)0.793s151.02x
🐘 PostgresNext.js (Turbopack)1.223s2.008s0.784s151.03x
💻 LocalNitro1.256s (-23.0% 🟢)2.005s (-3.3%)0.749s151.06x
💻 LocalNext.js (Turbopack)1.309s2.007s0.698s151.10x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.466s (-12.5% 🟢)3.989s (-7.7% 🟢)1.522s81.00x
▲ VercelExpress2.653s (-7.2% 🟢)4.633s (~)1.980s71.08x
▲ VercelNext.js (Turbopack)3.002s (-11.6% 🟢)4.604s (-6.7% 🟢)1.601s71.22x

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

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.236s (-47.4% 🟢)2.006s (-33.3% 🟢)0.770s151.00x
🐘 PostgresExpress1.260s (-46.6% 🟢)2.007s (-33.3% 🟢)0.747s151.02x
🐘 PostgresNext.js (Turbopack)1.364s2.006s0.642s151.10x
💻 LocalExpress1.722s (-41.7% 🟢)2.006s (-41.9% 🟢)0.283s151.39x
💻 LocalNitro1.725s (-45.1% 🟢)2.006s (-48.4% 🟢)0.281s151.40x
💻 LocalNext.js (Turbopack)1.786s2.073s0.287s151.44x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.381s (-6.6% 🟢)5.304s (+3.8%)1.924s61.00x
▲ VercelNext.js (Turbopack)3.510s (-50.6% 🟢)5.098s (-42.8% 🟢)1.587s61.04x
▲ VercelNitro4.138s (+2.1%)5.988s (+1.1%)1.850s61.22x

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

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.371s (-60.6% 🟢)2.008s (-49.9% 🟢)0.637s151.00x
🐘 PostgresExpress1.439s (-58.7% 🟢)2.007s (-49.9% 🟢)0.569s151.05x
🐘 PostgresNext.js (Turbopack)1.670s2.223s0.553s141.22x
💻 LocalExpress4.709s (-43.5% 🟢)5.345s (-40.8% 🟢)0.635s63.43x
💻 LocalNext.js (Turbopack)4.914s5.347s0.433s63.58x
💻 LocalNitro4.927s (-41.0% 🟢)5.344s (-40.8% 🟢)0.418s63.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro5.104s (+44.8% 🔺)7.273s (+31.4% 🔺)2.169s51.00x
▲ VercelNext.js (Turbopack)5.365s (-39.8% 🟢)7.747s (-29.3% 🟢)2.382s41.05x
▲ VercelExpress5.637s (+33.0% 🔺)7.952s (+29.8% 🔺)2.315s51.10x

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

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.183s (-5.9% 🟢)2.009s (~)0.826s151.00x
🐘 PostgresNitro1.189s (-5.4% 🟢)2.009s (~)0.820s151.00x
🐘 PostgresNext.js (Turbopack)1.232s2.009s0.777s151.04x
💻 LocalNext.js (Turbopack)1.387s2.006s0.620s151.17x
💻 LocalNitro1.507s (-19.2% 🟢)2.006s (-14.3% 🟢)0.499s151.27x
💻 LocalExpress1.524s (-19.5% 🟢)2.006s (-15.1% 🟢)0.483s151.29x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.492s (-3.5%)4.103s (-5.7% 🟢)1.611s81.00x
▲ VercelNext.js (Turbopack)2.645s (-9.8% 🟢)4.655s (~)2.010s71.06x
▲ VercelNitro3.084s (+25.4% 🔺)4.461s (+7.0% 🔺)1.377s71.24x

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

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.260s (-46.2% 🟢)2.011s (-33.2% 🟢)0.751s151.00x
🐘 PostgresNitro1.265s (-45.9% 🟢)2.009s (-33.2% 🟢)0.745s151.00x
🐘 PostgresNext.js (Turbopack)1.378s2.008s0.630s151.09x
💻 LocalNitro1.908s (-37.7% 🟢)2.316s (-40.4% 🟢)0.408s131.51x
💻 LocalExpress1.997s (-36.2% 🟢)2.393s (-36.4% 🟢)0.395s131.59x
💻 LocalNext.js (Turbopack)2.082s2.827s0.745s111.65x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.193s (-1.2%)5.001s (-1.5%)1.808s61.00x
▲ VercelExpress3.631s (+13.7% 🔺)5.283s (+10.2% 🔺)1.652s61.14x
▲ VercelNext.js (Turbopack)5.405s (+72.0% 🔺)7.049s (+55.9% 🔺)1.644s51.69x

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

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.370s (-60.6% 🟢)2.008s (-49.9% 🟢)0.638s151.00x
🐘 PostgresExpress1.397s (-60.1% 🟢)2.008s (-49.9% 🟢)0.611s151.02x
🐘 PostgresNext.js (Turbopack)1.665s2.075s0.410s151.22x
💻 LocalNitro5.512s (-39.7% 🟢)6.014s (-40.0% 🟢)0.502s64.02x
💻 LocalExpress5.581s (-36.6% 🟢)6.012s (-35.2% 🟢)0.431s54.07x
💻 LocalNext.js (Turbopack)6.051s6.615s0.564s54.42x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.834s (-5.1% 🟢)6.892s (+1.1%)2.058s51.00x
▲ VercelExpress5.668s (-11.7% 🟢)8.135s (-0.5%)2.467s41.17x
▲ VercelNext.js (Turbopack)6.023s (-10.9% 🟢)7.650s (-10.5% 🟢)1.627s51.25x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.594s (-29.2% 🟢)1.024s (~)0.430s591.00x
💻 LocalNitro0.598s (-39.0% 🟢)1.005s (-8.2% 🟢)0.406s601.01x
🐘 PostgresNitro0.632s (-23.0% 🟢)1.024s (+1.7%)0.392s591.06x
💻 LocalExpress0.665s (-32.4% 🟢)1.095s (+1.8%)0.430s551.12x
🐘 PostgresNext.js (Turbopack)0.810s1.007s0.197s601.36x
💻 LocalNext.js (Turbopack)0.900s1.058s0.158s571.52x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.714s (-78.6% 🟢)6.608s (-72.5% 🟢)1.894s101.00x
▲ VercelNext.js (Turbopack)5.063s (-65.1% 🟢)6.698s (-58.4% 🟢)1.635s91.07x
▲ VercelExpress5.366s (-71.8% 🟢)7.203s (-66.2% 🟢)1.838s91.14x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.417s (-26.5% 🟢)2.008s (-4.4%)0.591s451.00x
🐘 PostgresExpress1.465s (-25.9% 🟢)2.101s (-7.0% 🟢)0.636s431.03x
💻 LocalNitro1.497s (-50.7% 🟢)2.006s (-46.6% 🟢)0.509s451.06x
💻 LocalExpress1.508s (-50.0% 🟢)2.006s (-44.1% 🟢)0.498s451.06x
🐘 PostgresNext.js (Turbopack)1.959s2.258s0.299s401.38x
💻 LocalNext.js (Turbopack)2.166s3.008s0.842s301.53x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro11.822s (-70.1% 🟢)14.078s (-65.9% 🟢)2.256s71.00x
▲ VercelExpress12.846s (-62.8% 🟢)15.128s (-58.9% 🟢)2.283s61.09x
▲ VercelNext.js (Turbopack)13.230s (-73.4% 🟢)15.246s (-70.5% 🟢)2.016s61.12x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.825s (-29.2% 🟢)3.253s (-25.5% 🟢)0.428s371.00x
🐘 PostgresNitro2.877s (-29.9% 🟢)3.194s (-30.6% 🟢)0.317s381.02x
💻 LocalNitro3.256s (-65.0% 🟢)4.010s (-60.0% 🟢)0.753s301.15x
💻 LocalExpress3.275s (-64.4% 🟢)4.009s (-60.0% 🟢)0.734s301.16x
🐘 PostgresNext.js (Turbopack)3.865s4.149s0.284s291.37x
💻 LocalNext.js (Turbopack)4.492s5.011s0.518s241.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro23.924s (-75.3% 🟢)26.326s (-73.3% 🟢)2.401s51.00x
▲ VercelExpress24.937s (-80.8% 🟢)27.094s (-79.5% 🟢)2.157s51.04x
▲ VercelNext.js (Turbopack)26.787s (-75.0% 🟢)29.648s (-72.8% 🟢)2.861s51.12x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.221s (-21.9% 🟢)1.006s (~)0.786s601.00x
🐘 PostgresNitro0.239s (-15.7% 🟢)1.006s (~)0.768s601.08x
🐘 PostgresNext.js (Turbopack)0.262s1.006s0.744s601.19x
💻 LocalExpress0.518s (-7.6% 🟢)1.095s (+9.1% 🔺)0.577s552.35x
💻 LocalNext.js (Turbopack)0.629s1.022s0.393s592.85x
💻 LocalNitro0.666s (+10.2% 🔺)1.205s (+18.0% 🔺)0.539s503.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.091s (+25.9% 🔺)3.873s (+15.6% 🔺)1.781s161.00x
▲ VercelNext.js (Turbopack)2.324s (+14.9% 🔺)4.032s (+6.3% 🔺)1.708s151.11x
▲ VercelExpress2.333s (+19.4% 🔺)4.336s (+19.2% 🔺)2.003s141.12x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.331s (-35.0% 🟢)1.006s (~)0.675s901.00x
🐘 PostgresNitro0.351s (-29.3% 🟢)1.007s (~)0.656s901.06x
🐘 PostgresNext.js (Turbopack)0.487s1.006s0.519s901.47x
💻 LocalNitro2.196s (-13.5% 🟢)2.853s (-5.2% 🟢)0.657s326.63x
💻 LocalExpress2.341s (-6.9% 🟢)2.854s (-5.2% 🟢)0.513s327.07x
💻 LocalNext.js (Turbopack)2.537s3.332s0.795s287.66x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.712s (+54.7% 🔺)6.476s (+34.7% 🔺)1.764s141.00x
▲ VercelNitro4.905s (+52.0% 🔺)6.577s (+36.4% 🔺)1.672s141.04x
▲ VercelNext.js (Turbopack)5.508s (+55.8% 🔺)7.294s (+40.5% 🔺)1.786s131.17x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.656s (-17.1% 🟢)1.007s (~)0.351s1201.00x
🐘 PostgresExpress0.674s (-17.7% 🟢)1.006s (-1.1%)0.332s1201.03x
🐘 PostgresNext.js (Turbopack)1.010s1.723s0.712s701.54x
💻 LocalNitro9.434s (-15.7% 🟢)10.027s (-14.0% 🟢)0.593s1214.39x
💻 LocalExpress9.662s (-13.7% 🟢)10.280s (-13.9% 🟢)0.618s1214.74x
💻 LocalNext.js (Turbopack)10.818s11.574s0.756s1116.50x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro11.728s (+51.9% 🔺)14.011s (+49.0% 🔺)2.283s91.00x
▲ VercelExpress12.415s (+67.3% 🔺)14.634s (+58.3% 🔺)2.219s91.06x
▲ VercelNext.js (Turbopack)15.558s (+50.6% 🔺)17.542s (+42.8% 🔺)1.984s81.33x

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

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.159s (+442.2% 🔺)2.005s (+99.6% 🔺)0.010s (-16.8% 🟢)2.018s (+98.0% 🔺)0.859s101.00x
💻 LocalExpress1.161s (+483.2% 🔺)2.005s (+99.6% 🔺)0.010s (-14.0% 🟢)2.018s (+98.2% 🔺)0.857s101.00x
🐘 PostgresExpress1.169s (+470.2% 🔺)2.000s (+100.2% 🔺)0.001s (-25.0% 🟢)2.011s (+98.8% 🔺)0.842s101.01x
🐘 PostgresNitro1.197s (+483.9% 🔺)2.001s (+100.2% 🔺)0.001s (-20.0% 🟢)2.010s (+98.8% 🔺)0.813s101.03x
💻 LocalNext.js (Turbopack)1.210s2.003s0.012s2.019s0.810s101.04x
🐘 PostgresNext.js (Turbopack)1.219s2.002s0.002s2.011s0.792s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.053s (-46.4% 🟢)3.263s (-38.2% 🟢)1.429s (+92.6% 🔺)5.203s (-19.7% 🟢)3.150s101.00x
▲ VercelNext.js (Turbopack)2.146s (-68.7% 🟢)3.310s (-61.7% 🟢)1.570s (+148.4% 🔺)5.403s (-44.8% 🟢)3.257s101.05x
▲ VercelExpress2.303s (-8.1% 🟢)3.568s (-12.8% 🟢)1.207s (+25.6% 🔺)5.300s (-5.2% 🟢)2.997s101.12x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.581s (+151.0% 🔺)2.007s (+99.4% 🔺)0.004s (+3.6%)2.025s (+98.0% 🔺)0.444s301.00x
💻 LocalExpress1.599s (+111.3% 🔺)2.010s (+95.4% 🔺)0.010s (+8.7% 🔺)2.023s (+94.5% 🔺)0.423s301.01x
🐘 PostgresNitro1.623s (+160.0% 🔺)2.006s (+99.3% 🔺)0.004s (-10.5% 🟢)2.024s (+98.0% 🔺)0.401s301.03x
💻 LocalNitro1.761s (+110.0% 🔺)2.011s (+98.7% 🔺)0.010s (+8.2% 🔺)2.202s (+97.3% 🔺)0.441s281.11x
🐘 PostgresNext.js (Turbopack)1.767s2.010s0.004s2.026s0.259s301.12x
💻 LocalNext.js (Turbopack)1.773s2.009s0.011s2.024s0.250s301.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.808s (-10.7% 🟢)7.305s (-8.8% 🟢)0.381s (-6.7% 🟢)8.230s (-6.8% 🟢)2.422s81.00x
▲ VercelNitro5.818s (-80.2% 🟢)7.268s (-76.4% 🟢)0.189s (+69.0% 🔺)7.938s (-75.0% 🟢)2.120s81.00x
▲ VercelNext.js (Turbopack)5.932s (-64.9% 🟢)7.300s (-60.0% 🟢)0.217s (+2.7%)8.032s (-57.6% 🟢)2.100s81.02x

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

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.677s (-29.6% 🟢)1.015s (-20.6% 🟢)0.000s (+91.7% 🔺)1.029s (-21.2% 🟢)0.352s601.00x
🐘 PostgresNitro0.734s (-24.3% 🟢)1.053s (-15.6% 🟢)0.000s (-15.8% 🟢)1.067s (-15.2% 🟢)0.333s571.08x
🐘 PostgresNext.js (Turbopack)0.862s1.154s0.000s1.164s0.302s521.27x
💻 LocalNitro1.402s (+14.7% 🔺)2.014s (~)0.001s (+433.3% 🔺)2.016s (~)0.614s302.07x
💻 LocalExpress1.463s (+19.4% 🔺)2.014s (~)0.001s (+50.0% 🔺)2.017s (~)0.554s302.16x
💻 LocalNext.js (Turbopack)1.719s2.014s0.000s2.191s0.472s292.54x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.462s (-7.4% 🟢)4.823s (-5.5% 🟢)0.000s (-100.0% 🟢)5.311s (-4.0%)1.849s121.00x
▲ VercelNitro3.665s (+20.1% 🔺)5.045s (+14.9% 🔺)0.000s (-100.0% 🟢)5.535s (+15.1% 🔺)1.870s111.06x
▲ VercelNext.js (Turbopack)3.932s (-61.4% 🟢)5.064s (-56.0% 🟢)0.000s (+Infinity% 🔺)5.635s (-53.2% 🟢)1.703s111.14x

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

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

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.402s (-20.9% 🟢)2.114s (-2.9%)0.000s (NaN%)2.147s (-2.4%)0.745s281.00x
🐘 PostgresNitro1.465s (-18.2% 🟢)2.105s (-1.7%)0.000s (+93.1% 🔺)2.113s (-2.8%)0.648s291.04x
🐘 PostgresNext.js (Turbopack)1.759s2.180s0.000s2.193s0.434s281.25x
💻 LocalNitro3.120s (-7.9% 🟢)3.903s (-3.2%)0.000s (-53.1% 🟢)3.905s (-3.3%)0.785s162.23x
💻 LocalNext.js (Turbopack)3.218s3.730s0.001s3.738s0.520s172.30x
💻 LocalExpress3.353s (-3.3%)3.964s (-1.7%)0.001s (-37.5% 🟢)3.968s (-1.7%)0.614s162.39x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.803s (+26.5% 🔺)7.367s (+22.3% 🔺)0.000s (NaN%)7.923s (+22.7% 🔺)2.119s81.00x
▲ VercelNitro44.098s (+977.2% 🔺)45.563s (+747.8% 🔺)0.001s (+175.0% 🔺)46.169s (+696.9% 🔺)2.071s87.60x
▲ VercelNext.js (Turbopack)56.546s (+906.8% 🔺)58.212s (+733.8% 🔺)0.000s (-100.0% 🟢)58.672s (+678.1% 🔺)2.126s69.74x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNitro13/21
🐘 PostgresExpress16/21
▲ VercelNitro13/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres15/21
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

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🧪 E2E Test Results

All tests passed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production126602191485
✅ 💻 Local Development167102191890
✅ 📦 Local Production167102191890
✅ 🐘 Local Postgres167102191890
✅ 🪟 Windows13500135
✅ 📋 Other7690176945
Total7183010528235

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro109026
✅ example109026
✅ express109026
✅ fastify109026
✅ hono109026
✅ nextjs-turbopack13302
✅ nextjs-webpack13302
✅ nitro109026
✅ nuxt109026
✅ sveltekit12807
✅ vite109026
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack13500
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable110025
✅ e2e-local-dev-tanstack-start-110025
✅ e2e-local-postgres-nest-stable110025
✅ e2e-local-postgres-tanstack-start-110025
✅ e2e-local-prod-nest-stable110025
✅ e2e-local-prod-tanstack-start-110025
✅ e2e-vercel-prod-tanstack-start109026

📋 View full workflow run

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Additional Suggestion:

Abort hook token mismatch throws terminal CorruptedEventLogError instead of retryable ReplayDivergenceError, bypassing the PR's new replay-divergence recovery/redrive mechanism

Fix on Vercel

@pranaygp
pranaygp marked this pull request as ready for review June 2, 2026 02:12
@pranaygp
pranaygp requested a review from a team as a code ownerJune 2, 2026 02:12
CopilotAI review requested due to automatic review settings June 2, 2026 02:12
@pranaygp
pranaygp enabled auto-merge (squash) June 2, 2026 02:13

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Pull request overview

This PR forward-ports the “replay divergence recovery” behavior into main by introducing a retryable replay-divergence signal and using it to queue bounded recovery replays before a run is marked as having a corrupted event log.

Changes:

  • Add ReplayDivergenceError / REPLAY_DIVERGENCE classification and propagate divergence state through the workflow invoke payload.
  • Update sleep/hook/step replay guards to emit ReplayDivergenceError (instead of immediately failing as CORRUPTED_EVENT_LOG).
  • Integrate bounded recovery replay redrives in the combined workflow runtime handler, plus docs + changeset.

Reviewed changes

Copilot reviewed 21 out of 21 changed files in this pull request and generated 2 comments.

Show a summary per file
FileDescription
packages/world/src/queue.tsExtends workflow invoke payload schema with replayDivergence recovery metadata.
packages/errors/src/index.tsAdds ReplayDivergenceError and an ERROR_SLUGS entry for documentation linking.
packages/errors/src/error-codes.tsIntroduces RUN_ERROR_CODES.REPLAY_DIVERGENCE.
packages/errors/src/replay-divergence-error.test.tsAdds unit test for the new error type/behavior.
packages/core/src/workflow/sleep.tsEmits ReplayDivergenceError for wait/sleep replay mismatches.
packages/core/src/workflow/sleep.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/workflow/hook.tsEmits ReplayDivergenceError for hook replay mismatches.
packages/core/src/workflow/hook.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/step.tsEmits ReplayDivergenceError for step replay mismatches.
packages/core/src/step.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/workflow.tsTreats replay divergence as a control-flow signal to be handled by the runtime.
packages/core/src/workflow.test.tsUpdates error message expectations for unconsumed events.
packages/core/src/runtime/constants.tsAdds REPLAY_DIVERGENCE_MAX_RETRIES.
packages/core/src/runtime.tsQueues bounded recovery replays for replay divergence and only fails as corrupted after budget exhaustion.
packages/core/src/runtime.test.tsAdds coverage for recovery replay behavior and terminal corruption after budget exhaustion.
packages/core/src/classify-error.tsMaps ReplayDivergenceError to RUN_ERROR_CODES.REPLAY_DIVERGENCE.
packages/core/src/classify-error.test.tsAdds classification test for REPLAY_DIVERGENCE.
docs/content/docs/v5/errors/replay-divergence.mdxDocuments replay divergence and automatic recovery behavior.
docs/content/docs/v5/errors/index.mdxAdds the replay-divergence card to the error docs index.
docs/content/docs/v5/errors/corrupted-event-log.mdxUpdates corrupted-event-log docs to reflect the new recovery-first behavior.
.changeset/replay-divergence-redelivery.mdPublishes patch bumps for core/errors/world for the new behavior.

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Comment threadpackages/errors/src/index.ts
Comment threaddocs/content/docs/v5/errors/corrupted-event-log.mdx
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Addressed the Vercel Agent abort-hook suggestion in 39a7b8525: abort hook token mismatches now raise ReplayDivergenceError with the event ID so they use the bounded recovery/redrive path. Added regression coverage in packages/core/src/abort-controller.test.ts.

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Added the v4 docs collection in 326c11b03. The stable runtime ships this recovery behavior for v4, while published docs are deployed from main, so v4 and v5 now both document replay-divergence recovery.

@pranaygp
pranaygp merged commit 2a3b11b into mainJun 2, 2026
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pranaygp deleted the pranaygp/codex/replay-divergence-recovery-main branch June 2, 2026 06:48
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No backport to stable for 2a3b11b (AI decision).

This commit is explicitly a forward-port of #2208 from stable to main, as stated in the PR body ("Forward-ports #2208 from stable to main"). The change already exists on stable, so backporting it would be redundant or conflict with the existing implementation there.

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

2a3b11bcb408f1aa071b0e37f0b2df614052acd1

TooTallNate added a commit that referenced this pull request Jun 3, 2026
…(diagnostic)
We are not observing any failed runs in CI even after many retries, which
means the REPLAY_DIVERGENCE recovery-replay redrive (#2208/#2212) is masking
real divergences: a subsequent redrive happens to read a consistent snapshot
and succeeds, so we lose the signal needed to understand why the log diverged.
Remove the recovery-replay redrive so the first ReplayDivergenceError fails
the run as a terminal CORRUPTED_EVENT_LOG. Combined with the per-replay event
log logging, this makes every divergence immediately visible and lets us
capture the exact diverging event log for investigation.
This is intentionally aggressive for diagnosis; the recovery budget
(REPLAY_DIVERGENCE_MAX_RETRIES) is left defined and can be reinstated once the
root cause is understood. Updates the two runtime tests that asserted the
redrive behavior to assert immediate failure.
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Retry replay divergence before failing event logs by pranaygp · Pull Request #2212 · vercel/workflow · GitHub
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Retry replay divergence before failing event logs - #2212

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pranaygp merged 3 commits into
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pranaygp/codex/replay-divergence-recovery-main
Jun 2, 2026
Merged

Retry replay divergence before failing event logs#2212
pranaygp merged 3 commits into
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pranaygp/codex/replay-divergence-recovery-main

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Summary

  • Forward-ports Retry replay divergence before failing event logs #2208 from stable to main.
  • Classifies transient replay path mismatches as REPLAY_DIVERGENCE, redrives up to three recovery replays, and only persists CORRUPTED_EVENT_LOG after that recovery budget is exhausted.
  • Integrates the recovery policy into main's combined workflow handler and retains its newer error serialization/runtime behavior.

Validation

  • pnpm --filter '@workflow/core...' build (Node v22.18.0)
  • pnpm --filter @workflow/core test (1084 passing)
  • pnpm --filter @workflow/errors test (37 passing)
  • pnpm exec biome format $(git diff --name-only origin-https/main...HEAD -- packages | rg '\.ts$')
  • git diff --check origin-https/main...HEAD

Note

pnpm lint currently reports existing repository-wide diagnostics outside this port, including .github scripts, generated docs/.source files, and pre-existing lint findings in touched source files. The changed TypeScript files pass the formatter check above.

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🦋 Changeset detected

Latest commit: 326c11b

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

This PR includes changesets to release 21 packages
NameType
@workflow/corePatch
@workflow/errorsPatch
@workflow/worldPatch
@workflow/buildersPatch
@workflow/cliPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
@workflow/webPatch
workflowPatch
@workflow/world-testingPatch
@workflow/world-localPatch
@workflow/world-postgresPatch
@workflow/world-vercelPatch
@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

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📊 Benchmark Results

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

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.042s (-4.7%)1.006s (~)0.963s101.00x
💻 LocalNitro0.043s (~)1.005s (~)0.962s101.02x
🐘 PostgresExpress0.057s (-1.7%)1.012s (~)0.955s101.35x
🐘 PostgresNitro0.060s (-36.8% 🟢)1.012s (-2.9%)0.952s101.43x
💻 LocalNext.js (Turbopack)0.064s1.006s0.942s101.53x
🐘 PostgresNext.js (Turbopack)0.069s1.011s0.943s101.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro0.250s (-39.0% 🟢)2.440s (-2.7%)2.191s101.00x
▲ VercelNext.js (Turbopack)0.288s (+14.4% 🔺)2.456s (+5.3% 🔺)2.168s101.15x
▲ VercelExpress0.322s (+36.9% 🔺)2.125s (-0.5%)1.802s101.29x

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

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.090s (-3.7%)2.008s (~)0.918s101.00x
💻 LocalExpress1.105s (-1.8%)2.007s (~)0.902s101.01x
🐘 PostgresExpress1.105s (-3.6%)2.011s (~)0.907s101.01x
🐘 PostgresNitro1.117s (-2.0%)2.011s (~)0.894s101.02x
💻 LocalNext.js (Turbopack)1.133s2.007s0.874s101.04x
🐘 PostgresNext.js (Turbopack)1.140s2.009s0.869s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.613s (-20.7% 🟢)3.467s (-9.5% 🟢)1.854s101.00x
▲ VercelNitro1.669s (-57.1% 🟢)3.624s (-38.7% 🟢)1.955s101.03x
▲ VercelExpress1.839s (-1.9%)3.799s (~)1.960s101.14x

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

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro10.507s (-4.0%)11.023s (~)0.516s31.00x
💻 LocalExpress10.508s (-3.8%)11.023s (~)0.515s31.00x
🐘 PostgresExpress10.574s (-3.6%)11.021s (~)0.447s31.01x
🐘 PostgresNitro10.671s (-1.8%)11.021s (~)0.349s31.02x
🐘 PostgresNext.js (Turbopack)10.796s11.022s0.226s31.03x
💻 LocalNext.js (Turbopack)10.801s11.022s0.221s31.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)13.406s (-22.6% 🟢)14.997s (-22.7% 🟢)1.591s31.00x
▲ VercelExpress13.834s (-18.5% 🟢)15.647s (-21.8% 🟢)1.813s21.03x
▲ VercelNitro14.207s (-40.1% 🟢)16.288s (-35.1% 🟢)2.081s21.06x

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

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express13.718s (-8.4% 🟢)14.026s (-6.7% 🟢)0.308s51.00x
💻 LocalNitro13.824s (-8.2% 🟢)14.027s (-12.5% 🟢)0.204s51.01x
🐘 PostgresExpress13.903s (-4.7%)14.019s (-6.7% 🟢)0.116s51.01x
🐘 PostgresNitro14.056s (-3.7%)14.418s (-4.1%)0.362s51.02x
🐘 PostgresNext.js (Turbopack)14.345s15.015s0.670s41.05x
💻 LocalNext.js (Turbopack)14.579s15.030s0.451s41.06x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro19.911s (-69.1% 🟢)22.197s (-66.7% 🟢)2.287s31.00x
▲ VercelNext.js (Turbopack)20.718s (-60.6% 🟢)22.928s (-58.0% 🟢)2.210s31.04x
▲ VercelExpress22.625s (-55.0% 🟢)24.499s (-53.4% 🟢)1.874s31.14x

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

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro12.372s (-26.3% 🟢)13.025s (-23.5% 🟢)0.653s71.00x
💻 LocalExpress12.405s (-25.3% 🟢)13.026s (-23.5% 🟢)0.621s71.00x
🐘 PostgresExpress12.534s (-10.5% 🟢)13.019s (-10.8% 🟢)0.485s71.01x
🐘 PostgresNitro12.663s (-9.3% 🟢)13.020s (-9.0% 🟢)0.357s71.02x
💻 LocalNext.js (Turbopack)13.820s14.171s0.351s71.12x
🐘 PostgresNext.js (Turbopack)13.865s14.158s0.294s71.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro26.268s (-93.8% 🟢)28.781s (-93.2% 🟢)2.513s41.00x
▲ VercelNext.js (Turbopack)27.564s (-93.0% 🟢)30.181s (-92.4% 🟢)2.617s31.05x
▲ VercelExpress33.575s (-72.3% 🟢)35.937s (-70.9% 🟢)2.362s31.28x

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

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.188s (-5.8% 🟢)2.008s (~)0.820s151.00x
🐘 PostgresNitro1.200s (-5.8% 🟢)2.009s (~)0.809s151.01x
💻 LocalExpress1.213s (-18.5% 🟢)2.006s (~)0.793s151.02x
🐘 PostgresNext.js (Turbopack)1.223s2.008s0.784s151.03x
💻 LocalNitro1.256s (-23.0% 🟢)2.005s (-3.3%)0.749s151.06x
💻 LocalNext.js (Turbopack)1.309s2.007s0.698s151.10x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.466s (-12.5% 🟢)3.989s (-7.7% 🟢)1.522s81.00x
▲ VercelExpress2.653s (-7.2% 🟢)4.633s (~)1.980s71.08x
▲ VercelNext.js (Turbopack)3.002s (-11.6% 🟢)4.604s (-6.7% 🟢)1.601s71.22x

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

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.236s (-47.4% 🟢)2.006s (-33.3% 🟢)0.770s151.00x
🐘 PostgresExpress1.260s (-46.6% 🟢)2.007s (-33.3% 🟢)0.747s151.02x
🐘 PostgresNext.js (Turbopack)1.364s2.006s0.642s151.10x
💻 LocalExpress1.722s (-41.7% 🟢)2.006s (-41.9% 🟢)0.283s151.39x
💻 LocalNitro1.725s (-45.1% 🟢)2.006s (-48.4% 🟢)0.281s151.40x
💻 LocalNext.js (Turbopack)1.786s2.073s0.287s151.44x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.381s (-6.6% 🟢)5.304s (+3.8%)1.924s61.00x
▲ VercelNext.js (Turbopack)3.510s (-50.6% 🟢)5.098s (-42.8% 🟢)1.587s61.04x
▲ VercelNitro4.138s (+2.1%)5.988s (+1.1%)1.850s61.22x

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

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.371s (-60.6% 🟢)2.008s (-49.9% 🟢)0.637s151.00x
🐘 PostgresExpress1.439s (-58.7% 🟢)2.007s (-49.9% 🟢)0.569s151.05x
🐘 PostgresNext.js (Turbopack)1.670s2.223s0.553s141.22x
💻 LocalExpress4.709s (-43.5% 🟢)5.345s (-40.8% 🟢)0.635s63.43x
💻 LocalNext.js (Turbopack)4.914s5.347s0.433s63.58x
💻 LocalNitro4.927s (-41.0% 🟢)5.344s (-40.8% 🟢)0.418s63.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro5.104s (+44.8% 🔺)7.273s (+31.4% 🔺)2.169s51.00x
▲ VercelNext.js (Turbopack)5.365s (-39.8% 🟢)7.747s (-29.3% 🟢)2.382s41.05x
▲ VercelExpress5.637s (+33.0% 🔺)7.952s (+29.8% 🔺)2.315s51.10x

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

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.183s (-5.9% 🟢)2.009s (~)0.826s151.00x
🐘 PostgresNitro1.189s (-5.4% 🟢)2.009s (~)0.820s151.00x
🐘 PostgresNext.js (Turbopack)1.232s2.009s0.777s151.04x
💻 LocalNext.js (Turbopack)1.387s2.006s0.620s151.17x
💻 LocalNitro1.507s (-19.2% 🟢)2.006s (-14.3% 🟢)0.499s151.27x
💻 LocalExpress1.524s (-19.5% 🟢)2.006s (-15.1% 🟢)0.483s151.29x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.492s (-3.5%)4.103s (-5.7% 🟢)1.611s81.00x
▲ VercelNext.js (Turbopack)2.645s (-9.8% 🟢)4.655s (~)2.010s71.06x
▲ VercelNitro3.084s (+25.4% 🔺)4.461s (+7.0% 🔺)1.377s71.24x

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

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.260s (-46.2% 🟢)2.011s (-33.2% 🟢)0.751s151.00x
🐘 PostgresNitro1.265s (-45.9% 🟢)2.009s (-33.2% 🟢)0.745s151.00x
🐘 PostgresNext.js (Turbopack)1.378s2.008s0.630s151.09x
💻 LocalNitro1.908s (-37.7% 🟢)2.316s (-40.4% 🟢)0.408s131.51x
💻 LocalExpress1.997s (-36.2% 🟢)2.393s (-36.4% 🟢)0.395s131.59x
💻 LocalNext.js (Turbopack)2.082s2.827s0.745s111.65x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.193s (-1.2%)5.001s (-1.5%)1.808s61.00x
▲ VercelExpress3.631s (+13.7% 🔺)5.283s (+10.2% 🔺)1.652s61.14x
▲ VercelNext.js (Turbopack)5.405s (+72.0% 🔺)7.049s (+55.9% 🔺)1.644s51.69x

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

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.370s (-60.6% 🟢)2.008s (-49.9% 🟢)0.638s151.00x
🐘 PostgresExpress1.397s (-60.1% 🟢)2.008s (-49.9% 🟢)0.611s151.02x
🐘 PostgresNext.js (Turbopack)1.665s2.075s0.410s151.22x
💻 LocalNitro5.512s (-39.7% 🟢)6.014s (-40.0% 🟢)0.502s64.02x
💻 LocalExpress5.581s (-36.6% 🟢)6.012s (-35.2% 🟢)0.431s54.07x
💻 LocalNext.js (Turbopack)6.051s6.615s0.564s54.42x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.834s (-5.1% 🟢)6.892s (+1.1%)2.058s51.00x
▲ VercelExpress5.668s (-11.7% 🟢)8.135s (-0.5%)2.467s41.17x
▲ VercelNext.js (Turbopack)6.023s (-10.9% 🟢)7.650s (-10.5% 🟢)1.627s51.25x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.594s (-29.2% 🟢)1.024s (~)0.430s591.00x
💻 LocalNitro0.598s (-39.0% 🟢)1.005s (-8.2% 🟢)0.406s601.01x
🐘 PostgresNitro0.632s (-23.0% 🟢)1.024s (+1.7%)0.392s591.06x
💻 LocalExpress0.665s (-32.4% 🟢)1.095s (+1.8%)0.430s551.12x
🐘 PostgresNext.js (Turbopack)0.810s1.007s0.197s601.36x
💻 LocalNext.js (Turbopack)0.900s1.058s0.158s571.52x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.714s (-78.6% 🟢)6.608s (-72.5% 🟢)1.894s101.00x
▲ VercelNext.js (Turbopack)5.063s (-65.1% 🟢)6.698s (-58.4% 🟢)1.635s91.07x
▲ VercelExpress5.366s (-71.8% 🟢)7.203s (-66.2% 🟢)1.838s91.14x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.417s (-26.5% 🟢)2.008s (-4.4%)0.591s451.00x
🐘 PostgresExpress1.465s (-25.9% 🟢)2.101s (-7.0% 🟢)0.636s431.03x
💻 LocalNitro1.497s (-50.7% 🟢)2.006s (-46.6% 🟢)0.509s451.06x
💻 LocalExpress1.508s (-50.0% 🟢)2.006s (-44.1% 🟢)0.498s451.06x
🐘 PostgresNext.js (Turbopack)1.959s2.258s0.299s401.38x
💻 LocalNext.js (Turbopack)2.166s3.008s0.842s301.53x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro11.822s (-70.1% 🟢)14.078s (-65.9% 🟢)2.256s71.00x
▲ VercelExpress12.846s (-62.8% 🟢)15.128s (-58.9% 🟢)2.283s61.09x
▲ VercelNext.js (Turbopack)13.230s (-73.4% 🟢)15.246s (-70.5% 🟢)2.016s61.12x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.825s (-29.2% 🟢)3.253s (-25.5% 🟢)0.428s371.00x
🐘 PostgresNitro2.877s (-29.9% 🟢)3.194s (-30.6% 🟢)0.317s381.02x
💻 LocalNitro3.256s (-65.0% 🟢)4.010s (-60.0% 🟢)0.753s301.15x
💻 LocalExpress3.275s (-64.4% 🟢)4.009s (-60.0% 🟢)0.734s301.16x
🐘 PostgresNext.js (Turbopack)3.865s4.149s0.284s291.37x
💻 LocalNext.js (Turbopack)4.492s5.011s0.518s241.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro23.924s (-75.3% 🟢)26.326s (-73.3% 🟢)2.401s51.00x
▲ VercelExpress24.937s (-80.8% 🟢)27.094s (-79.5% 🟢)2.157s51.04x
▲ VercelNext.js (Turbopack)26.787s (-75.0% 🟢)29.648s (-72.8% 🟢)2.861s51.12x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.221s (-21.9% 🟢)1.006s (~)0.786s601.00x
🐘 PostgresNitro0.239s (-15.7% 🟢)1.006s (~)0.768s601.08x
🐘 PostgresNext.js (Turbopack)0.262s1.006s0.744s601.19x
💻 LocalExpress0.518s (-7.6% 🟢)1.095s (+9.1% 🔺)0.577s552.35x
💻 LocalNext.js (Turbopack)0.629s1.022s0.393s592.85x
💻 LocalNitro0.666s (+10.2% 🔺)1.205s (+18.0% 🔺)0.539s503.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.091s (+25.9% 🔺)3.873s (+15.6% 🔺)1.781s161.00x
▲ VercelNext.js (Turbopack)2.324s (+14.9% 🔺)4.032s (+6.3% 🔺)1.708s151.11x
▲ VercelExpress2.333s (+19.4% 🔺)4.336s (+19.2% 🔺)2.003s141.12x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.331s (-35.0% 🟢)1.006s (~)0.675s901.00x
🐘 PostgresNitro0.351s (-29.3% 🟢)1.007s (~)0.656s901.06x
🐘 PostgresNext.js (Turbopack)0.487s1.006s0.519s901.47x
💻 LocalNitro2.196s (-13.5% 🟢)2.853s (-5.2% 🟢)0.657s326.63x
💻 LocalExpress2.341s (-6.9% 🟢)2.854s (-5.2% 🟢)0.513s327.07x
💻 LocalNext.js (Turbopack)2.537s3.332s0.795s287.66x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.712s (+54.7% 🔺)6.476s (+34.7% 🔺)1.764s141.00x
▲ VercelNitro4.905s (+52.0% 🔺)6.577s (+36.4% 🔺)1.672s141.04x
▲ VercelNext.js (Turbopack)5.508s (+55.8% 🔺)7.294s (+40.5% 🔺)1.786s131.17x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.656s (-17.1% 🟢)1.007s (~)0.351s1201.00x
🐘 PostgresExpress0.674s (-17.7% 🟢)1.006s (-1.1%)0.332s1201.03x
🐘 PostgresNext.js (Turbopack)1.010s1.723s0.712s701.54x
💻 LocalNitro9.434s (-15.7% 🟢)10.027s (-14.0% 🟢)0.593s1214.39x
💻 LocalExpress9.662s (-13.7% 🟢)10.280s (-13.9% 🟢)0.618s1214.74x
💻 LocalNext.js (Turbopack)10.818s11.574s0.756s1116.50x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro11.728s (+51.9% 🔺)14.011s (+49.0% 🔺)2.283s91.00x
▲ VercelExpress12.415s (+67.3% 🔺)14.634s (+58.3% 🔺)2.219s91.06x
▲ VercelNext.js (Turbopack)15.558s (+50.6% 🔺)17.542s (+42.8% 🔺)1.984s81.33x

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

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.159s (+442.2% 🔺)2.005s (+99.6% 🔺)0.010s (-16.8% 🟢)2.018s (+98.0% 🔺)0.859s101.00x
💻 LocalExpress1.161s (+483.2% 🔺)2.005s (+99.6% 🔺)0.010s (-14.0% 🟢)2.018s (+98.2% 🔺)0.857s101.00x
🐘 PostgresExpress1.169s (+470.2% 🔺)2.000s (+100.2% 🔺)0.001s (-25.0% 🟢)2.011s (+98.8% 🔺)0.842s101.01x
🐘 PostgresNitro1.197s (+483.9% 🔺)2.001s (+100.2% 🔺)0.001s (-20.0% 🟢)2.010s (+98.8% 🔺)0.813s101.03x
💻 LocalNext.js (Turbopack)1.210s2.003s0.012s2.019s0.810s101.04x
🐘 PostgresNext.js (Turbopack)1.219s2.002s0.002s2.011s0.792s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.053s (-46.4% 🟢)3.263s (-38.2% 🟢)1.429s (+92.6% 🔺)5.203s (-19.7% 🟢)3.150s101.00x
▲ VercelNext.js (Turbopack)2.146s (-68.7% 🟢)3.310s (-61.7% 🟢)1.570s (+148.4% 🔺)5.403s (-44.8% 🟢)3.257s101.05x
▲ VercelExpress2.303s (-8.1% 🟢)3.568s (-12.8% 🟢)1.207s (+25.6% 🔺)5.300s (-5.2% 🟢)2.997s101.12x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.581s (+151.0% 🔺)2.007s (+99.4% 🔺)0.004s (+3.6%)2.025s (+98.0% 🔺)0.444s301.00x
💻 LocalExpress1.599s (+111.3% 🔺)2.010s (+95.4% 🔺)0.010s (+8.7% 🔺)2.023s (+94.5% 🔺)0.423s301.01x
🐘 PostgresNitro1.623s (+160.0% 🔺)2.006s (+99.3% 🔺)0.004s (-10.5% 🟢)2.024s (+98.0% 🔺)0.401s301.03x
💻 LocalNitro1.761s (+110.0% 🔺)2.011s (+98.7% 🔺)0.010s (+8.2% 🔺)2.202s (+97.3% 🔺)0.441s281.11x
🐘 PostgresNext.js (Turbopack)1.767s2.010s0.004s2.026s0.259s301.12x
💻 LocalNext.js (Turbopack)1.773s2.009s0.011s2.024s0.250s301.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.808s (-10.7% 🟢)7.305s (-8.8% 🟢)0.381s (-6.7% 🟢)8.230s (-6.8% 🟢)2.422s81.00x
▲ VercelNitro5.818s (-80.2% 🟢)7.268s (-76.4% 🟢)0.189s (+69.0% 🔺)7.938s (-75.0% 🟢)2.120s81.00x
▲ VercelNext.js (Turbopack)5.932s (-64.9% 🟢)7.300s (-60.0% 🟢)0.217s (+2.7%)8.032s (-57.6% 🟢)2.100s81.02x

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

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.677s (-29.6% 🟢)1.015s (-20.6% 🟢)0.000s (+91.7% 🔺)1.029s (-21.2% 🟢)0.352s601.00x
🐘 PostgresNitro0.734s (-24.3% 🟢)1.053s (-15.6% 🟢)0.000s (-15.8% 🟢)1.067s (-15.2% 🟢)0.333s571.08x
🐘 PostgresNext.js (Turbopack)0.862s1.154s0.000s1.164s0.302s521.27x
💻 LocalNitro1.402s (+14.7% 🔺)2.014s (~)0.001s (+433.3% 🔺)2.016s (~)0.614s302.07x
💻 LocalExpress1.463s (+19.4% 🔺)2.014s (~)0.001s (+50.0% 🔺)2.017s (~)0.554s302.16x
💻 LocalNext.js (Turbopack)1.719s2.014s0.000s2.191s0.472s292.54x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.462s (-7.4% 🟢)4.823s (-5.5% 🟢)0.000s (-100.0% 🟢)5.311s (-4.0%)1.849s121.00x
▲ VercelNitro3.665s (+20.1% 🔺)5.045s (+14.9% 🔺)0.000s (-100.0% 🟢)5.535s (+15.1% 🔺)1.870s111.06x
▲ VercelNext.js (Turbopack)3.932s (-61.4% 🟢)5.064s (-56.0% 🟢)0.000s (+Infinity% 🔺)5.635s (-53.2% 🟢)1.703s111.14x

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

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

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.402s (-20.9% 🟢)2.114s (-2.9%)0.000s (NaN%)2.147s (-2.4%)0.745s281.00x
🐘 PostgresNitro1.465s (-18.2% 🟢)2.105s (-1.7%)0.000s (+93.1% 🔺)2.113s (-2.8%)0.648s291.04x
🐘 PostgresNext.js (Turbopack)1.759s2.180s0.000s2.193s0.434s281.25x
💻 LocalNitro3.120s (-7.9% 🟢)3.903s (-3.2%)0.000s (-53.1% 🟢)3.905s (-3.3%)0.785s162.23x
💻 LocalNext.js (Turbopack)3.218s3.730s0.001s3.738s0.520s172.30x
💻 LocalExpress3.353s (-3.3%)3.964s (-1.7%)0.001s (-37.5% 🟢)3.968s (-1.7%)0.614s162.39x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.803s (+26.5% 🔺)7.367s (+22.3% 🔺)0.000s (NaN%)7.923s (+22.7% 🔺)2.119s81.00x
▲ VercelNitro44.098s (+977.2% 🔺)45.563s (+747.8% 🔺)0.001s (+175.0% 🔺)46.169s (+696.9% 🔺)2.071s87.60x
▲ VercelNext.js (Turbopack)56.546s (+906.8% 🔺)58.212s (+733.8% 🔺)0.000s (-100.0% 🟢)58.672s (+678.1% 🔺)2.126s69.74x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNitro13/21
🐘 PostgresExpress16/21
▲ VercelNitro13/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres15/21
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

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🧪 E2E Test Results

All tests passed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production126602191485
✅ 💻 Local Development167102191890
✅ 📦 Local Production167102191890
✅ 🐘 Local Postgres167102191890
✅ 🪟 Windows13500135
✅ 📋 Other7690176945
Total7183010528235

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro109026
✅ example109026
✅ express109026
✅ fastify109026
✅ hono109026
✅ nextjs-turbopack13302
✅ nextjs-webpack13302
✅ nitro109026
✅ nuxt109026
✅ sveltekit12807
✅ vite109026
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack13500
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable110025
✅ e2e-local-dev-tanstack-start-110025
✅ e2e-local-postgres-nest-stable110025
✅ e2e-local-postgres-tanstack-start-110025
✅ e2e-local-prod-nest-stable110025
✅ e2e-local-prod-tanstack-start-110025
✅ e2e-vercel-prod-tanstack-start109026

📋 View full workflow run

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Additional Suggestion:

Abort hook token mismatch throws terminal CorruptedEventLogError instead of retryable ReplayDivergenceError, bypassing the PR's new replay-divergence recovery/redrive mechanism

Fix on Vercel

@pranaygp
pranaygp marked this pull request as ready for review June 2, 2026 02:12
@pranaygp
pranaygp requested a review from a team as a code ownerJune 2, 2026 02:12
CopilotAI review requested due to automatic review settings June 2, 2026 02:12
@pranaygp
pranaygp enabled auto-merge (squash) June 2, 2026 02:13

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Pull request overview

This PR forward-ports the “replay divergence recovery” behavior into main by introducing a retryable replay-divergence signal and using it to queue bounded recovery replays before a run is marked as having a corrupted event log.

Changes:

  • Add ReplayDivergenceError / REPLAY_DIVERGENCE classification and propagate divergence state through the workflow invoke payload.
  • Update sleep/hook/step replay guards to emit ReplayDivergenceError (instead of immediately failing as CORRUPTED_EVENT_LOG).
  • Integrate bounded recovery replay redrives in the combined workflow runtime handler, plus docs + changeset.

Reviewed changes

Copilot reviewed 21 out of 21 changed files in this pull request and generated 2 comments.

Show a summary per file
FileDescription
packages/world/src/queue.tsExtends workflow invoke payload schema with replayDivergence recovery metadata.
packages/errors/src/index.tsAdds ReplayDivergenceError and an ERROR_SLUGS entry for documentation linking.
packages/errors/src/error-codes.tsIntroduces RUN_ERROR_CODES.REPLAY_DIVERGENCE.
packages/errors/src/replay-divergence-error.test.tsAdds unit test for the new error type/behavior.
packages/core/src/workflow/sleep.tsEmits ReplayDivergenceError for wait/sleep replay mismatches.
packages/core/src/workflow/sleep.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/workflow/hook.tsEmits ReplayDivergenceError for hook replay mismatches.
packages/core/src/workflow/hook.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/step.tsEmits ReplayDivergenceError for step replay mismatches.
packages/core/src/step.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/workflow.tsTreats replay divergence as a control-flow signal to be handled by the runtime.
packages/core/src/workflow.test.tsUpdates error message expectations for unconsumed events.
packages/core/src/runtime/constants.tsAdds REPLAY_DIVERGENCE_MAX_RETRIES.
packages/core/src/runtime.tsQueues bounded recovery replays for replay divergence and only fails as corrupted after budget exhaustion.
packages/core/src/runtime.test.tsAdds coverage for recovery replay behavior and terminal corruption after budget exhaustion.
packages/core/src/classify-error.tsMaps ReplayDivergenceError to RUN_ERROR_CODES.REPLAY_DIVERGENCE.
packages/core/src/classify-error.test.tsAdds classification test for REPLAY_DIVERGENCE.
docs/content/docs/v5/errors/replay-divergence.mdxDocuments replay divergence and automatic recovery behavior.
docs/content/docs/v5/errors/index.mdxAdds the replay-divergence card to the error docs index.
docs/content/docs/v5/errors/corrupted-event-log.mdxUpdates corrupted-event-log docs to reflect the new recovery-first behavior.
.changeset/replay-divergence-redelivery.mdPublishes patch bumps for core/errors/world for the new behavior.

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Comment threadpackages/errors/src/index.ts
Comment threaddocs/content/docs/v5/errors/corrupted-event-log.mdx
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Addressed the Vercel Agent abort-hook suggestion in 39a7b8525: abort hook token mismatches now raise ReplayDivergenceError with the event ID so they use the bounded recovery/redrive path. Added regression coverage in packages/core/src/abort-controller.test.ts.

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Added the v4 docs collection in 326c11b03. The stable runtime ships this recovery behavior for v4, while published docs are deployed from main, so v4 and v5 now both document replay-divergence recovery.

@pranaygp
pranaygp merged commit 2a3b11b into mainJun 2, 2026
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pranaygp deleted the pranaygp/codex/replay-divergence-recovery-main branch June 2, 2026 06:48
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No backport to stable for 2a3b11b (AI decision).

This commit is explicitly a forward-port of #2208 from stable to main, as stated in the PR body ("Forward-ports #2208 from stable to main"). The change already exists on stable, so backporting it would be redundant or conflict with the existing implementation there.

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

2a3b11bcb408f1aa071b0e37f0b2df614052acd1

TooTallNate added a commit that referenced this pull request Jun 3, 2026
…(diagnostic)
We are not observing any failed runs in CI even after many retries, which
means the REPLAY_DIVERGENCE recovery-replay redrive (#2208/#2212) is masking
real divergences: a subsequent redrive happens to read a consistent snapshot
and succeeds, so we lose the signal needed to understand why the log diverged.
Remove the recovery-replay redrive so the first ReplayDivergenceError fails
the run as a terminal CORRUPTED_EVENT_LOG. Combined with the per-replay event
log logging, this makes every divergence immediately visible and lets us
capture the exact diverging event log for investigation.
This is intentionally aggressive for diagnosis; the recovery budget
(REPLAY_DIVERGENCE_MAX_RETRIES) is left defined and can be reinstated once the
root cause is understood. Updates the two runtime tests that asserted the
redrive behavior to assert immediate failure.
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@pranaygp@VaguelySerious
, '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('^' + ".*" + ' Retry replay divergence before failing event logs by pranaygp · Pull Request #2212 · vercel/workflow · GitHub
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Retry replay divergence before failing event logs - #2212

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pranaygp merged 3 commits into
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pranaygp/codex/replay-divergence-recovery-main
Jun 2, 2026
Merged

Retry replay divergence before failing event logs#2212
pranaygp merged 3 commits into
mainfrom
pranaygp/codex/replay-divergence-recovery-main

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Summary

  • Forward-ports Retry replay divergence before failing event logs #2208 from stable to main.
  • Classifies transient replay path mismatches as REPLAY_DIVERGENCE, redrives up to three recovery replays, and only persists CORRUPTED_EVENT_LOG after that recovery budget is exhausted.
  • Integrates the recovery policy into main's combined workflow handler and retains its newer error serialization/runtime behavior.

Validation

  • pnpm --filter '@workflow/core...' build (Node v22.18.0)
  • pnpm --filter @workflow/core test (1084 passing)
  • pnpm --filter @workflow/errors test (37 passing)
  • pnpm exec biome format $(git diff --name-only origin-https/main...HEAD -- packages | rg '\.ts$')
  • git diff --check origin-https/main...HEAD

Note

pnpm lint currently reports existing repository-wide diagnostics outside this port, including .github scripts, generated docs/.source files, and pre-existing lint findings in touched source files. The changed TypeScript files pass the formatter check above.

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🦋 Changeset detected

Latest commit: 326c11b

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

This PR includes changesets to release 21 packages
NameType
@workflow/corePatch
@workflow/errorsPatch
@workflow/worldPatch
@workflow/buildersPatch
@workflow/cliPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
@workflow/webPatch
workflowPatch
@workflow/world-testingPatch
@workflow/world-localPatch
@workflow/world-postgresPatch
@workflow/world-vercelPatch
@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

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📊 Benchmark Results

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

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.042s (-4.7%)1.006s (~)0.963s101.00x
💻 LocalNitro0.043s (~)1.005s (~)0.962s101.02x
🐘 PostgresExpress0.057s (-1.7%)1.012s (~)0.955s101.35x
🐘 PostgresNitro0.060s (-36.8% 🟢)1.012s (-2.9%)0.952s101.43x
💻 LocalNext.js (Turbopack)0.064s1.006s0.942s101.53x
🐘 PostgresNext.js (Turbopack)0.069s1.011s0.943s101.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro0.250s (-39.0% 🟢)2.440s (-2.7%)2.191s101.00x
▲ VercelNext.js (Turbopack)0.288s (+14.4% 🔺)2.456s (+5.3% 🔺)2.168s101.15x
▲ VercelExpress0.322s (+36.9% 🔺)2.125s (-0.5%)1.802s101.29x

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

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.090s (-3.7%)2.008s (~)0.918s101.00x
💻 LocalExpress1.105s (-1.8%)2.007s (~)0.902s101.01x
🐘 PostgresExpress1.105s (-3.6%)2.011s (~)0.907s101.01x
🐘 PostgresNitro1.117s (-2.0%)2.011s (~)0.894s101.02x
💻 LocalNext.js (Turbopack)1.133s2.007s0.874s101.04x
🐘 PostgresNext.js (Turbopack)1.140s2.009s0.869s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.613s (-20.7% 🟢)3.467s (-9.5% 🟢)1.854s101.00x
▲ VercelNitro1.669s (-57.1% 🟢)3.624s (-38.7% 🟢)1.955s101.03x
▲ VercelExpress1.839s (-1.9%)3.799s (~)1.960s101.14x

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

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro10.507s (-4.0%)11.023s (~)0.516s31.00x
💻 LocalExpress10.508s (-3.8%)11.023s (~)0.515s31.00x
🐘 PostgresExpress10.574s (-3.6%)11.021s (~)0.447s31.01x
🐘 PostgresNitro10.671s (-1.8%)11.021s (~)0.349s31.02x
🐘 PostgresNext.js (Turbopack)10.796s11.022s0.226s31.03x
💻 LocalNext.js (Turbopack)10.801s11.022s0.221s31.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)13.406s (-22.6% 🟢)14.997s (-22.7% 🟢)1.591s31.00x
▲ VercelExpress13.834s (-18.5% 🟢)15.647s (-21.8% 🟢)1.813s21.03x
▲ VercelNitro14.207s (-40.1% 🟢)16.288s (-35.1% 🟢)2.081s21.06x

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

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express13.718s (-8.4% 🟢)14.026s (-6.7% 🟢)0.308s51.00x
💻 LocalNitro13.824s (-8.2% 🟢)14.027s (-12.5% 🟢)0.204s51.01x
🐘 PostgresExpress13.903s (-4.7%)14.019s (-6.7% 🟢)0.116s51.01x
🐘 PostgresNitro14.056s (-3.7%)14.418s (-4.1%)0.362s51.02x
🐘 PostgresNext.js (Turbopack)14.345s15.015s0.670s41.05x
💻 LocalNext.js (Turbopack)14.579s15.030s0.451s41.06x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro19.911s (-69.1% 🟢)22.197s (-66.7% 🟢)2.287s31.00x
▲ VercelNext.js (Turbopack)20.718s (-60.6% 🟢)22.928s (-58.0% 🟢)2.210s31.04x
▲ VercelExpress22.625s (-55.0% 🟢)24.499s (-53.4% 🟢)1.874s31.14x

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

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro12.372s (-26.3% 🟢)13.025s (-23.5% 🟢)0.653s71.00x
💻 LocalExpress12.405s (-25.3% 🟢)13.026s (-23.5% 🟢)0.621s71.00x
🐘 PostgresExpress12.534s (-10.5% 🟢)13.019s (-10.8% 🟢)0.485s71.01x
🐘 PostgresNitro12.663s (-9.3% 🟢)13.020s (-9.0% 🟢)0.357s71.02x
💻 LocalNext.js (Turbopack)13.820s14.171s0.351s71.12x
🐘 PostgresNext.js (Turbopack)13.865s14.158s0.294s71.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro26.268s (-93.8% 🟢)28.781s (-93.2% 🟢)2.513s41.00x
▲ VercelNext.js (Turbopack)27.564s (-93.0% 🟢)30.181s (-92.4% 🟢)2.617s31.05x
▲ VercelExpress33.575s (-72.3% 🟢)35.937s (-70.9% 🟢)2.362s31.28x

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

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.188s (-5.8% 🟢)2.008s (~)0.820s151.00x
🐘 PostgresNitro1.200s (-5.8% 🟢)2.009s (~)0.809s151.01x
💻 LocalExpress1.213s (-18.5% 🟢)2.006s (~)0.793s151.02x
🐘 PostgresNext.js (Turbopack)1.223s2.008s0.784s151.03x
💻 LocalNitro1.256s (-23.0% 🟢)2.005s (-3.3%)0.749s151.06x
💻 LocalNext.js (Turbopack)1.309s2.007s0.698s151.10x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.466s (-12.5% 🟢)3.989s (-7.7% 🟢)1.522s81.00x
▲ VercelExpress2.653s (-7.2% 🟢)4.633s (~)1.980s71.08x
▲ VercelNext.js (Turbopack)3.002s (-11.6% 🟢)4.604s (-6.7% 🟢)1.601s71.22x

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

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.236s (-47.4% 🟢)2.006s (-33.3% 🟢)0.770s151.00x
🐘 PostgresExpress1.260s (-46.6% 🟢)2.007s (-33.3% 🟢)0.747s151.02x
🐘 PostgresNext.js (Turbopack)1.364s2.006s0.642s151.10x
💻 LocalExpress1.722s (-41.7% 🟢)2.006s (-41.9% 🟢)0.283s151.39x
💻 LocalNitro1.725s (-45.1% 🟢)2.006s (-48.4% 🟢)0.281s151.40x
💻 LocalNext.js (Turbopack)1.786s2.073s0.287s151.44x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.381s (-6.6% 🟢)5.304s (+3.8%)1.924s61.00x
▲ VercelNext.js (Turbopack)3.510s (-50.6% 🟢)5.098s (-42.8% 🟢)1.587s61.04x
▲ VercelNitro4.138s (+2.1%)5.988s (+1.1%)1.850s61.22x

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

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.371s (-60.6% 🟢)2.008s (-49.9% 🟢)0.637s151.00x
🐘 PostgresExpress1.439s (-58.7% 🟢)2.007s (-49.9% 🟢)0.569s151.05x
🐘 PostgresNext.js (Turbopack)1.670s2.223s0.553s141.22x
💻 LocalExpress4.709s (-43.5% 🟢)5.345s (-40.8% 🟢)0.635s63.43x
💻 LocalNext.js (Turbopack)4.914s5.347s0.433s63.58x
💻 LocalNitro4.927s (-41.0% 🟢)5.344s (-40.8% 🟢)0.418s63.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro5.104s (+44.8% 🔺)7.273s (+31.4% 🔺)2.169s51.00x
▲ VercelNext.js (Turbopack)5.365s (-39.8% 🟢)7.747s (-29.3% 🟢)2.382s41.05x
▲ VercelExpress5.637s (+33.0% 🔺)7.952s (+29.8% 🔺)2.315s51.10x

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

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.183s (-5.9% 🟢)2.009s (~)0.826s151.00x
🐘 PostgresNitro1.189s (-5.4% 🟢)2.009s (~)0.820s151.00x
🐘 PostgresNext.js (Turbopack)1.232s2.009s0.777s151.04x
💻 LocalNext.js (Turbopack)1.387s2.006s0.620s151.17x
💻 LocalNitro1.507s (-19.2% 🟢)2.006s (-14.3% 🟢)0.499s151.27x
💻 LocalExpress1.524s (-19.5% 🟢)2.006s (-15.1% 🟢)0.483s151.29x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.492s (-3.5%)4.103s (-5.7% 🟢)1.611s81.00x
▲ VercelNext.js (Turbopack)2.645s (-9.8% 🟢)4.655s (~)2.010s71.06x
▲ VercelNitro3.084s (+25.4% 🔺)4.461s (+7.0% 🔺)1.377s71.24x

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

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.260s (-46.2% 🟢)2.011s (-33.2% 🟢)0.751s151.00x
🐘 PostgresNitro1.265s (-45.9% 🟢)2.009s (-33.2% 🟢)0.745s151.00x
🐘 PostgresNext.js (Turbopack)1.378s2.008s0.630s151.09x
💻 LocalNitro1.908s (-37.7% 🟢)2.316s (-40.4% 🟢)0.408s131.51x
💻 LocalExpress1.997s (-36.2% 🟢)2.393s (-36.4% 🟢)0.395s131.59x
💻 LocalNext.js (Turbopack)2.082s2.827s0.745s111.65x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.193s (-1.2%)5.001s (-1.5%)1.808s61.00x
▲ VercelExpress3.631s (+13.7% 🔺)5.283s (+10.2% 🔺)1.652s61.14x
▲ VercelNext.js (Turbopack)5.405s (+72.0% 🔺)7.049s (+55.9% 🔺)1.644s51.69x

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

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.370s (-60.6% 🟢)2.008s (-49.9% 🟢)0.638s151.00x
🐘 PostgresExpress1.397s (-60.1% 🟢)2.008s (-49.9% 🟢)0.611s151.02x
🐘 PostgresNext.js (Turbopack)1.665s2.075s0.410s151.22x
💻 LocalNitro5.512s (-39.7% 🟢)6.014s (-40.0% 🟢)0.502s64.02x
💻 LocalExpress5.581s (-36.6% 🟢)6.012s (-35.2% 🟢)0.431s54.07x
💻 LocalNext.js (Turbopack)6.051s6.615s0.564s54.42x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.834s (-5.1% 🟢)6.892s (+1.1%)2.058s51.00x
▲ VercelExpress5.668s (-11.7% 🟢)8.135s (-0.5%)2.467s41.17x
▲ VercelNext.js (Turbopack)6.023s (-10.9% 🟢)7.650s (-10.5% 🟢)1.627s51.25x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.594s (-29.2% 🟢)1.024s (~)0.430s591.00x
💻 LocalNitro0.598s (-39.0% 🟢)1.005s (-8.2% 🟢)0.406s601.01x
🐘 PostgresNitro0.632s (-23.0% 🟢)1.024s (+1.7%)0.392s591.06x
💻 LocalExpress0.665s (-32.4% 🟢)1.095s (+1.8%)0.430s551.12x
🐘 PostgresNext.js (Turbopack)0.810s1.007s0.197s601.36x
💻 LocalNext.js (Turbopack)0.900s1.058s0.158s571.52x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.714s (-78.6% 🟢)6.608s (-72.5% 🟢)1.894s101.00x
▲ VercelNext.js (Turbopack)5.063s (-65.1% 🟢)6.698s (-58.4% 🟢)1.635s91.07x
▲ VercelExpress5.366s (-71.8% 🟢)7.203s (-66.2% 🟢)1.838s91.14x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.417s (-26.5% 🟢)2.008s (-4.4%)0.591s451.00x
🐘 PostgresExpress1.465s (-25.9% 🟢)2.101s (-7.0% 🟢)0.636s431.03x
💻 LocalNitro1.497s (-50.7% 🟢)2.006s (-46.6% 🟢)0.509s451.06x
💻 LocalExpress1.508s (-50.0% 🟢)2.006s (-44.1% 🟢)0.498s451.06x
🐘 PostgresNext.js (Turbopack)1.959s2.258s0.299s401.38x
💻 LocalNext.js (Turbopack)2.166s3.008s0.842s301.53x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro11.822s (-70.1% 🟢)14.078s (-65.9% 🟢)2.256s71.00x
▲ VercelExpress12.846s (-62.8% 🟢)15.128s (-58.9% 🟢)2.283s61.09x
▲ VercelNext.js (Turbopack)13.230s (-73.4% 🟢)15.246s (-70.5% 🟢)2.016s61.12x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.825s (-29.2% 🟢)3.253s (-25.5% 🟢)0.428s371.00x
🐘 PostgresNitro2.877s (-29.9% 🟢)3.194s (-30.6% 🟢)0.317s381.02x
💻 LocalNitro3.256s (-65.0% 🟢)4.010s (-60.0% 🟢)0.753s301.15x
💻 LocalExpress3.275s (-64.4% 🟢)4.009s (-60.0% 🟢)0.734s301.16x
🐘 PostgresNext.js (Turbopack)3.865s4.149s0.284s291.37x
💻 LocalNext.js (Turbopack)4.492s5.011s0.518s241.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro23.924s (-75.3% 🟢)26.326s (-73.3% 🟢)2.401s51.00x
▲ VercelExpress24.937s (-80.8% 🟢)27.094s (-79.5% 🟢)2.157s51.04x
▲ VercelNext.js (Turbopack)26.787s (-75.0% 🟢)29.648s (-72.8% 🟢)2.861s51.12x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.221s (-21.9% 🟢)1.006s (~)0.786s601.00x
🐘 PostgresNitro0.239s (-15.7% 🟢)1.006s (~)0.768s601.08x
🐘 PostgresNext.js (Turbopack)0.262s1.006s0.744s601.19x
💻 LocalExpress0.518s (-7.6% 🟢)1.095s (+9.1% 🔺)0.577s552.35x
💻 LocalNext.js (Turbopack)0.629s1.022s0.393s592.85x
💻 LocalNitro0.666s (+10.2% 🔺)1.205s (+18.0% 🔺)0.539s503.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.091s (+25.9% 🔺)3.873s (+15.6% 🔺)1.781s161.00x
▲ VercelNext.js (Turbopack)2.324s (+14.9% 🔺)4.032s (+6.3% 🔺)1.708s151.11x
▲ VercelExpress2.333s (+19.4% 🔺)4.336s (+19.2% 🔺)2.003s141.12x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.331s (-35.0% 🟢)1.006s (~)0.675s901.00x
🐘 PostgresNitro0.351s (-29.3% 🟢)1.007s (~)0.656s901.06x
🐘 PostgresNext.js (Turbopack)0.487s1.006s0.519s901.47x
💻 LocalNitro2.196s (-13.5% 🟢)2.853s (-5.2% 🟢)0.657s326.63x
💻 LocalExpress2.341s (-6.9% 🟢)2.854s (-5.2% 🟢)0.513s327.07x
💻 LocalNext.js (Turbopack)2.537s3.332s0.795s287.66x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.712s (+54.7% 🔺)6.476s (+34.7% 🔺)1.764s141.00x
▲ VercelNitro4.905s (+52.0% 🔺)6.577s (+36.4% 🔺)1.672s141.04x
▲ VercelNext.js (Turbopack)5.508s (+55.8% 🔺)7.294s (+40.5% 🔺)1.786s131.17x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.656s (-17.1% 🟢)1.007s (~)0.351s1201.00x
🐘 PostgresExpress0.674s (-17.7% 🟢)1.006s (-1.1%)0.332s1201.03x
🐘 PostgresNext.js (Turbopack)1.010s1.723s0.712s701.54x
💻 LocalNitro9.434s (-15.7% 🟢)10.027s (-14.0% 🟢)0.593s1214.39x
💻 LocalExpress9.662s (-13.7% 🟢)10.280s (-13.9% 🟢)0.618s1214.74x
💻 LocalNext.js (Turbopack)10.818s11.574s0.756s1116.50x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro11.728s (+51.9% 🔺)14.011s (+49.0% 🔺)2.283s91.00x
▲ VercelExpress12.415s (+67.3% 🔺)14.634s (+58.3% 🔺)2.219s91.06x
▲ VercelNext.js (Turbopack)15.558s (+50.6% 🔺)17.542s (+42.8% 🔺)1.984s81.33x

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

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.159s (+442.2% 🔺)2.005s (+99.6% 🔺)0.010s (-16.8% 🟢)2.018s (+98.0% 🔺)0.859s101.00x
💻 LocalExpress1.161s (+483.2% 🔺)2.005s (+99.6% 🔺)0.010s (-14.0% 🟢)2.018s (+98.2% 🔺)0.857s101.00x
🐘 PostgresExpress1.169s (+470.2% 🔺)2.000s (+100.2% 🔺)0.001s (-25.0% 🟢)2.011s (+98.8% 🔺)0.842s101.01x
🐘 PostgresNitro1.197s (+483.9% 🔺)2.001s (+100.2% 🔺)0.001s (-20.0% 🟢)2.010s (+98.8% 🔺)0.813s101.03x
💻 LocalNext.js (Turbopack)1.210s2.003s0.012s2.019s0.810s101.04x
🐘 PostgresNext.js (Turbopack)1.219s2.002s0.002s2.011s0.792s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.053s (-46.4% 🟢)3.263s (-38.2% 🟢)1.429s (+92.6% 🔺)5.203s (-19.7% 🟢)3.150s101.00x
▲ VercelNext.js (Turbopack)2.146s (-68.7% 🟢)3.310s (-61.7% 🟢)1.570s (+148.4% 🔺)5.403s (-44.8% 🟢)3.257s101.05x
▲ VercelExpress2.303s (-8.1% 🟢)3.568s (-12.8% 🟢)1.207s (+25.6% 🔺)5.300s (-5.2% 🟢)2.997s101.12x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.581s (+151.0% 🔺)2.007s (+99.4% 🔺)0.004s (+3.6%)2.025s (+98.0% 🔺)0.444s301.00x
💻 LocalExpress1.599s (+111.3% 🔺)2.010s (+95.4% 🔺)0.010s (+8.7% 🔺)2.023s (+94.5% 🔺)0.423s301.01x
🐘 PostgresNitro1.623s (+160.0% 🔺)2.006s (+99.3% 🔺)0.004s (-10.5% 🟢)2.024s (+98.0% 🔺)0.401s301.03x
💻 LocalNitro1.761s (+110.0% 🔺)2.011s (+98.7% 🔺)0.010s (+8.2% 🔺)2.202s (+97.3% 🔺)0.441s281.11x
🐘 PostgresNext.js (Turbopack)1.767s2.010s0.004s2.026s0.259s301.12x
💻 LocalNext.js (Turbopack)1.773s2.009s0.011s2.024s0.250s301.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.808s (-10.7% 🟢)7.305s (-8.8% 🟢)0.381s (-6.7% 🟢)8.230s (-6.8% 🟢)2.422s81.00x
▲ VercelNitro5.818s (-80.2% 🟢)7.268s (-76.4% 🟢)0.189s (+69.0% 🔺)7.938s (-75.0% 🟢)2.120s81.00x
▲ VercelNext.js (Turbopack)5.932s (-64.9% 🟢)7.300s (-60.0% 🟢)0.217s (+2.7%)8.032s (-57.6% 🟢)2.100s81.02x

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

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.677s (-29.6% 🟢)1.015s (-20.6% 🟢)0.000s (+91.7% 🔺)1.029s (-21.2% 🟢)0.352s601.00x
🐘 PostgresNitro0.734s (-24.3% 🟢)1.053s (-15.6% 🟢)0.000s (-15.8% 🟢)1.067s (-15.2% 🟢)0.333s571.08x
🐘 PostgresNext.js (Turbopack)0.862s1.154s0.000s1.164s0.302s521.27x
💻 LocalNitro1.402s (+14.7% 🔺)2.014s (~)0.001s (+433.3% 🔺)2.016s (~)0.614s302.07x
💻 LocalExpress1.463s (+19.4% 🔺)2.014s (~)0.001s (+50.0% 🔺)2.017s (~)0.554s302.16x
💻 LocalNext.js (Turbopack)1.719s2.014s0.000s2.191s0.472s292.54x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.462s (-7.4% 🟢)4.823s (-5.5% 🟢)0.000s (-100.0% 🟢)5.311s (-4.0%)1.849s121.00x
▲ VercelNitro3.665s (+20.1% 🔺)5.045s (+14.9% 🔺)0.000s (-100.0% 🟢)5.535s (+15.1% 🔺)1.870s111.06x
▲ VercelNext.js (Turbopack)3.932s (-61.4% 🟢)5.064s (-56.0% 🟢)0.000s (+Infinity% 🔺)5.635s (-53.2% 🟢)1.703s111.14x

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

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

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.402s (-20.9% 🟢)2.114s (-2.9%)0.000s (NaN%)2.147s (-2.4%)0.745s281.00x
🐘 PostgresNitro1.465s (-18.2% 🟢)2.105s (-1.7%)0.000s (+93.1% 🔺)2.113s (-2.8%)0.648s291.04x
🐘 PostgresNext.js (Turbopack)1.759s2.180s0.000s2.193s0.434s281.25x
💻 LocalNitro3.120s (-7.9% 🟢)3.903s (-3.2%)0.000s (-53.1% 🟢)3.905s (-3.3%)0.785s162.23x
💻 LocalNext.js (Turbopack)3.218s3.730s0.001s3.738s0.520s172.30x
💻 LocalExpress3.353s (-3.3%)3.964s (-1.7%)0.001s (-37.5% 🟢)3.968s (-1.7%)0.614s162.39x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.803s (+26.5% 🔺)7.367s (+22.3% 🔺)0.000s (NaN%)7.923s (+22.7% 🔺)2.119s81.00x
▲ VercelNitro44.098s (+977.2% 🔺)45.563s (+747.8% 🔺)0.001s (+175.0% 🔺)46.169s (+696.9% 🔺)2.071s87.60x
▲ VercelNext.js (Turbopack)56.546s (+906.8% 🔺)58.212s (+733.8% 🔺)0.000s (-100.0% 🟢)58.672s (+678.1% 🔺)2.126s69.74x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNitro13/21
🐘 PostgresExpress16/21
▲ VercelNitro13/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres15/21
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

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🧪 E2E Test Results

All tests passed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production126602191485
✅ 💻 Local Development167102191890
✅ 📦 Local Production167102191890
✅ 🐘 Local Postgres167102191890
✅ 🪟 Windows13500135
✅ 📋 Other7690176945
Total7183010528235

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro109026
✅ example109026
✅ express109026
✅ fastify109026
✅ hono109026
✅ nextjs-turbopack13302
✅ nextjs-webpack13302
✅ nitro109026
✅ nuxt109026
✅ sveltekit12807
✅ vite109026
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack13500
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable110025
✅ e2e-local-dev-tanstack-start-110025
✅ e2e-local-postgres-nest-stable110025
✅ e2e-local-postgres-tanstack-start-110025
✅ e2e-local-prod-nest-stable110025
✅ e2e-local-prod-tanstack-start-110025
✅ e2e-vercel-prod-tanstack-start109026

📋 View full workflow run

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Additional Suggestion:

Abort hook token mismatch throws terminal CorruptedEventLogError instead of retryable ReplayDivergenceError, bypassing the PR's new replay-divergence recovery/redrive mechanism

Fix on Vercel

@pranaygp
pranaygp marked this pull request as ready for review June 2, 2026 02:12
@pranaygp
pranaygp requested a review from a team as a code ownerJune 2, 2026 02:12
CopilotAI review requested due to automatic review settings June 2, 2026 02:12
@pranaygp
pranaygp enabled auto-merge (squash) June 2, 2026 02:13

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Pull request overview

This PR forward-ports the “replay divergence recovery” behavior into main by introducing a retryable replay-divergence signal and using it to queue bounded recovery replays before a run is marked as having a corrupted event log.

Changes:

  • Add ReplayDivergenceError / REPLAY_DIVERGENCE classification and propagate divergence state through the workflow invoke payload.
  • Update sleep/hook/step replay guards to emit ReplayDivergenceError (instead of immediately failing as CORRUPTED_EVENT_LOG).
  • Integrate bounded recovery replay redrives in the combined workflow runtime handler, plus docs + changeset.

Reviewed changes

Copilot reviewed 21 out of 21 changed files in this pull request and generated 2 comments.

Show a summary per file
FileDescription
packages/world/src/queue.tsExtends workflow invoke payload schema with replayDivergence recovery metadata.
packages/errors/src/index.tsAdds ReplayDivergenceError and an ERROR_SLUGS entry for documentation linking.
packages/errors/src/error-codes.tsIntroduces RUN_ERROR_CODES.REPLAY_DIVERGENCE.
packages/errors/src/replay-divergence-error.test.tsAdds unit test for the new error type/behavior.
packages/core/src/workflow/sleep.tsEmits ReplayDivergenceError for wait/sleep replay mismatches.
packages/core/src/workflow/sleep.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/workflow/hook.tsEmits ReplayDivergenceError for hook replay mismatches.
packages/core/src/workflow/hook.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/step.tsEmits ReplayDivergenceError for step replay mismatches.
packages/core/src/step.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/workflow.tsTreats replay divergence as a control-flow signal to be handled by the runtime.
packages/core/src/workflow.test.tsUpdates error message expectations for unconsumed events.
packages/core/src/runtime/constants.tsAdds REPLAY_DIVERGENCE_MAX_RETRIES.
packages/core/src/runtime.tsQueues bounded recovery replays for replay divergence and only fails as corrupted after budget exhaustion.
packages/core/src/runtime.test.tsAdds coverage for recovery replay behavior and terminal corruption after budget exhaustion.
packages/core/src/classify-error.tsMaps ReplayDivergenceError to RUN_ERROR_CODES.REPLAY_DIVERGENCE.
packages/core/src/classify-error.test.tsAdds classification test for REPLAY_DIVERGENCE.
docs/content/docs/v5/errors/replay-divergence.mdxDocuments replay divergence and automatic recovery behavior.
docs/content/docs/v5/errors/index.mdxAdds the replay-divergence card to the error docs index.
docs/content/docs/v5/errors/corrupted-event-log.mdxUpdates corrupted-event-log docs to reflect the new recovery-first behavior.
.changeset/replay-divergence-redelivery.mdPublishes patch bumps for core/errors/world for the new behavior.

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Comment threadpackages/errors/src/index.ts
Comment threaddocs/content/docs/v5/errors/corrupted-event-log.mdx
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Addressed the Vercel Agent abort-hook suggestion in 39a7b8525: abort hook token mismatches now raise ReplayDivergenceError with the event ID so they use the bounded recovery/redrive path. Added regression coverage in packages/core/src/abort-controller.test.ts.

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Added the v4 docs collection in 326c11b03. The stable runtime ships this recovery behavior for v4, while published docs are deployed from main, so v4 and v5 now both document replay-divergence recovery.

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pranaygp merged commit 2a3b11b into mainJun 2, 2026
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pranaygp deleted the pranaygp/codex/replay-divergence-recovery-main branch June 2, 2026 06:48
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No backport to stable for 2a3b11b (AI decision).

This commit is explicitly a forward-port of #2208 from stable to main, as stated in the PR body ("Forward-ports #2208 from stable to main"). The change already exists on stable, so backporting it would be redundant or conflict with the existing implementation there.

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

2a3b11bcb408f1aa071b0e37f0b2df614052acd1

TooTallNate added a commit that referenced this pull request Jun 3, 2026
…(diagnostic)
We are not observing any failed runs in CI even after many retries, which
means the REPLAY_DIVERGENCE recovery-replay redrive (#2208/#2212) is masking
real divergences: a subsequent redrive happens to read a consistent snapshot
and succeeds, so we lose the signal needed to understand why the log diverged.
Remove the recovery-replay redrive so the first ReplayDivergenceError fails
the run as a terminal CORRUPTED_EVENT_LOG. Combined with the per-replay event
log logging, this makes every divergence immediately visible and lets us
capture the exact diverging event log for investigation.
This is intentionally aggressive for diagnosis; the recovery budget
(REPLAY_DIVERGENCE_MAX_RETRIES) is left defined and can be reinstated once the
root cause is understood. Updates the two runtime tests that asserted the
redrive behavior to assert immediate failure.
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@pranaygp@VaguelySerious
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Retry replay divergence before failing event logs - #2212

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Jun 2, 2026
Merged

Retry replay divergence before failing event logs#2212
pranaygp merged 3 commits into
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Summary

  • Forward-ports Retry replay divergence before failing event logs #2208 from stable to main.
  • Classifies transient replay path mismatches as REPLAY_DIVERGENCE, redrives up to three recovery replays, and only persists CORRUPTED_EVENT_LOG after that recovery budget is exhausted.
  • Integrates the recovery policy into main's combined workflow handler and retains its newer error serialization/runtime behavior.

Validation

  • pnpm --filter '@workflow/core...' build (Node v22.18.0)
  • pnpm --filter @workflow/core test (1084 passing)
  • pnpm --filter @workflow/errors test (37 passing)
  • pnpm exec biome format $(git diff --name-only origin-https/main...HEAD -- packages | rg '\.ts$')
  • git diff --check origin-https/main...HEAD

Note

pnpm lint currently reports existing repository-wide diagnostics outside this port, including .github scripts, generated docs/.source files, and pre-existing lint findings in touched source files. The changed TypeScript files pass the formatter check above.

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🦋 Changeset detected

Latest commit: 326c11b

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

This PR includes changesets to release 21 packages
NameType
@workflow/corePatch
@workflow/errorsPatch
@workflow/worldPatch
@workflow/buildersPatch
@workflow/cliPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
@workflow/webPatch
workflowPatch
@workflow/world-testingPatch
@workflow/world-localPatch
@workflow/world-postgresPatch
@workflow/world-vercelPatch
@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

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📊 Benchmark Results

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

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.042s (-4.7%)1.006s (~)0.963s101.00x
💻 LocalNitro0.043s (~)1.005s (~)0.962s101.02x
🐘 PostgresExpress0.057s (-1.7%)1.012s (~)0.955s101.35x
🐘 PostgresNitro0.060s (-36.8% 🟢)1.012s (-2.9%)0.952s101.43x
💻 LocalNext.js (Turbopack)0.064s1.006s0.942s101.53x
🐘 PostgresNext.js (Turbopack)0.069s1.011s0.943s101.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro0.250s (-39.0% 🟢)2.440s (-2.7%)2.191s101.00x
▲ VercelNext.js (Turbopack)0.288s (+14.4% 🔺)2.456s (+5.3% 🔺)2.168s101.15x
▲ VercelExpress0.322s (+36.9% 🔺)2.125s (-0.5%)1.802s101.29x

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

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.090s (-3.7%)2.008s (~)0.918s101.00x
💻 LocalExpress1.105s (-1.8%)2.007s (~)0.902s101.01x
🐘 PostgresExpress1.105s (-3.6%)2.011s (~)0.907s101.01x
🐘 PostgresNitro1.117s (-2.0%)2.011s (~)0.894s101.02x
💻 LocalNext.js (Turbopack)1.133s2.007s0.874s101.04x
🐘 PostgresNext.js (Turbopack)1.140s2.009s0.869s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.613s (-20.7% 🟢)3.467s (-9.5% 🟢)1.854s101.00x
▲ VercelNitro1.669s (-57.1% 🟢)3.624s (-38.7% 🟢)1.955s101.03x
▲ VercelExpress1.839s (-1.9%)3.799s (~)1.960s101.14x

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

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro10.507s (-4.0%)11.023s (~)0.516s31.00x
💻 LocalExpress10.508s (-3.8%)11.023s (~)0.515s31.00x
🐘 PostgresExpress10.574s (-3.6%)11.021s (~)0.447s31.01x
🐘 PostgresNitro10.671s (-1.8%)11.021s (~)0.349s31.02x
🐘 PostgresNext.js (Turbopack)10.796s11.022s0.226s31.03x
💻 LocalNext.js (Turbopack)10.801s11.022s0.221s31.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)13.406s (-22.6% 🟢)14.997s (-22.7% 🟢)1.591s31.00x
▲ VercelExpress13.834s (-18.5% 🟢)15.647s (-21.8% 🟢)1.813s21.03x
▲ VercelNitro14.207s (-40.1% 🟢)16.288s (-35.1% 🟢)2.081s21.06x

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

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express13.718s (-8.4% 🟢)14.026s (-6.7% 🟢)0.308s51.00x
💻 LocalNitro13.824s (-8.2% 🟢)14.027s (-12.5% 🟢)0.204s51.01x
🐘 PostgresExpress13.903s (-4.7%)14.019s (-6.7% 🟢)0.116s51.01x
🐘 PostgresNitro14.056s (-3.7%)14.418s (-4.1%)0.362s51.02x
🐘 PostgresNext.js (Turbopack)14.345s15.015s0.670s41.05x
💻 LocalNext.js (Turbopack)14.579s15.030s0.451s41.06x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro19.911s (-69.1% 🟢)22.197s (-66.7% 🟢)2.287s31.00x
▲ VercelNext.js (Turbopack)20.718s (-60.6% 🟢)22.928s (-58.0% 🟢)2.210s31.04x
▲ VercelExpress22.625s (-55.0% 🟢)24.499s (-53.4% 🟢)1.874s31.14x

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

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro12.372s (-26.3% 🟢)13.025s (-23.5% 🟢)0.653s71.00x
💻 LocalExpress12.405s (-25.3% 🟢)13.026s (-23.5% 🟢)0.621s71.00x
🐘 PostgresExpress12.534s (-10.5% 🟢)13.019s (-10.8% 🟢)0.485s71.01x
🐘 PostgresNitro12.663s (-9.3% 🟢)13.020s (-9.0% 🟢)0.357s71.02x
💻 LocalNext.js (Turbopack)13.820s14.171s0.351s71.12x
🐘 PostgresNext.js (Turbopack)13.865s14.158s0.294s71.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro26.268s (-93.8% 🟢)28.781s (-93.2% 🟢)2.513s41.00x
▲ VercelNext.js (Turbopack)27.564s (-93.0% 🟢)30.181s (-92.4% 🟢)2.617s31.05x
▲ VercelExpress33.575s (-72.3% 🟢)35.937s (-70.9% 🟢)2.362s31.28x

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

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.188s (-5.8% 🟢)2.008s (~)0.820s151.00x
🐘 PostgresNitro1.200s (-5.8% 🟢)2.009s (~)0.809s151.01x
💻 LocalExpress1.213s (-18.5% 🟢)2.006s (~)0.793s151.02x
🐘 PostgresNext.js (Turbopack)1.223s2.008s0.784s151.03x
💻 LocalNitro1.256s (-23.0% 🟢)2.005s (-3.3%)0.749s151.06x
💻 LocalNext.js (Turbopack)1.309s2.007s0.698s151.10x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.466s (-12.5% 🟢)3.989s (-7.7% 🟢)1.522s81.00x
▲ VercelExpress2.653s (-7.2% 🟢)4.633s (~)1.980s71.08x
▲ VercelNext.js (Turbopack)3.002s (-11.6% 🟢)4.604s (-6.7% 🟢)1.601s71.22x

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

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.236s (-47.4% 🟢)2.006s (-33.3% 🟢)0.770s151.00x
🐘 PostgresExpress1.260s (-46.6% 🟢)2.007s (-33.3% 🟢)0.747s151.02x
🐘 PostgresNext.js (Turbopack)1.364s2.006s0.642s151.10x
💻 LocalExpress1.722s (-41.7% 🟢)2.006s (-41.9% 🟢)0.283s151.39x
💻 LocalNitro1.725s (-45.1% 🟢)2.006s (-48.4% 🟢)0.281s151.40x
💻 LocalNext.js (Turbopack)1.786s2.073s0.287s151.44x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.381s (-6.6% 🟢)5.304s (+3.8%)1.924s61.00x
▲ VercelNext.js (Turbopack)3.510s (-50.6% 🟢)5.098s (-42.8% 🟢)1.587s61.04x
▲ VercelNitro4.138s (+2.1%)5.988s (+1.1%)1.850s61.22x

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

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.371s (-60.6% 🟢)2.008s (-49.9% 🟢)0.637s151.00x
🐘 PostgresExpress1.439s (-58.7% 🟢)2.007s (-49.9% 🟢)0.569s151.05x
🐘 PostgresNext.js (Turbopack)1.670s2.223s0.553s141.22x
💻 LocalExpress4.709s (-43.5% 🟢)5.345s (-40.8% 🟢)0.635s63.43x
💻 LocalNext.js (Turbopack)4.914s5.347s0.433s63.58x
💻 LocalNitro4.927s (-41.0% 🟢)5.344s (-40.8% 🟢)0.418s63.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro5.104s (+44.8% 🔺)7.273s (+31.4% 🔺)2.169s51.00x
▲ VercelNext.js (Turbopack)5.365s (-39.8% 🟢)7.747s (-29.3% 🟢)2.382s41.05x
▲ VercelExpress5.637s (+33.0% 🔺)7.952s (+29.8% 🔺)2.315s51.10x

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

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.183s (-5.9% 🟢)2.009s (~)0.826s151.00x
🐘 PostgresNitro1.189s (-5.4% 🟢)2.009s (~)0.820s151.00x
🐘 PostgresNext.js (Turbopack)1.232s2.009s0.777s151.04x
💻 LocalNext.js (Turbopack)1.387s2.006s0.620s151.17x
💻 LocalNitro1.507s (-19.2% 🟢)2.006s (-14.3% 🟢)0.499s151.27x
💻 LocalExpress1.524s (-19.5% 🟢)2.006s (-15.1% 🟢)0.483s151.29x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.492s (-3.5%)4.103s (-5.7% 🟢)1.611s81.00x
▲ VercelNext.js (Turbopack)2.645s (-9.8% 🟢)4.655s (~)2.010s71.06x
▲ VercelNitro3.084s (+25.4% 🔺)4.461s (+7.0% 🔺)1.377s71.24x

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

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.260s (-46.2% 🟢)2.011s (-33.2% 🟢)0.751s151.00x
🐘 PostgresNitro1.265s (-45.9% 🟢)2.009s (-33.2% 🟢)0.745s151.00x
🐘 PostgresNext.js (Turbopack)1.378s2.008s0.630s151.09x
💻 LocalNitro1.908s (-37.7% 🟢)2.316s (-40.4% 🟢)0.408s131.51x
💻 LocalExpress1.997s (-36.2% 🟢)2.393s (-36.4% 🟢)0.395s131.59x
💻 LocalNext.js (Turbopack)2.082s2.827s0.745s111.65x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.193s (-1.2%)5.001s (-1.5%)1.808s61.00x
▲ VercelExpress3.631s (+13.7% 🔺)5.283s (+10.2% 🔺)1.652s61.14x
▲ VercelNext.js (Turbopack)5.405s (+72.0% 🔺)7.049s (+55.9% 🔺)1.644s51.69x

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

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.370s (-60.6% 🟢)2.008s (-49.9% 🟢)0.638s151.00x
🐘 PostgresExpress1.397s (-60.1% 🟢)2.008s (-49.9% 🟢)0.611s151.02x
🐘 PostgresNext.js (Turbopack)1.665s2.075s0.410s151.22x
💻 LocalNitro5.512s (-39.7% 🟢)6.014s (-40.0% 🟢)0.502s64.02x
💻 LocalExpress5.581s (-36.6% 🟢)6.012s (-35.2% 🟢)0.431s54.07x
💻 LocalNext.js (Turbopack)6.051s6.615s0.564s54.42x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.834s (-5.1% 🟢)6.892s (+1.1%)2.058s51.00x
▲ VercelExpress5.668s (-11.7% 🟢)8.135s (-0.5%)2.467s41.17x
▲ VercelNext.js (Turbopack)6.023s (-10.9% 🟢)7.650s (-10.5% 🟢)1.627s51.25x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.594s (-29.2% 🟢)1.024s (~)0.430s591.00x
💻 LocalNitro0.598s (-39.0% 🟢)1.005s (-8.2% 🟢)0.406s601.01x
🐘 PostgresNitro0.632s (-23.0% 🟢)1.024s (+1.7%)0.392s591.06x
💻 LocalExpress0.665s (-32.4% 🟢)1.095s (+1.8%)0.430s551.12x
🐘 PostgresNext.js (Turbopack)0.810s1.007s0.197s601.36x
💻 LocalNext.js (Turbopack)0.900s1.058s0.158s571.52x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.714s (-78.6% 🟢)6.608s (-72.5% 🟢)1.894s101.00x
▲ VercelNext.js (Turbopack)5.063s (-65.1% 🟢)6.698s (-58.4% 🟢)1.635s91.07x
▲ VercelExpress5.366s (-71.8% 🟢)7.203s (-66.2% 🟢)1.838s91.14x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.417s (-26.5% 🟢)2.008s (-4.4%)0.591s451.00x
🐘 PostgresExpress1.465s (-25.9% 🟢)2.101s (-7.0% 🟢)0.636s431.03x
💻 LocalNitro1.497s (-50.7% 🟢)2.006s (-46.6% 🟢)0.509s451.06x
💻 LocalExpress1.508s (-50.0% 🟢)2.006s (-44.1% 🟢)0.498s451.06x
🐘 PostgresNext.js (Turbopack)1.959s2.258s0.299s401.38x
💻 LocalNext.js (Turbopack)2.166s3.008s0.842s301.53x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro11.822s (-70.1% 🟢)14.078s (-65.9% 🟢)2.256s71.00x
▲ VercelExpress12.846s (-62.8% 🟢)15.128s (-58.9% 🟢)2.283s61.09x
▲ VercelNext.js (Turbopack)13.230s (-73.4% 🟢)15.246s (-70.5% 🟢)2.016s61.12x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.825s (-29.2% 🟢)3.253s (-25.5% 🟢)0.428s371.00x
🐘 PostgresNitro2.877s (-29.9% 🟢)3.194s (-30.6% 🟢)0.317s381.02x
💻 LocalNitro3.256s (-65.0% 🟢)4.010s (-60.0% 🟢)0.753s301.15x
💻 LocalExpress3.275s (-64.4% 🟢)4.009s (-60.0% 🟢)0.734s301.16x
🐘 PostgresNext.js (Turbopack)3.865s4.149s0.284s291.37x
💻 LocalNext.js (Turbopack)4.492s5.011s0.518s241.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro23.924s (-75.3% 🟢)26.326s (-73.3% 🟢)2.401s51.00x
▲ VercelExpress24.937s (-80.8% 🟢)27.094s (-79.5% 🟢)2.157s51.04x
▲ VercelNext.js (Turbopack)26.787s (-75.0% 🟢)29.648s (-72.8% 🟢)2.861s51.12x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.221s (-21.9% 🟢)1.006s (~)0.786s601.00x
🐘 PostgresNitro0.239s (-15.7% 🟢)1.006s (~)0.768s601.08x
🐘 PostgresNext.js (Turbopack)0.262s1.006s0.744s601.19x
💻 LocalExpress0.518s (-7.6% 🟢)1.095s (+9.1% 🔺)0.577s552.35x
💻 LocalNext.js (Turbopack)0.629s1.022s0.393s592.85x
💻 LocalNitro0.666s (+10.2% 🔺)1.205s (+18.0% 🔺)0.539s503.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.091s (+25.9% 🔺)3.873s (+15.6% 🔺)1.781s161.00x
▲ VercelNext.js (Turbopack)2.324s (+14.9% 🔺)4.032s (+6.3% 🔺)1.708s151.11x
▲ VercelExpress2.333s (+19.4% 🔺)4.336s (+19.2% 🔺)2.003s141.12x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.331s (-35.0% 🟢)1.006s (~)0.675s901.00x
🐘 PostgresNitro0.351s (-29.3% 🟢)1.007s (~)0.656s901.06x
🐘 PostgresNext.js (Turbopack)0.487s1.006s0.519s901.47x
💻 LocalNitro2.196s (-13.5% 🟢)2.853s (-5.2% 🟢)0.657s326.63x
💻 LocalExpress2.341s (-6.9% 🟢)2.854s (-5.2% 🟢)0.513s327.07x
💻 LocalNext.js (Turbopack)2.537s3.332s0.795s287.66x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.712s (+54.7% 🔺)6.476s (+34.7% 🔺)1.764s141.00x
▲ VercelNitro4.905s (+52.0% 🔺)6.577s (+36.4% 🔺)1.672s141.04x
▲ VercelNext.js (Turbopack)5.508s (+55.8% 🔺)7.294s (+40.5% 🔺)1.786s131.17x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.656s (-17.1% 🟢)1.007s (~)0.351s1201.00x
🐘 PostgresExpress0.674s (-17.7% 🟢)1.006s (-1.1%)0.332s1201.03x
🐘 PostgresNext.js (Turbopack)1.010s1.723s0.712s701.54x
💻 LocalNitro9.434s (-15.7% 🟢)10.027s (-14.0% 🟢)0.593s1214.39x
💻 LocalExpress9.662s (-13.7% 🟢)10.280s (-13.9% 🟢)0.618s1214.74x
💻 LocalNext.js (Turbopack)10.818s11.574s0.756s1116.50x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro11.728s (+51.9% 🔺)14.011s (+49.0% 🔺)2.283s91.00x
▲ VercelExpress12.415s (+67.3% 🔺)14.634s (+58.3% 🔺)2.219s91.06x
▲ VercelNext.js (Turbopack)15.558s (+50.6% 🔺)17.542s (+42.8% 🔺)1.984s81.33x

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

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.159s (+442.2% 🔺)2.005s (+99.6% 🔺)0.010s (-16.8% 🟢)2.018s (+98.0% 🔺)0.859s101.00x
💻 LocalExpress1.161s (+483.2% 🔺)2.005s (+99.6% 🔺)0.010s (-14.0% 🟢)2.018s (+98.2% 🔺)0.857s101.00x
🐘 PostgresExpress1.169s (+470.2% 🔺)2.000s (+100.2% 🔺)0.001s (-25.0% 🟢)2.011s (+98.8% 🔺)0.842s101.01x
🐘 PostgresNitro1.197s (+483.9% 🔺)2.001s (+100.2% 🔺)0.001s (-20.0% 🟢)2.010s (+98.8% 🔺)0.813s101.03x
💻 LocalNext.js (Turbopack)1.210s2.003s0.012s2.019s0.810s101.04x
🐘 PostgresNext.js (Turbopack)1.219s2.002s0.002s2.011s0.792s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.053s (-46.4% 🟢)3.263s (-38.2% 🟢)1.429s (+92.6% 🔺)5.203s (-19.7% 🟢)3.150s101.00x
▲ VercelNext.js (Turbopack)2.146s (-68.7% 🟢)3.310s (-61.7% 🟢)1.570s (+148.4% 🔺)5.403s (-44.8% 🟢)3.257s101.05x
▲ VercelExpress2.303s (-8.1% 🟢)3.568s (-12.8% 🟢)1.207s (+25.6% 🔺)5.300s (-5.2% 🟢)2.997s101.12x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.581s (+151.0% 🔺)2.007s (+99.4% 🔺)0.004s (+3.6%)2.025s (+98.0% 🔺)0.444s301.00x
💻 LocalExpress1.599s (+111.3% 🔺)2.010s (+95.4% 🔺)0.010s (+8.7% 🔺)2.023s (+94.5% 🔺)0.423s301.01x
🐘 PostgresNitro1.623s (+160.0% 🔺)2.006s (+99.3% 🔺)0.004s (-10.5% 🟢)2.024s (+98.0% 🔺)0.401s301.03x
💻 LocalNitro1.761s (+110.0% 🔺)2.011s (+98.7% 🔺)0.010s (+8.2% 🔺)2.202s (+97.3% 🔺)0.441s281.11x
🐘 PostgresNext.js (Turbopack)1.767s2.010s0.004s2.026s0.259s301.12x
💻 LocalNext.js (Turbopack)1.773s2.009s0.011s2.024s0.250s301.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.808s (-10.7% 🟢)7.305s (-8.8% 🟢)0.381s (-6.7% 🟢)8.230s (-6.8% 🟢)2.422s81.00x
▲ VercelNitro5.818s (-80.2% 🟢)7.268s (-76.4% 🟢)0.189s (+69.0% 🔺)7.938s (-75.0% 🟢)2.120s81.00x
▲ VercelNext.js (Turbopack)5.932s (-64.9% 🟢)7.300s (-60.0% 🟢)0.217s (+2.7%)8.032s (-57.6% 🟢)2.100s81.02x

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

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.677s (-29.6% 🟢)1.015s (-20.6% 🟢)0.000s (+91.7% 🔺)1.029s (-21.2% 🟢)0.352s601.00x
🐘 PostgresNitro0.734s (-24.3% 🟢)1.053s (-15.6% 🟢)0.000s (-15.8% 🟢)1.067s (-15.2% 🟢)0.333s571.08x
🐘 PostgresNext.js (Turbopack)0.862s1.154s0.000s1.164s0.302s521.27x
💻 LocalNitro1.402s (+14.7% 🔺)2.014s (~)0.001s (+433.3% 🔺)2.016s (~)0.614s302.07x
💻 LocalExpress1.463s (+19.4% 🔺)2.014s (~)0.001s (+50.0% 🔺)2.017s (~)0.554s302.16x
💻 LocalNext.js (Turbopack)1.719s2.014s0.000s2.191s0.472s292.54x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.462s (-7.4% 🟢)4.823s (-5.5% 🟢)0.000s (-100.0% 🟢)5.311s (-4.0%)1.849s121.00x
▲ VercelNitro3.665s (+20.1% 🔺)5.045s (+14.9% 🔺)0.000s (-100.0% 🟢)5.535s (+15.1% 🔺)1.870s111.06x
▲ VercelNext.js (Turbopack)3.932s (-61.4% 🟢)5.064s (-56.0% 🟢)0.000s (+Infinity% 🔺)5.635s (-53.2% 🟢)1.703s111.14x

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

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

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.402s (-20.9% 🟢)2.114s (-2.9%)0.000s (NaN%)2.147s (-2.4%)0.745s281.00x
🐘 PostgresNitro1.465s (-18.2% 🟢)2.105s (-1.7%)0.000s (+93.1% 🔺)2.113s (-2.8%)0.648s291.04x
🐘 PostgresNext.js (Turbopack)1.759s2.180s0.000s2.193s0.434s281.25x
💻 LocalNitro3.120s (-7.9% 🟢)3.903s (-3.2%)0.000s (-53.1% 🟢)3.905s (-3.3%)0.785s162.23x
💻 LocalNext.js (Turbopack)3.218s3.730s0.001s3.738s0.520s172.30x
💻 LocalExpress3.353s (-3.3%)3.964s (-1.7%)0.001s (-37.5% 🟢)3.968s (-1.7%)0.614s162.39x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.803s (+26.5% 🔺)7.367s (+22.3% 🔺)0.000s (NaN%)7.923s (+22.7% 🔺)2.119s81.00x
▲ VercelNitro44.098s (+977.2% 🔺)45.563s (+747.8% 🔺)0.001s (+175.0% 🔺)46.169s (+696.9% 🔺)2.071s87.60x
▲ VercelNext.js (Turbopack)56.546s (+906.8% 🔺)58.212s (+733.8% 🔺)0.000s (-100.0% 🟢)58.672s (+678.1% 🔺)2.126s69.74x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNitro13/21
🐘 PostgresExpress16/21
▲ VercelNitro13/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres15/21
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

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🧪 E2E Test Results

All tests passed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production126602191485
✅ 💻 Local Development167102191890
✅ 📦 Local Production167102191890
✅ 🐘 Local Postgres167102191890
✅ 🪟 Windows13500135
✅ 📋 Other7690176945
Total7183010528235

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro109026
✅ example109026
✅ express109026
✅ fastify109026
✅ hono109026
✅ nextjs-turbopack13302
✅ nextjs-webpack13302
✅ nitro109026
✅ nuxt109026
✅ sveltekit12807
✅ vite109026
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
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Additional Suggestion:

Abort hook token mismatch throws terminal CorruptedEventLogError instead of retryable ReplayDivergenceError, bypassing the PR's new replay-divergence recovery/redrive mechanism

Fix on Vercel

@pranaygp
pranaygp marked this pull request as ready for review June 2, 2026 02:12
@pranaygp
pranaygp requested a review from a team as a code ownerJune 2, 2026 02:12
CopilotAI review requested due to automatic review settings June 2, 2026 02:12
@pranaygp
pranaygp enabled auto-merge (squash) June 2, 2026 02:13

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Pull request overview

This PR forward-ports the “replay divergence recovery” behavior into main by introducing a retryable replay-divergence signal and using it to queue bounded recovery replays before a run is marked as having a corrupted event log.

Changes:

  • Add ReplayDivergenceError / REPLAY_DIVERGENCE classification and propagate divergence state through the workflow invoke payload.
  • Update sleep/hook/step replay guards to emit ReplayDivergenceError (instead of immediately failing as CORRUPTED_EVENT_LOG).
  • Integrate bounded recovery replay redrives in the combined workflow runtime handler, plus docs + changeset.

Reviewed changes

Copilot reviewed 21 out of 21 changed files in this pull request and generated 2 comments.

Show a summary per file
FileDescription
packages/world/src/queue.tsExtends workflow invoke payload schema with replayDivergence recovery metadata.
packages/errors/src/index.tsAdds ReplayDivergenceError and an ERROR_SLUGS entry for documentation linking.
packages/errors/src/error-codes.tsIntroduces RUN_ERROR_CODES.REPLAY_DIVERGENCE.
packages/errors/src/replay-divergence-error.test.tsAdds unit test for the new error type/behavior.
packages/core/src/workflow/sleep.tsEmits ReplayDivergenceError for wait/sleep replay mismatches.
packages/core/src/workflow/sleep.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/workflow/hook.tsEmits ReplayDivergenceError for hook replay mismatches.
packages/core/src/workflow/hook.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/step.tsEmits ReplayDivergenceError for step replay mismatches.
packages/core/src/step.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/workflow.tsTreats replay divergence as a control-flow signal to be handled by the runtime.
packages/core/src/workflow.test.tsUpdates error message expectations for unconsumed events.
packages/core/src/runtime/constants.tsAdds REPLAY_DIVERGENCE_MAX_RETRIES.
packages/core/src/runtime.tsQueues bounded recovery replays for replay divergence and only fails as corrupted after budget exhaustion.
packages/core/src/runtime.test.tsAdds coverage for recovery replay behavior and terminal corruption after budget exhaustion.
packages/core/src/classify-error.tsMaps ReplayDivergenceError to RUN_ERROR_CODES.REPLAY_DIVERGENCE.
packages/core/src/classify-error.test.tsAdds classification test for REPLAY_DIVERGENCE.
docs/content/docs/v5/errors/replay-divergence.mdxDocuments replay divergence and automatic recovery behavior.
docs/content/docs/v5/errors/index.mdxAdds the replay-divergence card to the error docs index.
docs/content/docs/v5/errors/corrupted-event-log.mdxUpdates corrupted-event-log docs to reflect the new recovery-first behavior.
.changeset/replay-divergence-redelivery.mdPublishes patch bumps for core/errors/world for the new behavior.

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Comment threadpackages/errors/src/index.ts
Comment threaddocs/content/docs/v5/errors/corrupted-event-log.mdx
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Addressed the Vercel Agent abort-hook suggestion in 39a7b8525: abort hook token mismatches now raise ReplayDivergenceError with the event ID so they use the bounded recovery/redrive path. Added regression coverage in packages/core/src/abort-controller.test.ts.

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Added the v4 docs collection in 326c11b03. The stable runtime ships this recovery behavior for v4, while published docs are deployed from main, so v4 and v5 now both document replay-divergence recovery.

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pranaygp merged commit 2a3b11b into mainJun 2, 2026
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pranaygp deleted the pranaygp/codex/replay-divergence-recovery-main branch June 2, 2026 06:48
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No backport to stable for 2a3b11b (AI decision).

This commit is explicitly a forward-port of #2208 from stable to main, as stated in the PR body ("Forward-ports #2208 from stable to main"). The change already exists on stable, so backporting it would be redundant or conflict with the existing implementation there.

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

2a3b11bcb408f1aa071b0e37f0b2df614052acd1

TooTallNate added a commit that referenced this pull request Jun 3, 2026
…(diagnostic)
We are not observing any failed runs in CI even after many retries, which
means the REPLAY_DIVERGENCE recovery-replay redrive (#2208/#2212) is masking
real divergences: a subsequent redrive happens to read a consistent snapshot
and succeeds, so we lose the signal needed to understand why the log diverged.
Remove the recovery-replay redrive so the first ReplayDivergenceError fails
the run as a terminal CORRUPTED_EVENT_LOG. Combined with the per-replay event
log logging, this makes every divergence immediately visible and lets us
capture the exact diverging event log for investigation.
This is intentionally aggressive for diagnosis; the recovery budget
(REPLAY_DIVERGENCE_MAX_RETRIES) is left defined and can be reinstated once the
root cause is understood. Updates the two runtime tests that asserted the
redrive behavior to assert immediate failure.
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, '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" + ' Retry replay divergence before failing event logs by pranaygp · Pull Request #2212 · vercel/workflow · GitHub
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Retry replay divergence before failing event logs - #2212

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pranaygp merged 3 commits into
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pranaygp/codex/replay-divergence-recovery-main
Jun 2, 2026
Merged

Retry replay divergence before failing event logs#2212
pranaygp merged 3 commits into
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pranaygp/codex/replay-divergence-recovery-main

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Summary

  • Forward-ports Retry replay divergence before failing event logs #2208 from stable to main.
  • Classifies transient replay path mismatches as REPLAY_DIVERGENCE, redrives up to three recovery replays, and only persists CORRUPTED_EVENT_LOG after that recovery budget is exhausted.
  • Integrates the recovery policy into main's combined workflow handler and retains its newer error serialization/runtime behavior.

Validation

  • pnpm --filter '@workflow/core...' build (Node v22.18.0)
  • pnpm --filter @workflow/core test (1084 passing)
  • pnpm --filter @workflow/errors test (37 passing)
  • pnpm exec biome format $(git diff --name-only origin-https/main...HEAD -- packages | rg '\.ts$')
  • git diff --check origin-https/main...HEAD

Note

pnpm lint currently reports existing repository-wide diagnostics outside this port, including .github scripts, generated docs/.source files, and pre-existing lint findings in touched source files. The changed TypeScript files pass the formatter check above.

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🦋 Changeset detected

Latest commit: 326c11b

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

This PR includes changesets to release 21 packages
NameType
@workflow/corePatch
@workflow/errorsPatch
@workflow/worldPatch
@workflow/buildersPatch
@workflow/cliPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
@workflow/webPatch
workflowPatch
@workflow/world-testingPatch
@workflow/world-localPatch
@workflow/world-postgresPatch
@workflow/world-vercelPatch
@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

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📊 Benchmark Results

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

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.042s (-4.7%)1.006s (~)0.963s101.00x
💻 LocalNitro0.043s (~)1.005s (~)0.962s101.02x
🐘 PostgresExpress0.057s (-1.7%)1.012s (~)0.955s101.35x
🐘 PostgresNitro0.060s (-36.8% 🟢)1.012s (-2.9%)0.952s101.43x
💻 LocalNext.js (Turbopack)0.064s1.006s0.942s101.53x
🐘 PostgresNext.js (Turbopack)0.069s1.011s0.943s101.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro0.250s (-39.0% 🟢)2.440s (-2.7%)2.191s101.00x
▲ VercelNext.js (Turbopack)0.288s (+14.4% 🔺)2.456s (+5.3% 🔺)2.168s101.15x
▲ VercelExpress0.322s (+36.9% 🔺)2.125s (-0.5%)1.802s101.29x

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

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.090s (-3.7%)2.008s (~)0.918s101.00x
💻 LocalExpress1.105s (-1.8%)2.007s (~)0.902s101.01x
🐘 PostgresExpress1.105s (-3.6%)2.011s (~)0.907s101.01x
🐘 PostgresNitro1.117s (-2.0%)2.011s (~)0.894s101.02x
💻 LocalNext.js (Turbopack)1.133s2.007s0.874s101.04x
🐘 PostgresNext.js (Turbopack)1.140s2.009s0.869s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.613s (-20.7% 🟢)3.467s (-9.5% 🟢)1.854s101.00x
▲ VercelNitro1.669s (-57.1% 🟢)3.624s (-38.7% 🟢)1.955s101.03x
▲ VercelExpress1.839s (-1.9%)3.799s (~)1.960s101.14x

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

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro10.507s (-4.0%)11.023s (~)0.516s31.00x
💻 LocalExpress10.508s (-3.8%)11.023s (~)0.515s31.00x
🐘 PostgresExpress10.574s (-3.6%)11.021s (~)0.447s31.01x
🐘 PostgresNitro10.671s (-1.8%)11.021s (~)0.349s31.02x
🐘 PostgresNext.js (Turbopack)10.796s11.022s0.226s31.03x
💻 LocalNext.js (Turbopack)10.801s11.022s0.221s31.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)13.406s (-22.6% 🟢)14.997s (-22.7% 🟢)1.591s31.00x
▲ VercelExpress13.834s (-18.5% 🟢)15.647s (-21.8% 🟢)1.813s21.03x
▲ VercelNitro14.207s (-40.1% 🟢)16.288s (-35.1% 🟢)2.081s21.06x

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

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express13.718s (-8.4% 🟢)14.026s (-6.7% 🟢)0.308s51.00x
💻 LocalNitro13.824s (-8.2% 🟢)14.027s (-12.5% 🟢)0.204s51.01x
🐘 PostgresExpress13.903s (-4.7%)14.019s (-6.7% 🟢)0.116s51.01x
🐘 PostgresNitro14.056s (-3.7%)14.418s (-4.1%)0.362s51.02x
🐘 PostgresNext.js (Turbopack)14.345s15.015s0.670s41.05x
💻 LocalNext.js (Turbopack)14.579s15.030s0.451s41.06x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro19.911s (-69.1% 🟢)22.197s (-66.7% 🟢)2.287s31.00x
▲ VercelNext.js (Turbopack)20.718s (-60.6% 🟢)22.928s (-58.0% 🟢)2.210s31.04x
▲ VercelExpress22.625s (-55.0% 🟢)24.499s (-53.4% 🟢)1.874s31.14x

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

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro12.372s (-26.3% 🟢)13.025s (-23.5% 🟢)0.653s71.00x
💻 LocalExpress12.405s (-25.3% 🟢)13.026s (-23.5% 🟢)0.621s71.00x
🐘 PostgresExpress12.534s (-10.5% 🟢)13.019s (-10.8% 🟢)0.485s71.01x
🐘 PostgresNitro12.663s (-9.3% 🟢)13.020s (-9.0% 🟢)0.357s71.02x
💻 LocalNext.js (Turbopack)13.820s14.171s0.351s71.12x
🐘 PostgresNext.js (Turbopack)13.865s14.158s0.294s71.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro26.268s (-93.8% 🟢)28.781s (-93.2% 🟢)2.513s41.00x
▲ VercelNext.js (Turbopack)27.564s (-93.0% 🟢)30.181s (-92.4% 🟢)2.617s31.05x
▲ VercelExpress33.575s (-72.3% 🟢)35.937s (-70.9% 🟢)2.362s31.28x

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

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.188s (-5.8% 🟢)2.008s (~)0.820s151.00x
🐘 PostgresNitro1.200s (-5.8% 🟢)2.009s (~)0.809s151.01x
💻 LocalExpress1.213s (-18.5% 🟢)2.006s (~)0.793s151.02x
🐘 PostgresNext.js (Turbopack)1.223s2.008s0.784s151.03x
💻 LocalNitro1.256s (-23.0% 🟢)2.005s (-3.3%)0.749s151.06x
💻 LocalNext.js (Turbopack)1.309s2.007s0.698s151.10x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.466s (-12.5% 🟢)3.989s (-7.7% 🟢)1.522s81.00x
▲ VercelExpress2.653s (-7.2% 🟢)4.633s (~)1.980s71.08x
▲ VercelNext.js (Turbopack)3.002s (-11.6% 🟢)4.604s (-6.7% 🟢)1.601s71.22x

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

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.236s (-47.4% 🟢)2.006s (-33.3% 🟢)0.770s151.00x
🐘 PostgresExpress1.260s (-46.6% 🟢)2.007s (-33.3% 🟢)0.747s151.02x
🐘 PostgresNext.js (Turbopack)1.364s2.006s0.642s151.10x
💻 LocalExpress1.722s (-41.7% 🟢)2.006s (-41.9% 🟢)0.283s151.39x
💻 LocalNitro1.725s (-45.1% 🟢)2.006s (-48.4% 🟢)0.281s151.40x
💻 LocalNext.js (Turbopack)1.786s2.073s0.287s151.44x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.381s (-6.6% 🟢)5.304s (+3.8%)1.924s61.00x
▲ VercelNext.js (Turbopack)3.510s (-50.6% 🟢)5.098s (-42.8% 🟢)1.587s61.04x
▲ VercelNitro4.138s (+2.1%)5.988s (+1.1%)1.850s61.22x

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

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.371s (-60.6% 🟢)2.008s (-49.9% 🟢)0.637s151.00x
🐘 PostgresExpress1.439s (-58.7% 🟢)2.007s (-49.9% 🟢)0.569s151.05x
🐘 PostgresNext.js (Turbopack)1.670s2.223s0.553s141.22x
💻 LocalExpress4.709s (-43.5% 🟢)5.345s (-40.8% 🟢)0.635s63.43x
💻 LocalNext.js (Turbopack)4.914s5.347s0.433s63.58x
💻 LocalNitro4.927s (-41.0% 🟢)5.344s (-40.8% 🟢)0.418s63.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro5.104s (+44.8% 🔺)7.273s (+31.4% 🔺)2.169s51.00x
▲ VercelNext.js (Turbopack)5.365s (-39.8% 🟢)7.747s (-29.3% 🟢)2.382s41.05x
▲ VercelExpress5.637s (+33.0% 🔺)7.952s (+29.8% 🔺)2.315s51.10x

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

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.183s (-5.9% 🟢)2.009s (~)0.826s151.00x
🐘 PostgresNitro1.189s (-5.4% 🟢)2.009s (~)0.820s151.00x
🐘 PostgresNext.js (Turbopack)1.232s2.009s0.777s151.04x
💻 LocalNext.js (Turbopack)1.387s2.006s0.620s151.17x
💻 LocalNitro1.507s (-19.2% 🟢)2.006s (-14.3% 🟢)0.499s151.27x
💻 LocalExpress1.524s (-19.5% 🟢)2.006s (-15.1% 🟢)0.483s151.29x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.492s (-3.5%)4.103s (-5.7% 🟢)1.611s81.00x
▲ VercelNext.js (Turbopack)2.645s (-9.8% 🟢)4.655s (~)2.010s71.06x
▲ VercelNitro3.084s (+25.4% 🔺)4.461s (+7.0% 🔺)1.377s71.24x

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

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.260s (-46.2% 🟢)2.011s (-33.2% 🟢)0.751s151.00x
🐘 PostgresNitro1.265s (-45.9% 🟢)2.009s (-33.2% 🟢)0.745s151.00x
🐘 PostgresNext.js (Turbopack)1.378s2.008s0.630s151.09x
💻 LocalNitro1.908s (-37.7% 🟢)2.316s (-40.4% 🟢)0.408s131.51x
💻 LocalExpress1.997s (-36.2% 🟢)2.393s (-36.4% 🟢)0.395s131.59x
💻 LocalNext.js (Turbopack)2.082s2.827s0.745s111.65x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.193s (-1.2%)5.001s (-1.5%)1.808s61.00x
▲ VercelExpress3.631s (+13.7% 🔺)5.283s (+10.2% 🔺)1.652s61.14x
▲ VercelNext.js (Turbopack)5.405s (+72.0% 🔺)7.049s (+55.9% 🔺)1.644s51.69x

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

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.370s (-60.6% 🟢)2.008s (-49.9% 🟢)0.638s151.00x
🐘 PostgresExpress1.397s (-60.1% 🟢)2.008s (-49.9% 🟢)0.611s151.02x
🐘 PostgresNext.js (Turbopack)1.665s2.075s0.410s151.22x
💻 LocalNitro5.512s (-39.7% 🟢)6.014s (-40.0% 🟢)0.502s64.02x
💻 LocalExpress5.581s (-36.6% 🟢)6.012s (-35.2% 🟢)0.431s54.07x
💻 LocalNext.js (Turbopack)6.051s6.615s0.564s54.42x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.834s (-5.1% 🟢)6.892s (+1.1%)2.058s51.00x
▲ VercelExpress5.668s (-11.7% 🟢)8.135s (-0.5%)2.467s41.17x
▲ VercelNext.js (Turbopack)6.023s (-10.9% 🟢)7.650s (-10.5% 🟢)1.627s51.25x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.594s (-29.2% 🟢)1.024s (~)0.430s591.00x
💻 LocalNitro0.598s (-39.0% 🟢)1.005s (-8.2% 🟢)0.406s601.01x
🐘 PostgresNitro0.632s (-23.0% 🟢)1.024s (+1.7%)0.392s591.06x
💻 LocalExpress0.665s (-32.4% 🟢)1.095s (+1.8%)0.430s551.12x
🐘 PostgresNext.js (Turbopack)0.810s1.007s0.197s601.36x
💻 LocalNext.js (Turbopack)0.900s1.058s0.158s571.52x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.714s (-78.6% 🟢)6.608s (-72.5% 🟢)1.894s101.00x
▲ VercelNext.js (Turbopack)5.063s (-65.1% 🟢)6.698s (-58.4% 🟢)1.635s91.07x
▲ VercelExpress5.366s (-71.8% 🟢)7.203s (-66.2% 🟢)1.838s91.14x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.417s (-26.5% 🟢)2.008s (-4.4%)0.591s451.00x
🐘 PostgresExpress1.465s (-25.9% 🟢)2.101s (-7.0% 🟢)0.636s431.03x
💻 LocalNitro1.497s (-50.7% 🟢)2.006s (-46.6% 🟢)0.509s451.06x
💻 LocalExpress1.508s (-50.0% 🟢)2.006s (-44.1% 🟢)0.498s451.06x
🐘 PostgresNext.js (Turbopack)1.959s2.258s0.299s401.38x
💻 LocalNext.js (Turbopack)2.166s3.008s0.842s301.53x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro11.822s (-70.1% 🟢)14.078s (-65.9% 🟢)2.256s71.00x
▲ VercelExpress12.846s (-62.8% 🟢)15.128s (-58.9% 🟢)2.283s61.09x
▲ VercelNext.js (Turbopack)13.230s (-73.4% 🟢)15.246s (-70.5% 🟢)2.016s61.12x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.825s (-29.2% 🟢)3.253s (-25.5% 🟢)0.428s371.00x
🐘 PostgresNitro2.877s (-29.9% 🟢)3.194s (-30.6% 🟢)0.317s381.02x
💻 LocalNitro3.256s (-65.0% 🟢)4.010s (-60.0% 🟢)0.753s301.15x
💻 LocalExpress3.275s (-64.4% 🟢)4.009s (-60.0% 🟢)0.734s301.16x
🐘 PostgresNext.js (Turbopack)3.865s4.149s0.284s291.37x
💻 LocalNext.js (Turbopack)4.492s5.011s0.518s241.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro23.924s (-75.3% 🟢)26.326s (-73.3% 🟢)2.401s51.00x
▲ VercelExpress24.937s (-80.8% 🟢)27.094s (-79.5% 🟢)2.157s51.04x
▲ VercelNext.js (Turbopack)26.787s (-75.0% 🟢)29.648s (-72.8% 🟢)2.861s51.12x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.221s (-21.9% 🟢)1.006s (~)0.786s601.00x
🐘 PostgresNitro0.239s (-15.7% 🟢)1.006s (~)0.768s601.08x
🐘 PostgresNext.js (Turbopack)0.262s1.006s0.744s601.19x
💻 LocalExpress0.518s (-7.6% 🟢)1.095s (+9.1% 🔺)0.577s552.35x
💻 LocalNext.js (Turbopack)0.629s1.022s0.393s592.85x
💻 LocalNitro0.666s (+10.2% 🔺)1.205s (+18.0% 🔺)0.539s503.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.091s (+25.9% 🔺)3.873s (+15.6% 🔺)1.781s161.00x
▲ VercelNext.js (Turbopack)2.324s (+14.9% 🔺)4.032s (+6.3% 🔺)1.708s151.11x
▲ VercelExpress2.333s (+19.4% 🔺)4.336s (+19.2% 🔺)2.003s141.12x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.331s (-35.0% 🟢)1.006s (~)0.675s901.00x
🐘 PostgresNitro0.351s (-29.3% 🟢)1.007s (~)0.656s901.06x
🐘 PostgresNext.js (Turbopack)0.487s1.006s0.519s901.47x
💻 LocalNitro2.196s (-13.5% 🟢)2.853s (-5.2% 🟢)0.657s326.63x
💻 LocalExpress2.341s (-6.9% 🟢)2.854s (-5.2% 🟢)0.513s327.07x
💻 LocalNext.js (Turbopack)2.537s3.332s0.795s287.66x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.712s (+54.7% 🔺)6.476s (+34.7% 🔺)1.764s141.00x
▲ VercelNitro4.905s (+52.0% 🔺)6.577s (+36.4% 🔺)1.672s141.04x
▲ VercelNext.js (Turbopack)5.508s (+55.8% 🔺)7.294s (+40.5% 🔺)1.786s131.17x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.656s (-17.1% 🟢)1.007s (~)0.351s1201.00x
🐘 PostgresExpress0.674s (-17.7% 🟢)1.006s (-1.1%)0.332s1201.03x
🐘 PostgresNext.js (Turbopack)1.010s1.723s0.712s701.54x
💻 LocalNitro9.434s (-15.7% 🟢)10.027s (-14.0% 🟢)0.593s1214.39x
💻 LocalExpress9.662s (-13.7% 🟢)10.280s (-13.9% 🟢)0.618s1214.74x
💻 LocalNext.js (Turbopack)10.818s11.574s0.756s1116.50x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro11.728s (+51.9% 🔺)14.011s (+49.0% 🔺)2.283s91.00x
▲ VercelExpress12.415s (+67.3% 🔺)14.634s (+58.3% 🔺)2.219s91.06x
▲ VercelNext.js (Turbopack)15.558s (+50.6% 🔺)17.542s (+42.8% 🔺)1.984s81.33x

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

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.159s (+442.2% 🔺)2.005s (+99.6% 🔺)0.010s (-16.8% 🟢)2.018s (+98.0% 🔺)0.859s101.00x
💻 LocalExpress1.161s (+483.2% 🔺)2.005s (+99.6% 🔺)0.010s (-14.0% 🟢)2.018s (+98.2% 🔺)0.857s101.00x
🐘 PostgresExpress1.169s (+470.2% 🔺)2.000s (+100.2% 🔺)0.001s (-25.0% 🟢)2.011s (+98.8% 🔺)0.842s101.01x
🐘 PostgresNitro1.197s (+483.9% 🔺)2.001s (+100.2% 🔺)0.001s (-20.0% 🟢)2.010s (+98.8% 🔺)0.813s101.03x
💻 LocalNext.js (Turbopack)1.210s2.003s0.012s2.019s0.810s101.04x
🐘 PostgresNext.js (Turbopack)1.219s2.002s0.002s2.011s0.792s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.053s (-46.4% 🟢)3.263s (-38.2% 🟢)1.429s (+92.6% 🔺)5.203s (-19.7% 🟢)3.150s101.00x
▲ VercelNext.js (Turbopack)2.146s (-68.7% 🟢)3.310s (-61.7% 🟢)1.570s (+148.4% 🔺)5.403s (-44.8% 🟢)3.257s101.05x
▲ VercelExpress2.303s (-8.1% 🟢)3.568s (-12.8% 🟢)1.207s (+25.6% 🔺)5.300s (-5.2% 🟢)2.997s101.12x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.581s (+151.0% 🔺)2.007s (+99.4% 🔺)0.004s (+3.6%)2.025s (+98.0% 🔺)0.444s301.00x
💻 LocalExpress1.599s (+111.3% 🔺)2.010s (+95.4% 🔺)0.010s (+8.7% 🔺)2.023s (+94.5% 🔺)0.423s301.01x
🐘 PostgresNitro1.623s (+160.0% 🔺)2.006s (+99.3% 🔺)0.004s (-10.5% 🟢)2.024s (+98.0% 🔺)0.401s301.03x
💻 LocalNitro1.761s (+110.0% 🔺)2.011s (+98.7% 🔺)0.010s (+8.2% 🔺)2.202s (+97.3% 🔺)0.441s281.11x
🐘 PostgresNext.js (Turbopack)1.767s2.010s0.004s2.026s0.259s301.12x
💻 LocalNext.js (Turbopack)1.773s2.009s0.011s2.024s0.250s301.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.808s (-10.7% 🟢)7.305s (-8.8% 🟢)0.381s (-6.7% 🟢)8.230s (-6.8% 🟢)2.422s81.00x
▲ VercelNitro5.818s (-80.2% 🟢)7.268s (-76.4% 🟢)0.189s (+69.0% 🔺)7.938s (-75.0% 🟢)2.120s81.00x
▲ VercelNext.js (Turbopack)5.932s (-64.9% 🟢)7.300s (-60.0% 🟢)0.217s (+2.7%)8.032s (-57.6% 🟢)2.100s81.02x

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

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.677s (-29.6% 🟢)1.015s (-20.6% 🟢)0.000s (+91.7% 🔺)1.029s (-21.2% 🟢)0.352s601.00x
🐘 PostgresNitro0.734s (-24.3% 🟢)1.053s (-15.6% 🟢)0.000s (-15.8% 🟢)1.067s (-15.2% 🟢)0.333s571.08x
🐘 PostgresNext.js (Turbopack)0.862s1.154s0.000s1.164s0.302s521.27x
💻 LocalNitro1.402s (+14.7% 🔺)2.014s (~)0.001s (+433.3% 🔺)2.016s (~)0.614s302.07x
💻 LocalExpress1.463s (+19.4% 🔺)2.014s (~)0.001s (+50.0% 🔺)2.017s (~)0.554s302.16x
💻 LocalNext.js (Turbopack)1.719s2.014s0.000s2.191s0.472s292.54x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.462s (-7.4% 🟢)4.823s (-5.5% 🟢)0.000s (-100.0% 🟢)5.311s (-4.0%)1.849s121.00x
▲ VercelNitro3.665s (+20.1% 🔺)5.045s (+14.9% 🔺)0.000s (-100.0% 🟢)5.535s (+15.1% 🔺)1.870s111.06x
▲ VercelNext.js (Turbopack)3.932s (-61.4% 🟢)5.064s (-56.0% 🟢)0.000s (+Infinity% 🔺)5.635s (-53.2% 🟢)1.703s111.14x

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

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

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.402s (-20.9% 🟢)2.114s (-2.9%)0.000s (NaN%)2.147s (-2.4%)0.745s281.00x
🐘 PostgresNitro1.465s (-18.2% 🟢)2.105s (-1.7%)0.000s (+93.1% 🔺)2.113s (-2.8%)0.648s291.04x
🐘 PostgresNext.js (Turbopack)1.759s2.180s0.000s2.193s0.434s281.25x
💻 LocalNitro3.120s (-7.9% 🟢)3.903s (-3.2%)0.000s (-53.1% 🟢)3.905s (-3.3%)0.785s162.23x
💻 LocalNext.js (Turbopack)3.218s3.730s0.001s3.738s0.520s172.30x
💻 LocalExpress3.353s (-3.3%)3.964s (-1.7%)0.001s (-37.5% 🟢)3.968s (-1.7%)0.614s162.39x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.803s (+26.5% 🔺)7.367s (+22.3% 🔺)0.000s (NaN%)7.923s (+22.7% 🔺)2.119s81.00x
▲ VercelNitro44.098s (+977.2% 🔺)45.563s (+747.8% 🔺)0.001s (+175.0% 🔺)46.169s (+696.9% 🔺)2.071s87.60x
▲ VercelNext.js (Turbopack)56.546s (+906.8% 🔺)58.212s (+733.8% 🔺)0.000s (-100.0% 🟢)58.672s (+678.1% 🔺)2.126s69.74x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNitro13/21
🐘 PostgresExpress16/21
▲ VercelNitro13/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres15/21
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

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🧪 E2E Test Results

All tests passed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production126602191485
✅ 💻 Local Development167102191890
✅ 📦 Local Production167102191890
✅ 🐘 Local Postgres167102191890
✅ 🪟 Windows13500135
✅ 📋 Other7690176945
Total7183010528235

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro109026
✅ example109026
✅ express109026
✅ fastify109026
✅ hono109026
✅ nextjs-turbopack13302
✅ nextjs-webpack13302
✅ nitro109026
✅ nuxt109026
✅ sveltekit12807
✅ vite109026
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack13500
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable110025
✅ e2e-local-dev-tanstack-start-110025
✅ e2e-local-postgres-nest-stable110025
✅ e2e-local-postgres-tanstack-start-110025
✅ e2e-local-prod-nest-stable110025
✅ e2e-local-prod-tanstack-start-110025
✅ e2e-vercel-prod-tanstack-start109026

📋 View full workflow run

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Additional Suggestion:

Abort hook token mismatch throws terminal CorruptedEventLogError instead of retryable ReplayDivergenceError, bypassing the PR's new replay-divergence recovery/redrive mechanism

Fix on Vercel

@pranaygp
pranaygp marked this pull request as ready for review June 2, 2026 02:12
@pranaygp
pranaygp requested a review from a team as a code ownerJune 2, 2026 02:12
CopilotAI review requested due to automatic review settings June 2, 2026 02:12
@pranaygp
pranaygp enabled auto-merge (squash) June 2, 2026 02:13

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Pull request overview

This PR forward-ports the “replay divergence recovery” behavior into main by introducing a retryable replay-divergence signal and using it to queue bounded recovery replays before a run is marked as having a corrupted event log.

Changes:

  • Add ReplayDivergenceError / REPLAY_DIVERGENCE classification and propagate divergence state through the workflow invoke payload.
  • Update sleep/hook/step replay guards to emit ReplayDivergenceError (instead of immediately failing as CORRUPTED_EVENT_LOG).
  • Integrate bounded recovery replay redrives in the combined workflow runtime handler, plus docs + changeset.

Reviewed changes

Copilot reviewed 21 out of 21 changed files in this pull request and generated 2 comments.

Show a summary per file
FileDescription
packages/world/src/queue.tsExtends workflow invoke payload schema with replayDivergence recovery metadata.
packages/errors/src/index.tsAdds ReplayDivergenceError and an ERROR_SLUGS entry for documentation linking.
packages/errors/src/error-codes.tsIntroduces RUN_ERROR_CODES.REPLAY_DIVERGENCE.
packages/errors/src/replay-divergence-error.test.tsAdds unit test for the new error type/behavior.
packages/core/src/workflow/sleep.tsEmits ReplayDivergenceError for wait/sleep replay mismatches.
packages/core/src/workflow/sleep.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/workflow/hook.tsEmits ReplayDivergenceError for hook replay mismatches.
packages/core/src/workflow/hook.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/step.tsEmits ReplayDivergenceError for step replay mismatches.
packages/core/src/step.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/workflow.tsTreats replay divergence as a control-flow signal to be handled by the runtime.
packages/core/src/workflow.test.tsUpdates error message expectations for unconsumed events.
packages/core/src/runtime/constants.tsAdds REPLAY_DIVERGENCE_MAX_RETRIES.
packages/core/src/runtime.tsQueues bounded recovery replays for replay divergence and only fails as corrupted after budget exhaustion.
packages/core/src/runtime.test.tsAdds coverage for recovery replay behavior and terminal corruption after budget exhaustion.
packages/core/src/classify-error.tsMaps ReplayDivergenceError to RUN_ERROR_CODES.REPLAY_DIVERGENCE.
packages/core/src/classify-error.test.tsAdds classification test for REPLAY_DIVERGENCE.
docs/content/docs/v5/errors/replay-divergence.mdxDocuments replay divergence and automatic recovery behavior.
docs/content/docs/v5/errors/index.mdxAdds the replay-divergence card to the error docs index.
docs/content/docs/v5/errors/corrupted-event-log.mdxUpdates corrupted-event-log docs to reflect the new recovery-first behavior.
.changeset/replay-divergence-redelivery.mdPublishes patch bumps for core/errors/world for the new behavior.

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Comment threadpackages/errors/src/index.ts
Comment threaddocs/content/docs/v5/errors/corrupted-event-log.mdx
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Addressed the Vercel Agent abort-hook suggestion in 39a7b8525: abort hook token mismatches now raise ReplayDivergenceError with the event ID so they use the bounded recovery/redrive path. Added regression coverage in packages/core/src/abort-controller.test.ts.

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Added the v4 docs collection in 326c11b03. The stable runtime ships this recovery behavior for v4, while published docs are deployed from main, so v4 and v5 now both document replay-divergence recovery.

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pranaygp merged commit 2a3b11b into mainJun 2, 2026
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pranaygp deleted the pranaygp/codex/replay-divergence-recovery-main branch June 2, 2026 06:48
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No backport to stable for 2a3b11b (AI decision).

This commit is explicitly a forward-port of #2208 from stable to main, as stated in the PR body ("Forward-ports #2208 from stable to main"). The change already exists on stable, so backporting it would be redundant or conflict with the existing implementation there.

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

2a3b11bcb408f1aa071b0e37f0b2df614052acd1

TooTallNate added a commit that referenced this pull request Jun 3, 2026
…(diagnostic)
We are not observing any failed runs in CI even after many retries, which
means the REPLAY_DIVERGENCE recovery-replay redrive (#2208/#2212) is masking
real divergences: a subsequent redrive happens to read a consistent snapshot
and succeeds, so we lose the signal needed to understand why the log diverged.
Remove the recovery-replay redrive so the first ReplayDivergenceError fails
the run as a terminal CORRUPTED_EVENT_LOG. Combined with the per-replay event
log logging, this makes every divergence immediately visible and lets us
capture the exact diverging event log for investigation.
This is intentionally aggressive for diagnosis; the recovery budget
(REPLAY_DIVERGENCE_MAX_RETRIES) is left defined and can be reinstated once the
root cause is understood. Updates the two runtime tests that asserted the
redrive behavior to assert immediate failure.
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@pranaygp@VaguelySerious
, '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('^' + ".*" + ' Retry replay divergence before failing event logs by pranaygp · Pull Request #2212 · vercel/workflow · GitHub
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Retry replay divergence before failing event logs - #2212

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pranaygp merged 3 commits into
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pranaygp/codex/replay-divergence-recovery-main
Jun 2, 2026
Merged

Retry replay divergence before failing event logs#2212
pranaygp merged 3 commits into
mainfrom
pranaygp/codex/replay-divergence-recovery-main

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Summary

  • Forward-ports Retry replay divergence before failing event logs #2208 from stable to main.
  • Classifies transient replay path mismatches as REPLAY_DIVERGENCE, redrives up to three recovery replays, and only persists CORRUPTED_EVENT_LOG after that recovery budget is exhausted.
  • Integrates the recovery policy into main's combined workflow handler and retains its newer error serialization/runtime behavior.

Validation

  • pnpm --filter '@workflow/core...' build (Node v22.18.0)
  • pnpm --filter @workflow/core test (1084 passing)
  • pnpm --filter @workflow/errors test (37 passing)
  • pnpm exec biome format $(git diff --name-only origin-https/main...HEAD -- packages | rg '\.ts$')
  • git diff --check origin-https/main...HEAD

Note

pnpm lint currently reports existing repository-wide diagnostics outside this port, including .github scripts, generated docs/.source files, and pre-existing lint findings in touched source files. The changed TypeScript files pass the formatter check above.

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🦋 Changeset detected

Latest commit: 326c11b

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

This PR includes changesets to release 21 packages
NameType
@workflow/corePatch
@workflow/errorsPatch
@workflow/worldPatch
@workflow/buildersPatch
@workflow/cliPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
@workflow/webPatch
workflowPatch
@workflow/world-testingPatch
@workflow/world-localPatch
@workflow/world-postgresPatch
@workflow/world-vercelPatch
@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

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📊 Benchmark Results

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

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.042s (-4.7%)1.006s (~)0.963s101.00x
💻 LocalNitro0.043s (~)1.005s (~)0.962s101.02x
🐘 PostgresExpress0.057s (-1.7%)1.012s (~)0.955s101.35x
🐘 PostgresNitro0.060s (-36.8% 🟢)1.012s (-2.9%)0.952s101.43x
💻 LocalNext.js (Turbopack)0.064s1.006s0.942s101.53x
🐘 PostgresNext.js (Turbopack)0.069s1.011s0.943s101.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro0.250s (-39.0% 🟢)2.440s (-2.7%)2.191s101.00x
▲ VercelNext.js (Turbopack)0.288s (+14.4% 🔺)2.456s (+5.3% 🔺)2.168s101.15x
▲ VercelExpress0.322s (+36.9% 🔺)2.125s (-0.5%)1.802s101.29x

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

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.090s (-3.7%)2.008s (~)0.918s101.00x
💻 LocalExpress1.105s (-1.8%)2.007s (~)0.902s101.01x
🐘 PostgresExpress1.105s (-3.6%)2.011s (~)0.907s101.01x
🐘 PostgresNitro1.117s (-2.0%)2.011s (~)0.894s101.02x
💻 LocalNext.js (Turbopack)1.133s2.007s0.874s101.04x
🐘 PostgresNext.js (Turbopack)1.140s2.009s0.869s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.613s (-20.7% 🟢)3.467s (-9.5% 🟢)1.854s101.00x
▲ VercelNitro1.669s (-57.1% 🟢)3.624s (-38.7% 🟢)1.955s101.03x
▲ VercelExpress1.839s (-1.9%)3.799s (~)1.960s101.14x

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

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro10.507s (-4.0%)11.023s (~)0.516s31.00x
💻 LocalExpress10.508s (-3.8%)11.023s (~)0.515s31.00x
🐘 PostgresExpress10.574s (-3.6%)11.021s (~)0.447s31.01x
🐘 PostgresNitro10.671s (-1.8%)11.021s (~)0.349s31.02x
🐘 PostgresNext.js (Turbopack)10.796s11.022s0.226s31.03x
💻 LocalNext.js (Turbopack)10.801s11.022s0.221s31.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)13.406s (-22.6% 🟢)14.997s (-22.7% 🟢)1.591s31.00x
▲ VercelExpress13.834s (-18.5% 🟢)15.647s (-21.8% 🟢)1.813s21.03x
▲ VercelNitro14.207s (-40.1% 🟢)16.288s (-35.1% 🟢)2.081s21.06x

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

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express13.718s (-8.4% 🟢)14.026s (-6.7% 🟢)0.308s51.00x
💻 LocalNitro13.824s (-8.2% 🟢)14.027s (-12.5% 🟢)0.204s51.01x
🐘 PostgresExpress13.903s (-4.7%)14.019s (-6.7% 🟢)0.116s51.01x
🐘 PostgresNitro14.056s (-3.7%)14.418s (-4.1%)0.362s51.02x
🐘 PostgresNext.js (Turbopack)14.345s15.015s0.670s41.05x
💻 LocalNext.js (Turbopack)14.579s15.030s0.451s41.06x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro19.911s (-69.1% 🟢)22.197s (-66.7% 🟢)2.287s31.00x
▲ VercelNext.js (Turbopack)20.718s (-60.6% 🟢)22.928s (-58.0% 🟢)2.210s31.04x
▲ VercelExpress22.625s (-55.0% 🟢)24.499s (-53.4% 🟢)1.874s31.14x

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

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro12.372s (-26.3% 🟢)13.025s (-23.5% 🟢)0.653s71.00x
💻 LocalExpress12.405s (-25.3% 🟢)13.026s (-23.5% 🟢)0.621s71.00x
🐘 PostgresExpress12.534s (-10.5% 🟢)13.019s (-10.8% 🟢)0.485s71.01x
🐘 PostgresNitro12.663s (-9.3% 🟢)13.020s (-9.0% 🟢)0.357s71.02x
💻 LocalNext.js (Turbopack)13.820s14.171s0.351s71.12x
🐘 PostgresNext.js (Turbopack)13.865s14.158s0.294s71.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro26.268s (-93.8% 🟢)28.781s (-93.2% 🟢)2.513s41.00x
▲ VercelNext.js (Turbopack)27.564s (-93.0% 🟢)30.181s (-92.4% 🟢)2.617s31.05x
▲ VercelExpress33.575s (-72.3% 🟢)35.937s (-70.9% 🟢)2.362s31.28x

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

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.188s (-5.8% 🟢)2.008s (~)0.820s151.00x
🐘 PostgresNitro1.200s (-5.8% 🟢)2.009s (~)0.809s151.01x
💻 LocalExpress1.213s (-18.5% 🟢)2.006s (~)0.793s151.02x
🐘 PostgresNext.js (Turbopack)1.223s2.008s0.784s151.03x
💻 LocalNitro1.256s (-23.0% 🟢)2.005s (-3.3%)0.749s151.06x
💻 LocalNext.js (Turbopack)1.309s2.007s0.698s151.10x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.466s (-12.5% 🟢)3.989s (-7.7% 🟢)1.522s81.00x
▲ VercelExpress2.653s (-7.2% 🟢)4.633s (~)1.980s71.08x
▲ VercelNext.js (Turbopack)3.002s (-11.6% 🟢)4.604s (-6.7% 🟢)1.601s71.22x

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

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.236s (-47.4% 🟢)2.006s (-33.3% 🟢)0.770s151.00x
🐘 PostgresExpress1.260s (-46.6% 🟢)2.007s (-33.3% 🟢)0.747s151.02x
🐘 PostgresNext.js (Turbopack)1.364s2.006s0.642s151.10x
💻 LocalExpress1.722s (-41.7% 🟢)2.006s (-41.9% 🟢)0.283s151.39x
💻 LocalNitro1.725s (-45.1% 🟢)2.006s (-48.4% 🟢)0.281s151.40x
💻 LocalNext.js (Turbopack)1.786s2.073s0.287s151.44x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.381s (-6.6% 🟢)5.304s (+3.8%)1.924s61.00x
▲ VercelNext.js (Turbopack)3.510s (-50.6% 🟢)5.098s (-42.8% 🟢)1.587s61.04x
▲ VercelNitro4.138s (+2.1%)5.988s (+1.1%)1.850s61.22x

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

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.371s (-60.6% 🟢)2.008s (-49.9% 🟢)0.637s151.00x
🐘 PostgresExpress1.439s (-58.7% 🟢)2.007s (-49.9% 🟢)0.569s151.05x
🐘 PostgresNext.js (Turbopack)1.670s2.223s0.553s141.22x
💻 LocalExpress4.709s (-43.5% 🟢)5.345s (-40.8% 🟢)0.635s63.43x
💻 LocalNext.js (Turbopack)4.914s5.347s0.433s63.58x
💻 LocalNitro4.927s (-41.0% 🟢)5.344s (-40.8% 🟢)0.418s63.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro5.104s (+44.8% 🔺)7.273s (+31.4% 🔺)2.169s51.00x
▲ VercelNext.js (Turbopack)5.365s (-39.8% 🟢)7.747s (-29.3% 🟢)2.382s41.05x
▲ VercelExpress5.637s (+33.0% 🔺)7.952s (+29.8% 🔺)2.315s51.10x

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

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.183s (-5.9% 🟢)2.009s (~)0.826s151.00x
🐘 PostgresNitro1.189s (-5.4% 🟢)2.009s (~)0.820s151.00x
🐘 PostgresNext.js (Turbopack)1.232s2.009s0.777s151.04x
💻 LocalNext.js (Turbopack)1.387s2.006s0.620s151.17x
💻 LocalNitro1.507s (-19.2% 🟢)2.006s (-14.3% 🟢)0.499s151.27x
💻 LocalExpress1.524s (-19.5% 🟢)2.006s (-15.1% 🟢)0.483s151.29x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.492s (-3.5%)4.103s (-5.7% 🟢)1.611s81.00x
▲ VercelNext.js (Turbopack)2.645s (-9.8% 🟢)4.655s (~)2.010s71.06x
▲ VercelNitro3.084s (+25.4% 🔺)4.461s (+7.0% 🔺)1.377s71.24x

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

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.260s (-46.2% 🟢)2.011s (-33.2% 🟢)0.751s151.00x
🐘 PostgresNitro1.265s (-45.9% 🟢)2.009s (-33.2% 🟢)0.745s151.00x
🐘 PostgresNext.js (Turbopack)1.378s2.008s0.630s151.09x
💻 LocalNitro1.908s (-37.7% 🟢)2.316s (-40.4% 🟢)0.408s131.51x
💻 LocalExpress1.997s (-36.2% 🟢)2.393s (-36.4% 🟢)0.395s131.59x
💻 LocalNext.js (Turbopack)2.082s2.827s0.745s111.65x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.193s (-1.2%)5.001s (-1.5%)1.808s61.00x
▲ VercelExpress3.631s (+13.7% 🔺)5.283s (+10.2% 🔺)1.652s61.14x
▲ VercelNext.js (Turbopack)5.405s (+72.0% 🔺)7.049s (+55.9% 🔺)1.644s51.69x

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

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.370s (-60.6% 🟢)2.008s (-49.9% 🟢)0.638s151.00x
🐘 PostgresExpress1.397s (-60.1% 🟢)2.008s (-49.9% 🟢)0.611s151.02x
🐘 PostgresNext.js (Turbopack)1.665s2.075s0.410s151.22x
💻 LocalNitro5.512s (-39.7% 🟢)6.014s (-40.0% 🟢)0.502s64.02x
💻 LocalExpress5.581s (-36.6% 🟢)6.012s (-35.2% 🟢)0.431s54.07x
💻 LocalNext.js (Turbopack)6.051s6.615s0.564s54.42x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.834s (-5.1% 🟢)6.892s (+1.1%)2.058s51.00x
▲ VercelExpress5.668s (-11.7% 🟢)8.135s (-0.5%)2.467s41.17x
▲ VercelNext.js (Turbopack)6.023s (-10.9% 🟢)7.650s (-10.5% 🟢)1.627s51.25x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.594s (-29.2% 🟢)1.024s (~)0.430s591.00x
💻 LocalNitro0.598s (-39.0% 🟢)1.005s (-8.2% 🟢)0.406s601.01x
🐘 PostgresNitro0.632s (-23.0% 🟢)1.024s (+1.7%)0.392s591.06x
💻 LocalExpress0.665s (-32.4% 🟢)1.095s (+1.8%)0.430s551.12x
🐘 PostgresNext.js (Turbopack)0.810s1.007s0.197s601.36x
💻 LocalNext.js (Turbopack)0.900s1.058s0.158s571.52x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.714s (-78.6% 🟢)6.608s (-72.5% 🟢)1.894s101.00x
▲ VercelNext.js (Turbopack)5.063s (-65.1% 🟢)6.698s (-58.4% 🟢)1.635s91.07x
▲ VercelExpress5.366s (-71.8% 🟢)7.203s (-66.2% 🟢)1.838s91.14x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.417s (-26.5% 🟢)2.008s (-4.4%)0.591s451.00x
🐘 PostgresExpress1.465s (-25.9% 🟢)2.101s (-7.0% 🟢)0.636s431.03x
💻 LocalNitro1.497s (-50.7% 🟢)2.006s (-46.6% 🟢)0.509s451.06x
💻 LocalExpress1.508s (-50.0% 🟢)2.006s (-44.1% 🟢)0.498s451.06x
🐘 PostgresNext.js (Turbopack)1.959s2.258s0.299s401.38x
💻 LocalNext.js (Turbopack)2.166s3.008s0.842s301.53x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro11.822s (-70.1% 🟢)14.078s (-65.9% 🟢)2.256s71.00x
▲ VercelExpress12.846s (-62.8% 🟢)15.128s (-58.9% 🟢)2.283s61.09x
▲ VercelNext.js (Turbopack)13.230s (-73.4% 🟢)15.246s (-70.5% 🟢)2.016s61.12x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.825s (-29.2% 🟢)3.253s (-25.5% 🟢)0.428s371.00x
🐘 PostgresNitro2.877s (-29.9% 🟢)3.194s (-30.6% 🟢)0.317s381.02x
💻 LocalNitro3.256s (-65.0% 🟢)4.010s (-60.0% 🟢)0.753s301.15x
💻 LocalExpress3.275s (-64.4% 🟢)4.009s (-60.0% 🟢)0.734s301.16x
🐘 PostgresNext.js (Turbopack)3.865s4.149s0.284s291.37x
💻 LocalNext.js (Turbopack)4.492s5.011s0.518s241.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro23.924s (-75.3% 🟢)26.326s (-73.3% 🟢)2.401s51.00x
▲ VercelExpress24.937s (-80.8% 🟢)27.094s (-79.5% 🟢)2.157s51.04x
▲ VercelNext.js (Turbopack)26.787s (-75.0% 🟢)29.648s (-72.8% 🟢)2.861s51.12x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.221s (-21.9% 🟢)1.006s (~)0.786s601.00x
🐘 PostgresNitro0.239s (-15.7% 🟢)1.006s (~)0.768s601.08x
🐘 PostgresNext.js (Turbopack)0.262s1.006s0.744s601.19x
💻 LocalExpress0.518s (-7.6% 🟢)1.095s (+9.1% 🔺)0.577s552.35x
💻 LocalNext.js (Turbopack)0.629s1.022s0.393s592.85x
💻 LocalNitro0.666s (+10.2% 🔺)1.205s (+18.0% 🔺)0.539s503.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.091s (+25.9% 🔺)3.873s (+15.6% 🔺)1.781s161.00x
▲ VercelNext.js (Turbopack)2.324s (+14.9% 🔺)4.032s (+6.3% 🔺)1.708s151.11x
▲ VercelExpress2.333s (+19.4% 🔺)4.336s (+19.2% 🔺)2.003s141.12x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.331s (-35.0% 🟢)1.006s (~)0.675s901.00x
🐘 PostgresNitro0.351s (-29.3% 🟢)1.007s (~)0.656s901.06x
🐘 PostgresNext.js (Turbopack)0.487s1.006s0.519s901.47x
💻 LocalNitro2.196s (-13.5% 🟢)2.853s (-5.2% 🟢)0.657s326.63x
💻 LocalExpress2.341s (-6.9% 🟢)2.854s (-5.2% 🟢)0.513s327.07x
💻 LocalNext.js (Turbopack)2.537s3.332s0.795s287.66x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.712s (+54.7% 🔺)6.476s (+34.7% 🔺)1.764s141.00x
▲ VercelNitro4.905s (+52.0% 🔺)6.577s (+36.4% 🔺)1.672s141.04x
▲ VercelNext.js (Turbopack)5.508s (+55.8% 🔺)7.294s (+40.5% 🔺)1.786s131.17x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.656s (-17.1% 🟢)1.007s (~)0.351s1201.00x
🐘 PostgresExpress0.674s (-17.7% 🟢)1.006s (-1.1%)0.332s1201.03x
🐘 PostgresNext.js (Turbopack)1.010s1.723s0.712s701.54x
💻 LocalNitro9.434s (-15.7% 🟢)10.027s (-14.0% 🟢)0.593s1214.39x
💻 LocalExpress9.662s (-13.7% 🟢)10.280s (-13.9% 🟢)0.618s1214.74x
💻 LocalNext.js (Turbopack)10.818s11.574s0.756s1116.50x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro11.728s (+51.9% 🔺)14.011s (+49.0% 🔺)2.283s91.00x
▲ VercelExpress12.415s (+67.3% 🔺)14.634s (+58.3% 🔺)2.219s91.06x
▲ VercelNext.js (Turbopack)15.558s (+50.6% 🔺)17.542s (+42.8% 🔺)1.984s81.33x

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

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.159s (+442.2% 🔺)2.005s (+99.6% 🔺)0.010s (-16.8% 🟢)2.018s (+98.0% 🔺)0.859s101.00x
💻 LocalExpress1.161s (+483.2% 🔺)2.005s (+99.6% 🔺)0.010s (-14.0% 🟢)2.018s (+98.2% 🔺)0.857s101.00x
🐘 PostgresExpress1.169s (+470.2% 🔺)2.000s (+100.2% 🔺)0.001s (-25.0% 🟢)2.011s (+98.8% 🔺)0.842s101.01x
🐘 PostgresNitro1.197s (+483.9% 🔺)2.001s (+100.2% 🔺)0.001s (-20.0% 🟢)2.010s (+98.8% 🔺)0.813s101.03x
💻 LocalNext.js (Turbopack)1.210s2.003s0.012s2.019s0.810s101.04x
🐘 PostgresNext.js (Turbopack)1.219s2.002s0.002s2.011s0.792s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.053s (-46.4% 🟢)3.263s (-38.2% 🟢)1.429s (+92.6% 🔺)5.203s (-19.7% 🟢)3.150s101.00x
▲ VercelNext.js (Turbopack)2.146s (-68.7% 🟢)3.310s (-61.7% 🟢)1.570s (+148.4% 🔺)5.403s (-44.8% 🟢)3.257s101.05x
▲ VercelExpress2.303s (-8.1% 🟢)3.568s (-12.8% 🟢)1.207s (+25.6% 🔺)5.300s (-5.2% 🟢)2.997s101.12x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.581s (+151.0% 🔺)2.007s (+99.4% 🔺)0.004s (+3.6%)2.025s (+98.0% 🔺)0.444s301.00x
💻 LocalExpress1.599s (+111.3% 🔺)2.010s (+95.4% 🔺)0.010s (+8.7% 🔺)2.023s (+94.5% 🔺)0.423s301.01x
🐘 PostgresNitro1.623s (+160.0% 🔺)2.006s (+99.3% 🔺)0.004s (-10.5% 🟢)2.024s (+98.0% 🔺)0.401s301.03x
💻 LocalNitro1.761s (+110.0% 🔺)2.011s (+98.7% 🔺)0.010s (+8.2% 🔺)2.202s (+97.3% 🔺)0.441s281.11x
🐘 PostgresNext.js (Turbopack)1.767s2.010s0.004s2.026s0.259s301.12x
💻 LocalNext.js (Turbopack)1.773s2.009s0.011s2.024s0.250s301.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.808s (-10.7% 🟢)7.305s (-8.8% 🟢)0.381s (-6.7% 🟢)8.230s (-6.8% 🟢)2.422s81.00x
▲ VercelNitro5.818s (-80.2% 🟢)7.268s (-76.4% 🟢)0.189s (+69.0% 🔺)7.938s (-75.0% 🟢)2.120s81.00x
▲ VercelNext.js (Turbopack)5.932s (-64.9% 🟢)7.300s (-60.0% 🟢)0.217s (+2.7%)8.032s (-57.6% 🟢)2.100s81.02x

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

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.677s (-29.6% 🟢)1.015s (-20.6% 🟢)0.000s (+91.7% 🔺)1.029s (-21.2% 🟢)0.352s601.00x
🐘 PostgresNitro0.734s (-24.3% 🟢)1.053s (-15.6% 🟢)0.000s (-15.8% 🟢)1.067s (-15.2% 🟢)0.333s571.08x
🐘 PostgresNext.js (Turbopack)0.862s1.154s0.000s1.164s0.302s521.27x
💻 LocalNitro1.402s (+14.7% 🔺)2.014s (~)0.001s (+433.3% 🔺)2.016s (~)0.614s302.07x
💻 LocalExpress1.463s (+19.4% 🔺)2.014s (~)0.001s (+50.0% 🔺)2.017s (~)0.554s302.16x
💻 LocalNext.js (Turbopack)1.719s2.014s0.000s2.191s0.472s292.54x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.462s (-7.4% 🟢)4.823s (-5.5% 🟢)0.000s (-100.0% 🟢)5.311s (-4.0%)1.849s121.00x
▲ VercelNitro3.665s (+20.1% 🔺)5.045s (+14.9% 🔺)0.000s (-100.0% 🟢)5.535s (+15.1% 🔺)1.870s111.06x
▲ VercelNext.js (Turbopack)3.932s (-61.4% 🟢)5.064s (-56.0% 🟢)0.000s (+Infinity% 🔺)5.635s (-53.2% 🟢)1.703s111.14x

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

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

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.402s (-20.9% 🟢)2.114s (-2.9%)0.000s (NaN%)2.147s (-2.4%)0.745s281.00x
🐘 PostgresNitro1.465s (-18.2% 🟢)2.105s (-1.7%)0.000s (+93.1% 🔺)2.113s (-2.8%)0.648s291.04x
🐘 PostgresNext.js (Turbopack)1.759s2.180s0.000s2.193s0.434s281.25x
💻 LocalNitro3.120s (-7.9% 🟢)3.903s (-3.2%)0.000s (-53.1% 🟢)3.905s (-3.3%)0.785s162.23x
💻 LocalNext.js (Turbopack)3.218s3.730s0.001s3.738s0.520s172.30x
💻 LocalExpress3.353s (-3.3%)3.964s (-1.7%)0.001s (-37.5% 🟢)3.968s (-1.7%)0.614s162.39x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.803s (+26.5% 🔺)7.367s (+22.3% 🔺)0.000s (NaN%)7.923s (+22.7% 🔺)2.119s81.00x
▲ VercelNitro44.098s (+977.2% 🔺)45.563s (+747.8% 🔺)0.001s (+175.0% 🔺)46.169s (+696.9% 🔺)2.071s87.60x
▲ VercelNext.js (Turbopack)56.546s (+906.8% 🔺)58.212s (+733.8% 🔺)0.000s (-100.0% 🟢)58.672s (+678.1% 🔺)2.126s69.74x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNitro13/21
🐘 PostgresExpress16/21
▲ VercelNitro13/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres15/21
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

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🧪 E2E Test Results

All tests passed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production126602191485
✅ 💻 Local Development167102191890
✅ 📦 Local Production167102191890
✅ 🐘 Local Postgres167102191890
✅ 🪟 Windows13500135
✅ 📋 Other7690176945
Total7183010528235

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro109026
✅ example109026
✅ express109026
✅ fastify109026
✅ hono109026
✅ nextjs-turbopack13302
✅ nextjs-webpack13302
✅ nitro109026
✅ nuxt109026
✅ sveltekit12807
✅ vite109026
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack13500
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable110025
✅ e2e-local-dev-tanstack-start-110025
✅ e2e-local-postgres-nest-stable110025
✅ e2e-local-postgres-tanstack-start-110025
✅ e2e-local-prod-nest-stable110025
✅ e2e-local-prod-tanstack-start-110025
✅ e2e-vercel-prod-tanstack-start109026

📋 View full workflow run

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Additional Suggestion:

Abort hook token mismatch throws terminal CorruptedEventLogError instead of retryable ReplayDivergenceError, bypassing the PR's new replay-divergence recovery/redrive mechanism

Fix on Vercel

@pranaygp
pranaygp marked this pull request as ready for review June 2, 2026 02:12
@pranaygp
pranaygp requested a review from a team as a code ownerJune 2, 2026 02:12
CopilotAI review requested due to automatic review settings June 2, 2026 02:12
@pranaygp
pranaygp enabled auto-merge (squash) June 2, 2026 02:13

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Pull request overview

This PR forward-ports the “replay divergence recovery” behavior into main by introducing a retryable replay-divergence signal and using it to queue bounded recovery replays before a run is marked as having a corrupted event log.

Changes:

  • Add ReplayDivergenceError / REPLAY_DIVERGENCE classification and propagate divergence state through the workflow invoke payload.
  • Update sleep/hook/step replay guards to emit ReplayDivergenceError (instead of immediately failing as CORRUPTED_EVENT_LOG).
  • Integrate bounded recovery replay redrives in the combined workflow runtime handler, plus docs + changeset.

Reviewed changes

Copilot reviewed 21 out of 21 changed files in this pull request and generated 2 comments.

Show a summary per file
FileDescription
packages/world/src/queue.tsExtends workflow invoke payload schema with replayDivergence recovery metadata.
packages/errors/src/index.tsAdds ReplayDivergenceError and an ERROR_SLUGS entry for documentation linking.
packages/errors/src/error-codes.tsIntroduces RUN_ERROR_CODES.REPLAY_DIVERGENCE.
packages/errors/src/replay-divergence-error.test.tsAdds unit test for the new error type/behavior.
packages/core/src/workflow/sleep.tsEmits ReplayDivergenceError for wait/sleep replay mismatches.
packages/core/src/workflow/sleep.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/workflow/hook.tsEmits ReplayDivergenceError for hook replay mismatches.
packages/core/src/workflow/hook.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/step.tsEmits ReplayDivergenceError for step replay mismatches.
packages/core/src/step.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/workflow.tsTreats replay divergence as a control-flow signal to be handled by the runtime.
packages/core/src/workflow.test.tsUpdates error message expectations for unconsumed events.
packages/core/src/runtime/constants.tsAdds REPLAY_DIVERGENCE_MAX_RETRIES.
packages/core/src/runtime.tsQueues bounded recovery replays for replay divergence and only fails as corrupted after budget exhaustion.
packages/core/src/runtime.test.tsAdds coverage for recovery replay behavior and terminal corruption after budget exhaustion.
packages/core/src/classify-error.tsMaps ReplayDivergenceError to RUN_ERROR_CODES.REPLAY_DIVERGENCE.
packages/core/src/classify-error.test.tsAdds classification test for REPLAY_DIVERGENCE.
docs/content/docs/v5/errors/replay-divergence.mdxDocuments replay divergence and automatic recovery behavior.
docs/content/docs/v5/errors/index.mdxAdds the replay-divergence card to the error docs index.
docs/content/docs/v5/errors/corrupted-event-log.mdxUpdates corrupted-event-log docs to reflect the new recovery-first behavior.
.changeset/replay-divergence-redelivery.mdPublishes patch bumps for core/errors/world for the new behavior.

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Comment threadpackages/errors/src/index.ts
Comment threaddocs/content/docs/v5/errors/corrupted-event-log.mdx
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Addressed the Vercel Agent abort-hook suggestion in 39a7b8525: abort hook token mismatches now raise ReplayDivergenceError with the event ID so they use the bounded recovery/redrive path. Added regression coverage in packages/core/src/abort-controller.test.ts.

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Added the v4 docs collection in 326c11b03. The stable runtime ships this recovery behavior for v4, while published docs are deployed from main, so v4 and v5 now both document replay-divergence recovery.

@pranaygp
pranaygp merged commit 2a3b11b into mainJun 2, 2026
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pranaygp deleted the pranaygp/codex/replay-divergence-recovery-main branch June 2, 2026 06:48
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No backport to stable for 2a3b11b (AI decision).

This commit is explicitly a forward-port of #2208 from stable to main, as stated in the PR body ("Forward-ports #2208 from stable to main"). The change already exists on stable, so backporting it would be redundant or conflict with the existing implementation there.

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

2a3b11bcb408f1aa071b0e37f0b2df614052acd1

TooTallNate added a commit that referenced this pull request Jun 3, 2026
…(diagnostic)
We are not observing any failed runs in CI even after many retries, which
means the REPLAY_DIVERGENCE recovery-replay redrive (#2208/#2212) is masking
real divergences: a subsequent redrive happens to read a consistent snapshot
and succeeds, so we lose the signal needed to understand why the log diverged.
Remove the recovery-replay redrive so the first ReplayDivergenceError fails
the run as a terminal CORRUPTED_EVENT_LOG. Combined with the per-replay event
log logging, this makes every divergence immediately visible and lets us
capture the exact diverging event log for investigation.
This is intentionally aggressive for diagnosis; the recovery budget
(REPLAY_DIVERGENCE_MAX_RETRIES) is left defined and can be reinstated once the
root cause is understood. Updates the two runtime tests that asserted the
redrive behavior to assert immediate failure.
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@pranaygp@VaguelySerious
, '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('^' + ".*" + ' Retry replay divergence before failing event logs by pranaygp · Pull Request #2212 · vercel/workflow · GitHub
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Retry replay divergence before failing event logs - #2212

Merged
pranaygp merged 3 commits into
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pranaygp/codex/replay-divergence-recovery-main
Jun 2, 2026
Merged

Retry replay divergence before failing event logs#2212
pranaygp merged 3 commits into
mainfrom
pranaygp/codex/replay-divergence-recovery-main

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Summary

  • Forward-ports Retry replay divergence before failing event logs #2208 from stable to main.
  • Classifies transient replay path mismatches as REPLAY_DIVERGENCE, redrives up to three recovery replays, and only persists CORRUPTED_EVENT_LOG after that recovery budget is exhausted.
  • Integrates the recovery policy into main's combined workflow handler and retains its newer error serialization/runtime behavior.

Validation

  • pnpm --filter '@workflow/core...' build (Node v22.18.0)
  • pnpm --filter @workflow/core test (1084 passing)
  • pnpm --filter @workflow/errors test (37 passing)
  • pnpm exec biome format $(git diff --name-only origin-https/main...HEAD -- packages | rg '\.ts$')
  • git diff --check origin-https/main...HEAD

Note

pnpm lint currently reports existing repository-wide diagnostics outside this port, including .github scripts, generated docs/.source files, and pre-existing lint findings in touched source files. The changed TypeScript files pass the formatter check above.

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🦋 Changeset detected

Latest commit: 326c11b

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

This PR includes changesets to release 21 packages
NameType
@workflow/corePatch
@workflow/errorsPatch
@workflow/worldPatch
@workflow/buildersPatch
@workflow/cliPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
@workflow/webPatch
workflowPatch
@workflow/world-testingPatch
@workflow/world-localPatch
@workflow/world-postgresPatch
@workflow/world-vercelPatch
@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

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📊 Benchmark Results

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

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.042s (-4.7%)1.006s (~)0.963s101.00x
💻 LocalNitro0.043s (~)1.005s (~)0.962s101.02x
🐘 PostgresExpress0.057s (-1.7%)1.012s (~)0.955s101.35x
🐘 PostgresNitro0.060s (-36.8% 🟢)1.012s (-2.9%)0.952s101.43x
💻 LocalNext.js (Turbopack)0.064s1.006s0.942s101.53x
🐘 PostgresNext.js (Turbopack)0.069s1.011s0.943s101.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro0.250s (-39.0% 🟢)2.440s (-2.7%)2.191s101.00x
▲ VercelNext.js (Turbopack)0.288s (+14.4% 🔺)2.456s (+5.3% 🔺)2.168s101.15x
▲ VercelExpress0.322s (+36.9% 🔺)2.125s (-0.5%)1.802s101.29x

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

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.090s (-3.7%)2.008s (~)0.918s101.00x
💻 LocalExpress1.105s (-1.8%)2.007s (~)0.902s101.01x
🐘 PostgresExpress1.105s (-3.6%)2.011s (~)0.907s101.01x
🐘 PostgresNitro1.117s (-2.0%)2.011s (~)0.894s101.02x
💻 LocalNext.js (Turbopack)1.133s2.007s0.874s101.04x
🐘 PostgresNext.js (Turbopack)1.140s2.009s0.869s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.613s (-20.7% 🟢)3.467s (-9.5% 🟢)1.854s101.00x
▲ VercelNitro1.669s (-57.1% 🟢)3.624s (-38.7% 🟢)1.955s101.03x
▲ VercelExpress1.839s (-1.9%)3.799s (~)1.960s101.14x

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

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro10.507s (-4.0%)11.023s (~)0.516s31.00x
💻 LocalExpress10.508s (-3.8%)11.023s (~)0.515s31.00x
🐘 PostgresExpress10.574s (-3.6%)11.021s (~)0.447s31.01x
🐘 PostgresNitro10.671s (-1.8%)11.021s (~)0.349s31.02x
🐘 PostgresNext.js (Turbopack)10.796s11.022s0.226s31.03x
💻 LocalNext.js (Turbopack)10.801s11.022s0.221s31.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)13.406s (-22.6% 🟢)14.997s (-22.7% 🟢)1.591s31.00x
▲ VercelExpress13.834s (-18.5% 🟢)15.647s (-21.8% 🟢)1.813s21.03x
▲ VercelNitro14.207s (-40.1% 🟢)16.288s (-35.1% 🟢)2.081s21.06x

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

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express13.718s (-8.4% 🟢)14.026s (-6.7% 🟢)0.308s51.00x
💻 LocalNitro13.824s (-8.2% 🟢)14.027s (-12.5% 🟢)0.204s51.01x
🐘 PostgresExpress13.903s (-4.7%)14.019s (-6.7% 🟢)0.116s51.01x
🐘 PostgresNitro14.056s (-3.7%)14.418s (-4.1%)0.362s51.02x
🐘 PostgresNext.js (Turbopack)14.345s15.015s0.670s41.05x
💻 LocalNext.js (Turbopack)14.579s15.030s0.451s41.06x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro19.911s (-69.1% 🟢)22.197s (-66.7% 🟢)2.287s31.00x
▲ VercelNext.js (Turbopack)20.718s (-60.6% 🟢)22.928s (-58.0% 🟢)2.210s31.04x
▲ VercelExpress22.625s (-55.0% 🟢)24.499s (-53.4% 🟢)1.874s31.14x

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

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro12.372s (-26.3% 🟢)13.025s (-23.5% 🟢)0.653s71.00x
💻 LocalExpress12.405s (-25.3% 🟢)13.026s (-23.5% 🟢)0.621s71.00x
🐘 PostgresExpress12.534s (-10.5% 🟢)13.019s (-10.8% 🟢)0.485s71.01x
🐘 PostgresNitro12.663s (-9.3% 🟢)13.020s (-9.0% 🟢)0.357s71.02x
💻 LocalNext.js (Turbopack)13.820s14.171s0.351s71.12x
🐘 PostgresNext.js (Turbopack)13.865s14.158s0.294s71.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro26.268s (-93.8% 🟢)28.781s (-93.2% 🟢)2.513s41.00x
▲ VercelNext.js (Turbopack)27.564s (-93.0% 🟢)30.181s (-92.4% 🟢)2.617s31.05x
▲ VercelExpress33.575s (-72.3% 🟢)35.937s (-70.9% 🟢)2.362s31.28x

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

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.188s (-5.8% 🟢)2.008s (~)0.820s151.00x
🐘 PostgresNitro1.200s (-5.8% 🟢)2.009s (~)0.809s151.01x
💻 LocalExpress1.213s (-18.5% 🟢)2.006s (~)0.793s151.02x
🐘 PostgresNext.js (Turbopack)1.223s2.008s0.784s151.03x
💻 LocalNitro1.256s (-23.0% 🟢)2.005s (-3.3%)0.749s151.06x
💻 LocalNext.js (Turbopack)1.309s2.007s0.698s151.10x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.466s (-12.5% 🟢)3.989s (-7.7% 🟢)1.522s81.00x
▲ VercelExpress2.653s (-7.2% 🟢)4.633s (~)1.980s71.08x
▲ VercelNext.js (Turbopack)3.002s (-11.6% 🟢)4.604s (-6.7% 🟢)1.601s71.22x

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

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.236s (-47.4% 🟢)2.006s (-33.3% 🟢)0.770s151.00x
🐘 PostgresExpress1.260s (-46.6% 🟢)2.007s (-33.3% 🟢)0.747s151.02x
🐘 PostgresNext.js (Turbopack)1.364s2.006s0.642s151.10x
💻 LocalExpress1.722s (-41.7% 🟢)2.006s (-41.9% 🟢)0.283s151.39x
💻 LocalNitro1.725s (-45.1% 🟢)2.006s (-48.4% 🟢)0.281s151.40x
💻 LocalNext.js (Turbopack)1.786s2.073s0.287s151.44x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.381s (-6.6% 🟢)5.304s (+3.8%)1.924s61.00x
▲ VercelNext.js (Turbopack)3.510s (-50.6% 🟢)5.098s (-42.8% 🟢)1.587s61.04x
▲ VercelNitro4.138s (+2.1%)5.988s (+1.1%)1.850s61.22x

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

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.371s (-60.6% 🟢)2.008s (-49.9% 🟢)0.637s151.00x
🐘 PostgresExpress1.439s (-58.7% 🟢)2.007s (-49.9% 🟢)0.569s151.05x
🐘 PostgresNext.js (Turbopack)1.670s2.223s0.553s141.22x
💻 LocalExpress4.709s (-43.5% 🟢)5.345s (-40.8% 🟢)0.635s63.43x
💻 LocalNext.js (Turbopack)4.914s5.347s0.433s63.58x
💻 LocalNitro4.927s (-41.0% 🟢)5.344s (-40.8% 🟢)0.418s63.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro5.104s (+44.8% 🔺)7.273s (+31.4% 🔺)2.169s51.00x
▲ VercelNext.js (Turbopack)5.365s (-39.8% 🟢)7.747s (-29.3% 🟢)2.382s41.05x
▲ VercelExpress5.637s (+33.0% 🔺)7.952s (+29.8% 🔺)2.315s51.10x

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

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.183s (-5.9% 🟢)2.009s (~)0.826s151.00x
🐘 PostgresNitro1.189s (-5.4% 🟢)2.009s (~)0.820s151.00x
🐘 PostgresNext.js (Turbopack)1.232s2.009s0.777s151.04x
💻 LocalNext.js (Turbopack)1.387s2.006s0.620s151.17x
💻 LocalNitro1.507s (-19.2% 🟢)2.006s (-14.3% 🟢)0.499s151.27x
💻 LocalExpress1.524s (-19.5% 🟢)2.006s (-15.1% 🟢)0.483s151.29x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.492s (-3.5%)4.103s (-5.7% 🟢)1.611s81.00x
▲ VercelNext.js (Turbopack)2.645s (-9.8% 🟢)4.655s (~)2.010s71.06x
▲ VercelNitro3.084s (+25.4% 🔺)4.461s (+7.0% 🔺)1.377s71.24x

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

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.260s (-46.2% 🟢)2.011s (-33.2% 🟢)0.751s151.00x
🐘 PostgresNitro1.265s (-45.9% 🟢)2.009s (-33.2% 🟢)0.745s151.00x
🐘 PostgresNext.js (Turbopack)1.378s2.008s0.630s151.09x
💻 LocalNitro1.908s (-37.7% 🟢)2.316s (-40.4% 🟢)0.408s131.51x
💻 LocalExpress1.997s (-36.2% 🟢)2.393s (-36.4% 🟢)0.395s131.59x
💻 LocalNext.js (Turbopack)2.082s2.827s0.745s111.65x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.193s (-1.2%)5.001s (-1.5%)1.808s61.00x
▲ VercelExpress3.631s (+13.7% 🔺)5.283s (+10.2% 🔺)1.652s61.14x
▲ VercelNext.js (Turbopack)5.405s (+72.0% 🔺)7.049s (+55.9% 🔺)1.644s51.69x

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

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.370s (-60.6% 🟢)2.008s (-49.9% 🟢)0.638s151.00x
🐘 PostgresExpress1.397s (-60.1% 🟢)2.008s (-49.9% 🟢)0.611s151.02x
🐘 PostgresNext.js (Turbopack)1.665s2.075s0.410s151.22x
💻 LocalNitro5.512s (-39.7% 🟢)6.014s (-40.0% 🟢)0.502s64.02x
💻 LocalExpress5.581s (-36.6% 🟢)6.012s (-35.2% 🟢)0.431s54.07x
💻 LocalNext.js (Turbopack)6.051s6.615s0.564s54.42x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.834s (-5.1% 🟢)6.892s (+1.1%)2.058s51.00x
▲ VercelExpress5.668s (-11.7% 🟢)8.135s (-0.5%)2.467s41.17x
▲ VercelNext.js (Turbopack)6.023s (-10.9% 🟢)7.650s (-10.5% 🟢)1.627s51.25x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.594s (-29.2% 🟢)1.024s (~)0.430s591.00x
💻 LocalNitro0.598s (-39.0% 🟢)1.005s (-8.2% 🟢)0.406s601.01x
🐘 PostgresNitro0.632s (-23.0% 🟢)1.024s (+1.7%)0.392s591.06x
💻 LocalExpress0.665s (-32.4% 🟢)1.095s (+1.8%)0.430s551.12x
🐘 PostgresNext.js (Turbopack)0.810s1.007s0.197s601.36x
💻 LocalNext.js (Turbopack)0.900s1.058s0.158s571.52x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.714s (-78.6% 🟢)6.608s (-72.5% 🟢)1.894s101.00x
▲ VercelNext.js (Turbopack)5.063s (-65.1% 🟢)6.698s (-58.4% 🟢)1.635s91.07x
▲ VercelExpress5.366s (-71.8% 🟢)7.203s (-66.2% 🟢)1.838s91.14x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.417s (-26.5% 🟢)2.008s (-4.4%)0.591s451.00x
🐘 PostgresExpress1.465s (-25.9% 🟢)2.101s (-7.0% 🟢)0.636s431.03x
💻 LocalNitro1.497s (-50.7% 🟢)2.006s (-46.6% 🟢)0.509s451.06x
💻 LocalExpress1.508s (-50.0% 🟢)2.006s (-44.1% 🟢)0.498s451.06x
🐘 PostgresNext.js (Turbopack)1.959s2.258s0.299s401.38x
💻 LocalNext.js (Turbopack)2.166s3.008s0.842s301.53x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro11.822s (-70.1% 🟢)14.078s (-65.9% 🟢)2.256s71.00x
▲ VercelExpress12.846s (-62.8% 🟢)15.128s (-58.9% 🟢)2.283s61.09x
▲ VercelNext.js (Turbopack)13.230s (-73.4% 🟢)15.246s (-70.5% 🟢)2.016s61.12x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.825s (-29.2% 🟢)3.253s (-25.5% 🟢)0.428s371.00x
🐘 PostgresNitro2.877s (-29.9% 🟢)3.194s (-30.6% 🟢)0.317s381.02x
💻 LocalNitro3.256s (-65.0% 🟢)4.010s (-60.0% 🟢)0.753s301.15x
💻 LocalExpress3.275s (-64.4% 🟢)4.009s (-60.0% 🟢)0.734s301.16x
🐘 PostgresNext.js (Turbopack)3.865s4.149s0.284s291.37x
💻 LocalNext.js (Turbopack)4.492s5.011s0.518s241.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro23.924s (-75.3% 🟢)26.326s (-73.3% 🟢)2.401s51.00x
▲ VercelExpress24.937s (-80.8% 🟢)27.094s (-79.5% 🟢)2.157s51.04x
▲ VercelNext.js (Turbopack)26.787s (-75.0% 🟢)29.648s (-72.8% 🟢)2.861s51.12x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.221s (-21.9% 🟢)1.006s (~)0.786s601.00x
🐘 PostgresNitro0.239s (-15.7% 🟢)1.006s (~)0.768s601.08x
🐘 PostgresNext.js (Turbopack)0.262s1.006s0.744s601.19x
💻 LocalExpress0.518s (-7.6% 🟢)1.095s (+9.1% 🔺)0.577s552.35x
💻 LocalNext.js (Turbopack)0.629s1.022s0.393s592.85x
💻 LocalNitro0.666s (+10.2% 🔺)1.205s (+18.0% 🔺)0.539s503.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.091s (+25.9% 🔺)3.873s (+15.6% 🔺)1.781s161.00x
▲ VercelNext.js (Turbopack)2.324s (+14.9% 🔺)4.032s (+6.3% 🔺)1.708s151.11x
▲ VercelExpress2.333s (+19.4% 🔺)4.336s (+19.2% 🔺)2.003s141.12x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.331s (-35.0% 🟢)1.006s (~)0.675s901.00x
🐘 PostgresNitro0.351s (-29.3% 🟢)1.007s (~)0.656s901.06x
🐘 PostgresNext.js (Turbopack)0.487s1.006s0.519s901.47x
💻 LocalNitro2.196s (-13.5% 🟢)2.853s (-5.2% 🟢)0.657s326.63x
💻 LocalExpress2.341s (-6.9% 🟢)2.854s (-5.2% 🟢)0.513s327.07x
💻 LocalNext.js (Turbopack)2.537s3.332s0.795s287.66x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.712s (+54.7% 🔺)6.476s (+34.7% 🔺)1.764s141.00x
▲ VercelNitro4.905s (+52.0% 🔺)6.577s (+36.4% 🔺)1.672s141.04x
▲ VercelNext.js (Turbopack)5.508s (+55.8% 🔺)7.294s (+40.5% 🔺)1.786s131.17x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.656s (-17.1% 🟢)1.007s (~)0.351s1201.00x
🐘 PostgresExpress0.674s (-17.7% 🟢)1.006s (-1.1%)0.332s1201.03x
🐘 PostgresNext.js (Turbopack)1.010s1.723s0.712s701.54x
💻 LocalNitro9.434s (-15.7% 🟢)10.027s (-14.0% 🟢)0.593s1214.39x
💻 LocalExpress9.662s (-13.7% 🟢)10.280s (-13.9% 🟢)0.618s1214.74x
💻 LocalNext.js (Turbopack)10.818s11.574s0.756s1116.50x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro11.728s (+51.9% 🔺)14.011s (+49.0% 🔺)2.283s91.00x
▲ VercelExpress12.415s (+67.3% 🔺)14.634s (+58.3% 🔺)2.219s91.06x
▲ VercelNext.js (Turbopack)15.558s (+50.6% 🔺)17.542s (+42.8% 🔺)1.984s81.33x

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

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.159s (+442.2% 🔺)2.005s (+99.6% 🔺)0.010s (-16.8% 🟢)2.018s (+98.0% 🔺)0.859s101.00x
💻 LocalExpress1.161s (+483.2% 🔺)2.005s (+99.6% 🔺)0.010s (-14.0% 🟢)2.018s (+98.2% 🔺)0.857s101.00x
🐘 PostgresExpress1.169s (+470.2% 🔺)2.000s (+100.2% 🔺)0.001s (-25.0% 🟢)2.011s (+98.8% 🔺)0.842s101.01x
🐘 PostgresNitro1.197s (+483.9% 🔺)2.001s (+100.2% 🔺)0.001s (-20.0% 🟢)2.010s (+98.8% 🔺)0.813s101.03x
💻 LocalNext.js (Turbopack)1.210s2.003s0.012s2.019s0.810s101.04x
🐘 PostgresNext.js (Turbopack)1.219s2.002s0.002s2.011s0.792s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.053s (-46.4% 🟢)3.263s (-38.2% 🟢)1.429s (+92.6% 🔺)5.203s (-19.7% 🟢)3.150s101.00x
▲ VercelNext.js (Turbopack)2.146s (-68.7% 🟢)3.310s (-61.7% 🟢)1.570s (+148.4% 🔺)5.403s (-44.8% 🟢)3.257s101.05x
▲ VercelExpress2.303s (-8.1% 🟢)3.568s (-12.8% 🟢)1.207s (+25.6% 🔺)5.300s (-5.2% 🟢)2.997s101.12x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.581s (+151.0% 🔺)2.007s (+99.4% 🔺)0.004s (+3.6%)2.025s (+98.0% 🔺)0.444s301.00x
💻 LocalExpress1.599s (+111.3% 🔺)2.010s (+95.4% 🔺)0.010s (+8.7% 🔺)2.023s (+94.5% 🔺)0.423s301.01x
🐘 PostgresNitro1.623s (+160.0% 🔺)2.006s (+99.3% 🔺)0.004s (-10.5% 🟢)2.024s (+98.0% 🔺)0.401s301.03x
💻 LocalNitro1.761s (+110.0% 🔺)2.011s (+98.7% 🔺)0.010s (+8.2% 🔺)2.202s (+97.3% 🔺)0.441s281.11x
🐘 PostgresNext.js (Turbopack)1.767s2.010s0.004s2.026s0.259s301.12x
💻 LocalNext.js (Turbopack)1.773s2.009s0.011s2.024s0.250s301.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.808s (-10.7% 🟢)7.305s (-8.8% 🟢)0.381s (-6.7% 🟢)8.230s (-6.8% 🟢)2.422s81.00x
▲ VercelNitro5.818s (-80.2% 🟢)7.268s (-76.4% 🟢)0.189s (+69.0% 🔺)7.938s (-75.0% 🟢)2.120s81.00x
▲ VercelNext.js (Turbopack)5.932s (-64.9% 🟢)7.300s (-60.0% 🟢)0.217s (+2.7%)8.032s (-57.6% 🟢)2.100s81.02x

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

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.677s (-29.6% 🟢)1.015s (-20.6% 🟢)0.000s (+91.7% 🔺)1.029s (-21.2% 🟢)0.352s601.00x
🐘 PostgresNitro0.734s (-24.3% 🟢)1.053s (-15.6% 🟢)0.000s (-15.8% 🟢)1.067s (-15.2% 🟢)0.333s571.08x
🐘 PostgresNext.js (Turbopack)0.862s1.154s0.000s1.164s0.302s521.27x
💻 LocalNitro1.402s (+14.7% 🔺)2.014s (~)0.001s (+433.3% 🔺)2.016s (~)0.614s302.07x
💻 LocalExpress1.463s (+19.4% 🔺)2.014s (~)0.001s (+50.0% 🔺)2.017s (~)0.554s302.16x
💻 LocalNext.js (Turbopack)1.719s2.014s0.000s2.191s0.472s292.54x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.462s (-7.4% 🟢)4.823s (-5.5% 🟢)0.000s (-100.0% 🟢)5.311s (-4.0%)1.849s121.00x
▲ VercelNitro3.665s (+20.1% 🔺)5.045s (+14.9% 🔺)0.000s (-100.0% 🟢)5.535s (+15.1% 🔺)1.870s111.06x
▲ VercelNext.js (Turbopack)3.932s (-61.4% 🟢)5.064s (-56.0% 🟢)0.000s (+Infinity% 🔺)5.635s (-53.2% 🟢)1.703s111.14x

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

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

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.402s (-20.9% 🟢)2.114s (-2.9%)0.000s (NaN%)2.147s (-2.4%)0.745s281.00x
🐘 PostgresNitro1.465s (-18.2% 🟢)2.105s (-1.7%)0.000s (+93.1% 🔺)2.113s (-2.8%)0.648s291.04x
🐘 PostgresNext.js (Turbopack)1.759s2.180s0.000s2.193s0.434s281.25x
💻 LocalNitro3.120s (-7.9% 🟢)3.903s (-3.2%)0.000s (-53.1% 🟢)3.905s (-3.3%)0.785s162.23x
💻 LocalNext.js (Turbopack)3.218s3.730s0.001s3.738s0.520s172.30x
💻 LocalExpress3.353s (-3.3%)3.964s (-1.7%)0.001s (-37.5% 🟢)3.968s (-1.7%)0.614s162.39x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.803s (+26.5% 🔺)7.367s (+22.3% 🔺)0.000s (NaN%)7.923s (+22.7% 🔺)2.119s81.00x
▲ VercelNitro44.098s (+977.2% 🔺)45.563s (+747.8% 🔺)0.001s (+175.0% 🔺)46.169s (+696.9% 🔺)2.071s87.60x
▲ VercelNext.js (Turbopack)56.546s (+906.8% 🔺)58.212s (+733.8% 🔺)0.000s (-100.0% 🟢)58.672s (+678.1% 🔺)2.126s69.74x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNitro13/21
🐘 PostgresExpress16/21
▲ VercelNitro13/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres15/21
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

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🧪 E2E Test Results

All tests passed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production126602191485
✅ 💻 Local Development167102191890
✅ 📦 Local Production167102191890
✅ 🐘 Local Postgres167102191890
✅ 🪟 Windows13500135
✅ 📋 Other7690176945
Total7183010528235

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro109026
✅ example109026
✅ express109026
✅ fastify109026
✅ hono109026
✅ nextjs-turbopack13302
✅ nextjs-webpack13302
✅ nitro109026
✅ nuxt109026
✅ sveltekit12807
✅ vite109026
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack13500
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable110025
✅ e2e-local-dev-tanstack-start-110025
✅ e2e-local-postgres-nest-stable110025
✅ e2e-local-postgres-tanstack-start-110025
✅ e2e-local-prod-nest-stable110025
✅ e2e-local-prod-tanstack-start-110025
✅ e2e-vercel-prod-tanstack-start109026

📋 View full workflow run

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Additional Suggestion:

Abort hook token mismatch throws terminal CorruptedEventLogError instead of retryable ReplayDivergenceError, bypassing the PR's new replay-divergence recovery/redrive mechanism

Fix on Vercel

@pranaygp
pranaygp marked this pull request as ready for review June 2, 2026 02:12
@pranaygp
pranaygp requested a review from a team as a code ownerJune 2, 2026 02:12
CopilotAI review requested due to automatic review settings June 2, 2026 02:12
@pranaygp
pranaygp enabled auto-merge (squash) June 2, 2026 02:13

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Pull request overview

This PR forward-ports the “replay divergence recovery” behavior into main by introducing a retryable replay-divergence signal and using it to queue bounded recovery replays before a run is marked as having a corrupted event log.

Changes:

  • Add ReplayDivergenceError / REPLAY_DIVERGENCE classification and propagate divergence state through the workflow invoke payload.
  • Update sleep/hook/step replay guards to emit ReplayDivergenceError (instead of immediately failing as CORRUPTED_EVENT_LOG).
  • Integrate bounded recovery replay redrives in the combined workflow runtime handler, plus docs + changeset.

Reviewed changes

Copilot reviewed 21 out of 21 changed files in this pull request and generated 2 comments.

Show a summary per file
FileDescription
packages/world/src/queue.tsExtends workflow invoke payload schema with replayDivergence recovery metadata.
packages/errors/src/index.tsAdds ReplayDivergenceError and an ERROR_SLUGS entry for documentation linking.
packages/errors/src/error-codes.tsIntroduces RUN_ERROR_CODES.REPLAY_DIVERGENCE.
packages/errors/src/replay-divergence-error.test.tsAdds unit test for the new error type/behavior.
packages/core/src/workflow/sleep.tsEmits ReplayDivergenceError for wait/sleep replay mismatches.
packages/core/src/workflow/sleep.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/workflow/hook.tsEmits ReplayDivergenceError for hook replay mismatches.
packages/core/src/workflow/hook.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/step.tsEmits ReplayDivergenceError for step replay mismatches.
packages/core/src/step.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/workflow.tsTreats replay divergence as a control-flow signal to be handled by the runtime.
packages/core/src/workflow.test.tsUpdates error message expectations for unconsumed events.
packages/core/src/runtime/constants.tsAdds REPLAY_DIVERGENCE_MAX_RETRIES.
packages/core/src/runtime.tsQueues bounded recovery replays for replay divergence and only fails as corrupted after budget exhaustion.
packages/core/src/runtime.test.tsAdds coverage for recovery replay behavior and terminal corruption after budget exhaustion.
packages/core/src/classify-error.tsMaps ReplayDivergenceError to RUN_ERROR_CODES.REPLAY_DIVERGENCE.
packages/core/src/classify-error.test.tsAdds classification test for REPLAY_DIVERGENCE.
docs/content/docs/v5/errors/replay-divergence.mdxDocuments replay divergence and automatic recovery behavior.
docs/content/docs/v5/errors/index.mdxAdds the replay-divergence card to the error docs index.
docs/content/docs/v5/errors/corrupted-event-log.mdxUpdates corrupted-event-log docs to reflect the new recovery-first behavior.
.changeset/replay-divergence-redelivery.mdPublishes patch bumps for core/errors/world for the new behavior.

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Comment threadpackages/errors/src/index.ts
Comment threaddocs/content/docs/v5/errors/corrupted-event-log.mdx
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Addressed the Vercel Agent abort-hook suggestion in 39a7b8525: abort hook token mismatches now raise ReplayDivergenceError with the event ID so they use the bounded recovery/redrive path. Added regression coverage in packages/core/src/abort-controller.test.ts.

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Added the v4 docs collection in 326c11b03. The stable runtime ships this recovery behavior for v4, while published docs are deployed from main, so v4 and v5 now both document replay-divergence recovery.

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pranaygp merged commit 2a3b11b into mainJun 2, 2026
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pranaygp deleted the pranaygp/codex/replay-divergence-recovery-main branch June 2, 2026 06:48
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No backport to stable for 2a3b11b (AI decision).

This commit is explicitly a forward-port of #2208 from stable to main, as stated in the PR body ("Forward-ports #2208 from stable to main"). The change already exists on stable, so backporting it would be redundant or conflict with the existing implementation there.

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

2a3b11bcb408f1aa071b0e37f0b2df614052acd1

TooTallNate added a commit that referenced this pull request Jun 3, 2026
…(diagnostic)
We are not observing any failed runs in CI even after many retries, which
means the REPLAY_DIVERGENCE recovery-replay redrive (#2208/#2212) is masking
real divergences: a subsequent redrive happens to read a consistent snapshot
and succeeds, so we lose the signal needed to understand why the log diverged.
Remove the recovery-replay redrive so the first ReplayDivergenceError fails
the run as a terminal CORRUPTED_EVENT_LOG. Combined with the per-replay event
log logging, this makes every divergence immediately visible and lets us
capture the exact diverging event log for investigation.
This is intentionally aggressive for diagnosis; the recovery budget
(REPLAY_DIVERGENCE_MAX_RETRIES) is left defined and can be reinstated once the
root cause is understood. Updates the two runtime tests that asserted the
redrive behavior to assert immediate failure.
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@pranaygp@VaguelySerious
, '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); } })(); })(); Retry replay divergence before failing event logs by pranaygp · Pull Request #2212 · vercel/workflow · GitHub
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Retry replay divergence before failing event logs - #2212

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pranaygp merged 3 commits into
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pranaygp/codex/replay-divergence-recovery-main
Jun 2, 2026
Merged

Retry replay divergence before failing event logs#2212
pranaygp merged 3 commits into
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pranaygp/codex/replay-divergence-recovery-main

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Summary

  • Forward-ports Retry replay divergence before failing event logs #2208 from stable to main.
  • Classifies transient replay path mismatches as REPLAY_DIVERGENCE, redrives up to three recovery replays, and only persists CORRUPTED_EVENT_LOG after that recovery budget is exhausted.
  • Integrates the recovery policy into main's combined workflow handler and retains its newer error serialization/runtime behavior.

Validation

  • pnpm --filter '@workflow/core...' build (Node v22.18.0)
  • pnpm --filter @workflow/core test (1084 passing)
  • pnpm --filter @workflow/errors test (37 passing)
  • pnpm exec biome format $(git diff --name-only origin-https/main...HEAD -- packages | rg '\.ts$')
  • git diff --check origin-https/main...HEAD

Note

pnpm lint currently reports existing repository-wide diagnostics outside this port, including .github scripts, generated docs/.source files, and pre-existing lint findings in touched source files. The changed TypeScript files pass the formatter check above.

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🦋 Changeset detected

Latest commit: 326c11b

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

This PR includes changesets to release 21 packages
NameType
@workflow/corePatch
@workflow/errorsPatch
@workflow/worldPatch
@workflow/buildersPatch
@workflow/cliPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
@workflow/webPatch
workflowPatch
@workflow/world-testingPatch
@workflow/world-localPatch
@workflow/world-postgresPatch
@workflow/world-vercelPatch
@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

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📊 Benchmark Results

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

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.042s (-4.7%)1.006s (~)0.963s101.00x
💻 LocalNitro0.043s (~)1.005s (~)0.962s101.02x
🐘 PostgresExpress0.057s (-1.7%)1.012s (~)0.955s101.35x
🐘 PostgresNitro0.060s (-36.8% 🟢)1.012s (-2.9%)0.952s101.43x
💻 LocalNext.js (Turbopack)0.064s1.006s0.942s101.53x
🐘 PostgresNext.js (Turbopack)0.069s1.011s0.943s101.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro0.250s (-39.0% 🟢)2.440s (-2.7%)2.191s101.00x
▲ VercelNext.js (Turbopack)0.288s (+14.4% 🔺)2.456s (+5.3% 🔺)2.168s101.15x
▲ VercelExpress0.322s (+36.9% 🔺)2.125s (-0.5%)1.802s101.29x

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

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.090s (-3.7%)2.008s (~)0.918s101.00x
💻 LocalExpress1.105s (-1.8%)2.007s (~)0.902s101.01x
🐘 PostgresExpress1.105s (-3.6%)2.011s (~)0.907s101.01x
🐘 PostgresNitro1.117s (-2.0%)2.011s (~)0.894s101.02x
💻 LocalNext.js (Turbopack)1.133s2.007s0.874s101.04x
🐘 PostgresNext.js (Turbopack)1.140s2.009s0.869s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.613s (-20.7% 🟢)3.467s (-9.5% 🟢)1.854s101.00x
▲ VercelNitro1.669s (-57.1% 🟢)3.624s (-38.7% 🟢)1.955s101.03x
▲ VercelExpress1.839s (-1.9%)3.799s (~)1.960s101.14x

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

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro10.507s (-4.0%)11.023s (~)0.516s31.00x
💻 LocalExpress10.508s (-3.8%)11.023s (~)0.515s31.00x
🐘 PostgresExpress10.574s (-3.6%)11.021s (~)0.447s31.01x
🐘 PostgresNitro10.671s (-1.8%)11.021s (~)0.349s31.02x
🐘 PostgresNext.js (Turbopack)10.796s11.022s0.226s31.03x
💻 LocalNext.js (Turbopack)10.801s11.022s0.221s31.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)13.406s (-22.6% 🟢)14.997s (-22.7% 🟢)1.591s31.00x
▲ VercelExpress13.834s (-18.5% 🟢)15.647s (-21.8% 🟢)1.813s21.03x
▲ VercelNitro14.207s (-40.1% 🟢)16.288s (-35.1% 🟢)2.081s21.06x

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

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express13.718s (-8.4% 🟢)14.026s (-6.7% 🟢)0.308s51.00x
💻 LocalNitro13.824s (-8.2% 🟢)14.027s (-12.5% 🟢)0.204s51.01x
🐘 PostgresExpress13.903s (-4.7%)14.019s (-6.7% 🟢)0.116s51.01x
🐘 PostgresNitro14.056s (-3.7%)14.418s (-4.1%)0.362s51.02x
🐘 PostgresNext.js (Turbopack)14.345s15.015s0.670s41.05x
💻 LocalNext.js (Turbopack)14.579s15.030s0.451s41.06x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro19.911s (-69.1% 🟢)22.197s (-66.7% 🟢)2.287s31.00x
▲ VercelNext.js (Turbopack)20.718s (-60.6% 🟢)22.928s (-58.0% 🟢)2.210s31.04x
▲ VercelExpress22.625s (-55.0% 🟢)24.499s (-53.4% 🟢)1.874s31.14x

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

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro12.372s (-26.3% 🟢)13.025s (-23.5% 🟢)0.653s71.00x
💻 LocalExpress12.405s (-25.3% 🟢)13.026s (-23.5% 🟢)0.621s71.00x
🐘 PostgresExpress12.534s (-10.5% 🟢)13.019s (-10.8% 🟢)0.485s71.01x
🐘 PostgresNitro12.663s (-9.3% 🟢)13.020s (-9.0% 🟢)0.357s71.02x
💻 LocalNext.js (Turbopack)13.820s14.171s0.351s71.12x
🐘 PostgresNext.js (Turbopack)13.865s14.158s0.294s71.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro26.268s (-93.8% 🟢)28.781s (-93.2% 🟢)2.513s41.00x
▲ VercelNext.js (Turbopack)27.564s (-93.0% 🟢)30.181s (-92.4% 🟢)2.617s31.05x
▲ VercelExpress33.575s (-72.3% 🟢)35.937s (-70.9% 🟢)2.362s31.28x

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

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.188s (-5.8% 🟢)2.008s (~)0.820s151.00x
🐘 PostgresNitro1.200s (-5.8% 🟢)2.009s (~)0.809s151.01x
💻 LocalExpress1.213s (-18.5% 🟢)2.006s (~)0.793s151.02x
🐘 PostgresNext.js (Turbopack)1.223s2.008s0.784s151.03x
💻 LocalNitro1.256s (-23.0% 🟢)2.005s (-3.3%)0.749s151.06x
💻 LocalNext.js (Turbopack)1.309s2.007s0.698s151.10x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.466s (-12.5% 🟢)3.989s (-7.7% 🟢)1.522s81.00x
▲ VercelExpress2.653s (-7.2% 🟢)4.633s (~)1.980s71.08x
▲ VercelNext.js (Turbopack)3.002s (-11.6% 🟢)4.604s (-6.7% 🟢)1.601s71.22x

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

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.236s (-47.4% 🟢)2.006s (-33.3% 🟢)0.770s151.00x
🐘 PostgresExpress1.260s (-46.6% 🟢)2.007s (-33.3% 🟢)0.747s151.02x
🐘 PostgresNext.js (Turbopack)1.364s2.006s0.642s151.10x
💻 LocalExpress1.722s (-41.7% 🟢)2.006s (-41.9% 🟢)0.283s151.39x
💻 LocalNitro1.725s (-45.1% 🟢)2.006s (-48.4% 🟢)0.281s151.40x
💻 LocalNext.js (Turbopack)1.786s2.073s0.287s151.44x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.381s (-6.6% 🟢)5.304s (+3.8%)1.924s61.00x
▲ VercelNext.js (Turbopack)3.510s (-50.6% 🟢)5.098s (-42.8% 🟢)1.587s61.04x
▲ VercelNitro4.138s (+2.1%)5.988s (+1.1%)1.850s61.22x

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

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.371s (-60.6% 🟢)2.008s (-49.9% 🟢)0.637s151.00x
🐘 PostgresExpress1.439s (-58.7% 🟢)2.007s (-49.9% 🟢)0.569s151.05x
🐘 PostgresNext.js (Turbopack)1.670s2.223s0.553s141.22x
💻 LocalExpress4.709s (-43.5% 🟢)5.345s (-40.8% 🟢)0.635s63.43x
💻 LocalNext.js (Turbopack)4.914s5.347s0.433s63.58x
💻 LocalNitro4.927s (-41.0% 🟢)5.344s (-40.8% 🟢)0.418s63.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro5.104s (+44.8% 🔺)7.273s (+31.4% 🔺)2.169s51.00x
▲ VercelNext.js (Turbopack)5.365s (-39.8% 🟢)7.747s (-29.3% 🟢)2.382s41.05x
▲ VercelExpress5.637s (+33.0% 🔺)7.952s (+29.8% 🔺)2.315s51.10x

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

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.183s (-5.9% 🟢)2.009s (~)0.826s151.00x
🐘 PostgresNitro1.189s (-5.4% 🟢)2.009s (~)0.820s151.00x
🐘 PostgresNext.js (Turbopack)1.232s2.009s0.777s151.04x
💻 LocalNext.js (Turbopack)1.387s2.006s0.620s151.17x
💻 LocalNitro1.507s (-19.2% 🟢)2.006s (-14.3% 🟢)0.499s151.27x
💻 LocalExpress1.524s (-19.5% 🟢)2.006s (-15.1% 🟢)0.483s151.29x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.492s (-3.5%)4.103s (-5.7% 🟢)1.611s81.00x
▲ VercelNext.js (Turbopack)2.645s (-9.8% 🟢)4.655s (~)2.010s71.06x
▲ VercelNitro3.084s (+25.4% 🔺)4.461s (+7.0% 🔺)1.377s71.24x

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

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.260s (-46.2% 🟢)2.011s (-33.2% 🟢)0.751s151.00x
🐘 PostgresNitro1.265s (-45.9% 🟢)2.009s (-33.2% 🟢)0.745s151.00x
🐘 PostgresNext.js (Turbopack)1.378s2.008s0.630s151.09x
💻 LocalNitro1.908s (-37.7% 🟢)2.316s (-40.4% 🟢)0.408s131.51x
💻 LocalExpress1.997s (-36.2% 🟢)2.393s (-36.4% 🟢)0.395s131.59x
💻 LocalNext.js (Turbopack)2.082s2.827s0.745s111.65x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.193s (-1.2%)5.001s (-1.5%)1.808s61.00x
▲ VercelExpress3.631s (+13.7% 🔺)5.283s (+10.2% 🔺)1.652s61.14x
▲ VercelNext.js (Turbopack)5.405s (+72.0% 🔺)7.049s (+55.9% 🔺)1.644s51.69x

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

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.370s (-60.6% 🟢)2.008s (-49.9% 🟢)0.638s151.00x
🐘 PostgresExpress1.397s (-60.1% 🟢)2.008s (-49.9% 🟢)0.611s151.02x
🐘 PostgresNext.js (Turbopack)1.665s2.075s0.410s151.22x
💻 LocalNitro5.512s (-39.7% 🟢)6.014s (-40.0% 🟢)0.502s64.02x
💻 LocalExpress5.581s (-36.6% 🟢)6.012s (-35.2% 🟢)0.431s54.07x
💻 LocalNext.js (Turbopack)6.051s6.615s0.564s54.42x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.834s (-5.1% 🟢)6.892s (+1.1%)2.058s51.00x
▲ VercelExpress5.668s (-11.7% 🟢)8.135s (-0.5%)2.467s41.17x
▲ VercelNext.js (Turbopack)6.023s (-10.9% 🟢)7.650s (-10.5% 🟢)1.627s51.25x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.594s (-29.2% 🟢)1.024s (~)0.430s591.00x
💻 LocalNitro0.598s (-39.0% 🟢)1.005s (-8.2% 🟢)0.406s601.01x
🐘 PostgresNitro0.632s (-23.0% 🟢)1.024s (+1.7%)0.392s591.06x
💻 LocalExpress0.665s (-32.4% 🟢)1.095s (+1.8%)0.430s551.12x
🐘 PostgresNext.js (Turbopack)0.810s1.007s0.197s601.36x
💻 LocalNext.js (Turbopack)0.900s1.058s0.158s571.52x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.714s (-78.6% 🟢)6.608s (-72.5% 🟢)1.894s101.00x
▲ VercelNext.js (Turbopack)5.063s (-65.1% 🟢)6.698s (-58.4% 🟢)1.635s91.07x
▲ VercelExpress5.366s (-71.8% 🟢)7.203s (-66.2% 🟢)1.838s91.14x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.417s (-26.5% 🟢)2.008s (-4.4%)0.591s451.00x
🐘 PostgresExpress1.465s (-25.9% 🟢)2.101s (-7.0% 🟢)0.636s431.03x
💻 LocalNitro1.497s (-50.7% 🟢)2.006s (-46.6% 🟢)0.509s451.06x
💻 LocalExpress1.508s (-50.0% 🟢)2.006s (-44.1% 🟢)0.498s451.06x
🐘 PostgresNext.js (Turbopack)1.959s2.258s0.299s401.38x
💻 LocalNext.js (Turbopack)2.166s3.008s0.842s301.53x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro11.822s (-70.1% 🟢)14.078s (-65.9% 🟢)2.256s71.00x
▲ VercelExpress12.846s (-62.8% 🟢)15.128s (-58.9% 🟢)2.283s61.09x
▲ VercelNext.js (Turbopack)13.230s (-73.4% 🟢)15.246s (-70.5% 🟢)2.016s61.12x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.825s (-29.2% 🟢)3.253s (-25.5% 🟢)0.428s371.00x
🐘 PostgresNitro2.877s (-29.9% 🟢)3.194s (-30.6% 🟢)0.317s381.02x
💻 LocalNitro3.256s (-65.0% 🟢)4.010s (-60.0% 🟢)0.753s301.15x
💻 LocalExpress3.275s (-64.4% 🟢)4.009s (-60.0% 🟢)0.734s301.16x
🐘 PostgresNext.js (Turbopack)3.865s4.149s0.284s291.37x
💻 LocalNext.js (Turbopack)4.492s5.011s0.518s241.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro23.924s (-75.3% 🟢)26.326s (-73.3% 🟢)2.401s51.00x
▲ VercelExpress24.937s (-80.8% 🟢)27.094s (-79.5% 🟢)2.157s51.04x
▲ VercelNext.js (Turbopack)26.787s (-75.0% 🟢)29.648s (-72.8% 🟢)2.861s51.12x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.221s (-21.9% 🟢)1.006s (~)0.786s601.00x
🐘 PostgresNitro0.239s (-15.7% 🟢)1.006s (~)0.768s601.08x
🐘 PostgresNext.js (Turbopack)0.262s1.006s0.744s601.19x
💻 LocalExpress0.518s (-7.6% 🟢)1.095s (+9.1% 🔺)0.577s552.35x
💻 LocalNext.js (Turbopack)0.629s1.022s0.393s592.85x
💻 LocalNitro0.666s (+10.2% 🔺)1.205s (+18.0% 🔺)0.539s503.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.091s (+25.9% 🔺)3.873s (+15.6% 🔺)1.781s161.00x
▲ VercelNext.js (Turbopack)2.324s (+14.9% 🔺)4.032s (+6.3% 🔺)1.708s151.11x
▲ VercelExpress2.333s (+19.4% 🔺)4.336s (+19.2% 🔺)2.003s141.12x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.331s (-35.0% 🟢)1.006s (~)0.675s901.00x
🐘 PostgresNitro0.351s (-29.3% 🟢)1.007s (~)0.656s901.06x
🐘 PostgresNext.js (Turbopack)0.487s1.006s0.519s901.47x
💻 LocalNitro2.196s (-13.5% 🟢)2.853s (-5.2% 🟢)0.657s326.63x
💻 LocalExpress2.341s (-6.9% 🟢)2.854s (-5.2% 🟢)0.513s327.07x
💻 LocalNext.js (Turbopack)2.537s3.332s0.795s287.66x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.712s (+54.7% 🔺)6.476s (+34.7% 🔺)1.764s141.00x
▲ VercelNitro4.905s (+52.0% 🔺)6.577s (+36.4% 🔺)1.672s141.04x
▲ VercelNext.js (Turbopack)5.508s (+55.8% 🔺)7.294s (+40.5% 🔺)1.786s131.17x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.656s (-17.1% 🟢)1.007s (~)0.351s1201.00x
🐘 PostgresExpress0.674s (-17.7% 🟢)1.006s (-1.1%)0.332s1201.03x
🐘 PostgresNext.js (Turbopack)1.010s1.723s0.712s701.54x
💻 LocalNitro9.434s (-15.7% 🟢)10.027s (-14.0% 🟢)0.593s1214.39x
💻 LocalExpress9.662s (-13.7% 🟢)10.280s (-13.9% 🟢)0.618s1214.74x
💻 LocalNext.js (Turbopack)10.818s11.574s0.756s1116.50x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro11.728s (+51.9% 🔺)14.011s (+49.0% 🔺)2.283s91.00x
▲ VercelExpress12.415s (+67.3% 🔺)14.634s (+58.3% 🔺)2.219s91.06x
▲ VercelNext.js (Turbopack)15.558s (+50.6% 🔺)17.542s (+42.8% 🔺)1.984s81.33x

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

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.159s (+442.2% 🔺)2.005s (+99.6% 🔺)0.010s (-16.8% 🟢)2.018s (+98.0% 🔺)0.859s101.00x
💻 LocalExpress1.161s (+483.2% 🔺)2.005s (+99.6% 🔺)0.010s (-14.0% 🟢)2.018s (+98.2% 🔺)0.857s101.00x
🐘 PostgresExpress1.169s (+470.2% 🔺)2.000s (+100.2% 🔺)0.001s (-25.0% 🟢)2.011s (+98.8% 🔺)0.842s101.01x
🐘 PostgresNitro1.197s (+483.9% 🔺)2.001s (+100.2% 🔺)0.001s (-20.0% 🟢)2.010s (+98.8% 🔺)0.813s101.03x
💻 LocalNext.js (Turbopack)1.210s2.003s0.012s2.019s0.810s101.04x
🐘 PostgresNext.js (Turbopack)1.219s2.002s0.002s2.011s0.792s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.053s (-46.4% 🟢)3.263s (-38.2% 🟢)1.429s (+92.6% 🔺)5.203s (-19.7% 🟢)3.150s101.00x
▲ VercelNext.js (Turbopack)2.146s (-68.7% 🟢)3.310s (-61.7% 🟢)1.570s (+148.4% 🔺)5.403s (-44.8% 🟢)3.257s101.05x
▲ VercelExpress2.303s (-8.1% 🟢)3.568s (-12.8% 🟢)1.207s (+25.6% 🔺)5.300s (-5.2% 🟢)2.997s101.12x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.581s (+151.0% 🔺)2.007s (+99.4% 🔺)0.004s (+3.6%)2.025s (+98.0% 🔺)0.444s301.00x
💻 LocalExpress1.599s (+111.3% 🔺)2.010s (+95.4% 🔺)0.010s (+8.7% 🔺)2.023s (+94.5% 🔺)0.423s301.01x
🐘 PostgresNitro1.623s (+160.0% 🔺)2.006s (+99.3% 🔺)0.004s (-10.5% 🟢)2.024s (+98.0% 🔺)0.401s301.03x
💻 LocalNitro1.761s (+110.0% 🔺)2.011s (+98.7% 🔺)0.010s (+8.2% 🔺)2.202s (+97.3% 🔺)0.441s281.11x
🐘 PostgresNext.js (Turbopack)1.767s2.010s0.004s2.026s0.259s301.12x
💻 LocalNext.js (Turbopack)1.773s2.009s0.011s2.024s0.250s301.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.808s (-10.7% 🟢)7.305s (-8.8% 🟢)0.381s (-6.7% 🟢)8.230s (-6.8% 🟢)2.422s81.00x
▲ VercelNitro5.818s (-80.2% 🟢)7.268s (-76.4% 🟢)0.189s (+69.0% 🔺)7.938s (-75.0% 🟢)2.120s81.00x
▲ VercelNext.js (Turbopack)5.932s (-64.9% 🟢)7.300s (-60.0% 🟢)0.217s (+2.7%)8.032s (-57.6% 🟢)2.100s81.02x

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

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.677s (-29.6% 🟢)1.015s (-20.6% 🟢)0.000s (+91.7% 🔺)1.029s (-21.2% 🟢)0.352s601.00x
🐘 PostgresNitro0.734s (-24.3% 🟢)1.053s (-15.6% 🟢)0.000s (-15.8% 🟢)1.067s (-15.2% 🟢)0.333s571.08x
🐘 PostgresNext.js (Turbopack)0.862s1.154s0.000s1.164s0.302s521.27x
💻 LocalNitro1.402s (+14.7% 🔺)2.014s (~)0.001s (+433.3% 🔺)2.016s (~)0.614s302.07x
💻 LocalExpress1.463s (+19.4% 🔺)2.014s (~)0.001s (+50.0% 🔺)2.017s (~)0.554s302.16x
💻 LocalNext.js (Turbopack)1.719s2.014s0.000s2.191s0.472s292.54x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.462s (-7.4% 🟢)4.823s (-5.5% 🟢)0.000s (-100.0% 🟢)5.311s (-4.0%)1.849s121.00x
▲ VercelNitro3.665s (+20.1% 🔺)5.045s (+14.9% 🔺)0.000s (-100.0% 🟢)5.535s (+15.1% 🔺)1.870s111.06x
▲ VercelNext.js (Turbopack)3.932s (-61.4% 🟢)5.064s (-56.0% 🟢)0.000s (+Infinity% 🔺)5.635s (-53.2% 🟢)1.703s111.14x

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

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

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.402s (-20.9% 🟢)2.114s (-2.9%)0.000s (NaN%)2.147s (-2.4%)0.745s281.00x
🐘 PostgresNitro1.465s (-18.2% 🟢)2.105s (-1.7%)0.000s (+93.1% 🔺)2.113s (-2.8%)0.648s291.04x
🐘 PostgresNext.js (Turbopack)1.759s2.180s0.000s2.193s0.434s281.25x
💻 LocalNitro3.120s (-7.9% 🟢)3.903s (-3.2%)0.000s (-53.1% 🟢)3.905s (-3.3%)0.785s162.23x
💻 LocalNext.js (Turbopack)3.218s3.730s0.001s3.738s0.520s172.30x
💻 LocalExpress3.353s (-3.3%)3.964s (-1.7%)0.001s (-37.5% 🟢)3.968s (-1.7%)0.614s162.39x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.803s (+26.5% 🔺)7.367s (+22.3% 🔺)0.000s (NaN%)7.923s (+22.7% 🔺)2.119s81.00x
▲ VercelNitro44.098s (+977.2% 🔺)45.563s (+747.8% 🔺)0.001s (+175.0% 🔺)46.169s (+696.9% 🔺)2.071s87.60x
▲ VercelNext.js (Turbopack)56.546s (+906.8% 🔺)58.212s (+733.8% 🔺)0.000s (-100.0% 🟢)58.672s (+678.1% 🔺)2.126s69.74x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNitro13/21
🐘 PostgresExpress16/21
▲ VercelNitro13/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres15/21
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)

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github-actionsBot commented Jun 2, 2026

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🧪 E2E Test Results

All tests passed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production126602191485
✅ 💻 Local Development167102191890
✅ 📦 Local Production167102191890
✅ 🐘 Local Postgres167102191890
✅ 🪟 Windows13500135
✅ 📋 Other7690176945
Total7183010528235

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro109026
✅ example109026
✅ express109026
✅ fastify109026
✅ hono109026
✅ nextjs-turbopack13302
✅ nextjs-webpack13302
✅ nitro109026
✅ nuxt109026
✅ sveltekit12807
✅ vite109026
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable110025
✅ express-stable110025
✅ fastify-stable110025
✅ hono-stable110025
✅ nextjs-turbopack-canary116019
✅ nextjs-turbopack-stable-lazy-discovery-disabled13500
✅ nextjs-turbopack-stable-lazy-discovery-enabled13500
✅ nextjs-webpack-canary116019
✅ nextjs-webpack-stable-lazy-discovery-disabled13500
✅ nextjs-webpack-stable-lazy-discovery-enabled13500
✅ nitro-stable110025
✅ nuxt-stable110025
✅ sveltekit-stable12906
✅ vite-stable110025
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack13500
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable110025
✅ e2e-local-dev-tanstack-start-110025
✅ e2e-local-postgres-nest-stable110025
✅ e2e-local-postgres-tanstack-start-110025
✅ e2e-local-prod-nest-stable110025
✅ e2e-local-prod-tanstack-start-110025
✅ e2e-vercel-prod-tanstack-start109026

📋 View full workflow run

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Additional Suggestion:

Abort hook token mismatch throws terminal CorruptedEventLogError instead of retryable ReplayDivergenceError, bypassing the PR's new replay-divergence recovery/redrive mechanism

Fix on Vercel

@pranaygp
pranaygp marked this pull request as ready for review June 2, 2026 02:12
@pranaygp
pranaygp requested a review from a team as a code ownerJune 2, 2026 02:12
CopilotAI review requested due to automatic review settings June 2, 2026 02:12
@pranaygp
pranaygp enabled auto-merge (squash) June 2, 2026 02:13

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Pull request overview

This PR forward-ports the “replay divergence recovery” behavior into main by introducing a retryable replay-divergence signal and using it to queue bounded recovery replays before a run is marked as having a corrupted event log.

Changes:

  • Add ReplayDivergenceError / REPLAY_DIVERGENCE classification and propagate divergence state through the workflow invoke payload.
  • Update sleep/hook/step replay guards to emit ReplayDivergenceError (instead of immediately failing as CORRUPTED_EVENT_LOG).
  • Integrate bounded recovery replay redrives in the combined workflow runtime handler, plus docs + changeset.

Reviewed changes

Copilot reviewed 21 out of 21 changed files in this pull request and generated 2 comments.

Show a summary per file
FileDescription
packages/world/src/queue.tsExtends workflow invoke payload schema with replayDivergence recovery metadata.
packages/errors/src/index.tsAdds ReplayDivergenceError and an ERROR_SLUGS entry for documentation linking.
packages/errors/src/error-codes.tsIntroduces RUN_ERROR_CODES.REPLAY_DIVERGENCE.
packages/errors/src/replay-divergence-error.test.tsAdds unit test for the new error type/behavior.
packages/core/src/workflow/sleep.tsEmits ReplayDivergenceError for wait/sleep replay mismatches.
packages/core/src/workflow/sleep.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/workflow/hook.tsEmits ReplayDivergenceError for hook replay mismatches.
packages/core/src/workflow/hook.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/step.tsEmits ReplayDivergenceError for step replay mismatches.
packages/core/src/step.test.tsUpdates assertions/messages to expect replay divergence instead of corrupted logs.
packages/core/src/workflow.tsTreats replay divergence as a control-flow signal to be handled by the runtime.
packages/core/src/workflow.test.tsUpdates error message expectations for unconsumed events.
packages/core/src/runtime/constants.tsAdds REPLAY_DIVERGENCE_MAX_RETRIES.
packages/core/src/runtime.tsQueues bounded recovery replays for replay divergence and only fails as corrupted after budget exhaustion.
packages/core/src/runtime.test.tsAdds coverage for recovery replay behavior and terminal corruption after budget exhaustion.
packages/core/src/classify-error.tsMaps ReplayDivergenceError to RUN_ERROR_CODES.REPLAY_DIVERGENCE.
packages/core/src/classify-error.test.tsAdds classification test for REPLAY_DIVERGENCE.
docs/content/docs/v5/errors/replay-divergence.mdxDocuments replay divergence and automatic recovery behavior.
docs/content/docs/v5/errors/index.mdxAdds the replay-divergence card to the error docs index.
docs/content/docs/v5/errors/corrupted-event-log.mdxUpdates corrupted-event-log docs to reflect the new recovery-first behavior.
.changeset/replay-divergence-redelivery.mdPublishes patch bumps for core/errors/world for the new behavior.

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Comment threadpackages/errors/src/index.ts
Comment threaddocs/content/docs/v5/errors/corrupted-event-log.mdx
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Addressed the Vercel Agent abort-hook suggestion in 39a7b8525: abort hook token mismatches now raise ReplayDivergenceError with the event ID so they use the bounded recovery/redrive path. Added regression coverage in packages/core/src/abort-controller.test.ts.

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Added the v4 docs collection in 326c11b03. The stable runtime ships this recovery behavior for v4, while published docs are deployed from main, so v4 and v5 now both document replay-divergence recovery.

@pranaygp
pranaygp merged commit 2a3b11b into mainJun 2, 2026
214 of 234 checks passed
@pranaygp
pranaygp deleted the pranaygp/codex/replay-divergence-recovery-main branch June 2, 2026 06:48
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No backport to stable for 2a3b11b (AI decision).

This commit is explicitly a forward-port of #2208 from stable to main, as stated in the PR body ("Forward-ports #2208 from stable to main"). The change already exists on stable, so backporting it would be redundant or conflict with the existing implementation there.

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

2a3b11bcb408f1aa071b0e37f0b2df614052acd1

TooTallNate added a commit that referenced this pull request Jun 3, 2026
…(diagnostic)
We are not observing any failed runs in CI even after many retries, which
means the REPLAY_DIVERGENCE recovery-replay redrive (#2208/#2212) is masking
real divergences: a subsequent redrive happens to read a consistent snapshot
and succeeds, so we lose the signal needed to understand why the log diverged.
Remove the recovery-replay redrive so the first ReplayDivergenceError fails
the run as a terminal CORRUPTED_EVENT_LOG. Combined with the per-replay event
log logging, this makes every divergence immediately visible and lets us
capture the exact diverging event log for investigation.
This is intentionally aggressive for diagnosis; the recovery budget
(REPLAY_DIVERGENCE_MAX_RETRIES) is left defined and can be reinstated once the
root cause is understood. Updates the two runtime tests that asserted the
redrive behavior to assert immediate failure.
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3 participants

@pranaygp@VaguelySerious