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[ci] Backport workflow: fix Opus model slug (claude-opus-4.8) - #2403

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VaguelySerious merged 1 commit into
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Jun 13, 2026
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[ci] Backport workflow: fix Opus model slug (claude-opus-4.8)#2403
VaguelySerious merged 1 commit into
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peter/backport-fix-model-slug

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What

Fixes the AI model slug in .github/workflows/backport.yml: anthropic/claude-opus-4-8anthropic/claude-opus-4.8 (dot in the version).

Why

The previous PR (#2400) switched the model to claude-opus-4-8, but the Vercel AI Gateway exposes Opus 4.8 as anthropic/claude-opus-4.8 (see https://ai-gateway.vercel.sh/v1/models). The dashed form 404s with ProviderModelNotFoundError: Model not found: vercel/anthropic/claude-opus-4-8 — the same failure class as the old claude-fable-5.

This was masked at first because:

  • On workflow_dispatch, the decision step short-circuits (forces yes, never calls opencode).
  • A clean cherry-pick skips the conflict-resolver, so opencode is never invoked.

So the model is only exercised when a backport hits a real cherry-pick conflict — which is exactly when the 404 showed up (re-running the esbuild backport #2395).

Verification

Confirmed the valid slug against the gateway's public model list:

$ curl -s https://ai-gateway.vercel.sh/v1/models | ... grep opus
anthropic/claude-opus-4
anthropic/claude-opus-4.1
anthropic/claude-opus-4.5
anthropic/claude-opus-4.6
anthropic/claude-opus-4.7
anthropic/claude-opus-4.8

CI-only change → empty changeset.

🤖 Generated with Claude Code

The Vercel AI Gateway exposes Opus 4.8 as `anthropic/claude-opus-4.8`
(dot in the version). The dashed form `claude-opus-4-8` 404s with
ProviderModelNotFoundError, which only surfaced on backports that hit a
cherry-pick conflict (the decision step short-circuits on workflow_dispatch
and clean cherry-picks never invoke opencode).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@VaguelySerious
VaguelySerious requested a review from a team as a code ownerJune 13, 2026 17:59
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🦋 Changeset detected

Latest commit: 8d8f512

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

This PR includes changesets to release 0 packages

When changesets are added to this PR, you'll see the packages that this PR includes changesets for and the associated semver types

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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🧪 E2E Test Results

All tests passed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production144202191661
✅ 💻 Local Development174402191963
✅ 📦 Local Production189502192114
✅ 🐘 Local Postgres188102332114
✅ 🪟 Windows15100151
✅ 📋 Other87901781057
Total7992010689060

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro125026
✅ example125026
✅ express125026
✅ fastify125026
✅ hono125026
✅ nextjs-turbopack14902
✅ nextjs-webpack14902
✅ nitro125026
✅ nuxt125026
✅ sveltekit14407
✅ vite125026
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable126025
✅ express-stable126025
✅ fastify-stable126025
✅ hono-stable126025
✅ nextjs-turbopack-canary132019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15100
✅ nextjs-turbopack-stable-lazy-discovery-enabled15100
✅ nextjs-webpack-canary132019
✅ nextjs-webpack-stable-lazy-discovery-enabled15100
✅ nitro-stable126025
✅ nuxt-stable126025
✅ sveltekit-stable14506
✅ vite-stable126025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable126025
✅ express-stable126025
✅ fastify-stable126025
✅ hono-stable126025
✅ nextjs-turbopack-canary132019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15100
✅ nextjs-turbopack-stable-lazy-discovery-enabled15100
✅ nextjs-webpack-canary132019
✅ nextjs-webpack-stable-lazy-discovery-disabled15100
✅ nextjs-webpack-stable-lazy-discovery-enabled15100
✅ nitro-stable126025
✅ nuxt-stable126025
✅ sveltekit-stable14506
✅ vite-stable126025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable125026
✅ express-stable125026
✅ fastify-stable125026
✅ hono-stable125026
✅ nextjs-turbopack-canary131020
✅ nextjs-turbopack-stable-lazy-discovery-disabled15001
✅ nextjs-turbopack-stable-lazy-discovery-enabled15001
✅ nextjs-webpack-canary131020
✅ nextjs-webpack-stable-lazy-discovery-disabled15001
✅ nextjs-webpack-stable-lazy-discovery-enabled15001
✅ nitro-stable125026
✅ nuxt-stable125026
✅ sveltekit-stable14407
✅ vite-stable125026
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack15100
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable126025
✅ e2e-local-dev-tanstack-start-126025
✅ e2e-local-postgres-nest-stable125026
✅ e2e-local-postgres-tanstack-start-125026
✅ e2e-local-prod-nest-stable126025
✅ e2e-local-prod-tanstack-start-126025
✅ e2e-vercel-prod-tanstack-start125026

📋 View full workflow run


Some E2E test jobs failed:

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

Check the workflow run for details.

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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🥇 Express0.046s (+7.7% 🔺)1.006s (~)0.960s101.00x
💻 LocalNitro0.047s (-2.3%)1.016s (+1.0%)0.969s101.02x
🐘 PostgresExpress0.057s (-5.9% 🟢)1.012s (~)0.955s101.24x
💻 LocalNext.js (Turbopack)0.062s (+0.8%)1.007s (~)0.945s101.35x
🐘 PostgresNext.js (Turbopack)0.069s (+3.9%)1.011s (~)0.942s101.51x
🐘 PostgresNitro0.178s (+176.9% 🔺)1.094s (+8.0% 🔺)0.916s103.88x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro0.256s (-2.7%)2.399s (+1.8%)2.144s101.00x
▲ VercelExpress0.275s (-14.0% 🟢)2.270s (-0.8%)1.995s101.08x
▲ VercelNext.js (Turbopack)0.293s (-27.2% 🟢)2.598s (+2.0%)2.306s101.15x

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

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.094s (-0.6%)2.007s (~)0.913s101.00x
💻 LocalExpress1.098s (~)2.006s (~)0.908s101.00x
🐘 PostgresNitro1.104s (-0.6%)2.016s (~)0.911s101.01x
🐘 PostgresExpress1.104s (~)2.010s (~)0.905s101.01x
🐘 PostgresNext.js (Turbopack)1.143s (-1.1%)2.010s (~)0.866s101.04x
💻 LocalNext.js (Turbopack)1.148s (~)2.007s (~)0.858s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express1.704s (+1.9%)3.562s (-3.0%)1.857s101.00x
▲ VercelNext.js (Turbopack)1.716s (+4.1%)3.855s (+0.6%)2.139s101.01x
▲ VercelNitro1.847s (+12.8% 🔺)3.994s (+5.2% 🔺)2.147s101.08x

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

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro10.519s (~)11.024s (~)0.505s31.00x
💻 LocalExpress10.555s (~)11.023s (~)0.468s31.00x
🐘 PostgresExpress10.556s (~)11.022s (~)0.466s31.00x
🐘 PostgresNitro10.576s (~)11.021s (~)0.445s31.01x
💻 LocalNext.js (Turbopack)10.809s (~)11.022s (~)0.214s31.03x
🐘 PostgresNext.js (Turbopack)10.872s (-0.6%)11.018s (-2.9%)0.146s31.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express13.747s (-2.8%)15.850s (+1.8%)2.103s21.00x
▲ VercelNitro13.771s (-44.5% 🟢)15.328s (-41.3% 🟢)1.557s21.00x
▲ VercelNext.js (Turbopack)14.278s (-6.6% 🟢)16.223s (-6.6% 🟢)1.945s21.04x

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

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro13.750s (~)14.027s (~)0.276s51.00x
💻 LocalExpress13.825s (~)14.227s (+1.4%)0.401s51.01x
🐘 PostgresExpress13.846s (+0.5%)14.018s (~)0.172s51.01x
🐘 PostgresNitro14.227s (+2.5%)14.845s (+4.4%)0.618s51.03x
🐘 PostgresNext.js (Turbopack)14.373s (-2.6%)15.014s (-1.7%)0.640s41.05x
💻 LocalNext.js (Turbopack)14.437s (-0.6%)15.030s (~)0.593s41.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express23.280s (+3.3%)25.337s (+3.8%)2.057s31.00x
▲ VercelNitro23.735s (+12.6% 🔺)25.621s (+11.6% 🔺)1.886s31.02x
▲ VercelNext.js (Turbopack)24.790s (+18.9% 🔺)26.770s (+17.7% 🔺)1.980s31.06x

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

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express12.445s (~)13.020s (~)0.574s71.00x
💻 LocalNitro12.455s (-1.0%)13.024s (~)0.569s71.00x
💻 LocalExpress12.523s (~)13.026s (~)0.503s71.01x
🐘 PostgresNitro12.734s (+1.7%)13.157s (+1.1%)0.422s71.02x
🐘 PostgresNext.js (Turbopack)13.723s (-1.2%)14.018s (-2.0%)0.295s71.10x
💻 LocalNext.js (Turbopack)13.851s (+1.8%)14.170s (+1.0%)0.319s71.11x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express30.315s (-20.5% 🟢)32.651s (-17.5% 🟢)2.336s31.00x
▲ VercelNitro30.355s (+1.1%)32.789s (+1.5%)2.434s31.00x
▲ VercelNext.js (Turbopack)30.789s (+1.2%)33.030s (+1.5%)2.240s31.02x

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

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.197s (-2.9%)2.006s (~)0.810s151.00x
💻 LocalNitro1.210s (+1.7%)2.006s (~)0.796s151.01x
🐘 PostgresExpress1.232s (+2.0%)2.008s (~)0.776s151.03x
🐘 PostgresNitro1.252s (+3.8%)2.016s (~)0.764s151.05x
🐘 PostgresNext.js (Turbopack)1.277s (~)2.008s (~)0.731s151.07x
💻 LocalNext.js (Turbopack)1.320s (+0.8%)2.007s (~)0.686s151.10x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.699s (+10.8% 🔺)4.310s (+6.6% 🔺)1.612s71.00x
▲ VercelExpress2.802s (-38.6% 🟢)4.459s (-25.8% 🟢)1.657s71.04x
▲ VercelNext.js (Turbopack)3.218s (+21.1% 🔺)4.953s (+13.1% 🔺)1.735s71.19x

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

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.377s (~)2.170s (-9.3% 🟢)0.793s141.00x
🐘 PostgresExpress1.386s (+2.0%)2.224s (-7.1% 🟢)0.838s141.01x
🐘 PostgresNext.js (Turbopack)1.581s (~)2.591s (+13.0% 🔺)1.010s121.15x
💻 LocalNitro1.831s (-6.7% 🟢)2.149s (-7.2% 🟢)0.319s141.33x
💻 LocalNext.js (Turbopack)1.866s (+5.4% 🔺)2.222s (+10.8% 🔺)0.357s141.35x
💻 LocalExpress2.029s (+25.0% 🔺)2.364s (+17.9% 🔺)0.335s141.47x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.024s (-15.9% 🟢)4.980s (-2.2%)1.956s71.00x
▲ VercelNitro3.262s (-9.3% 🟢)5.284s (-3.0%)2.022s61.08x
▲ VercelNext.js (Turbopack)4.656s (+49.9% 🔺)6.450s (+24.5% 🔺)1.794s51.54x

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

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.689s (+6.7% 🔺)4.139s (+3.2%)2.450s81.00x
🐘 PostgresNitro2.056s (+27.8% 🔺)3.457s (-16.6% 🟢)1.401s91.22x
🐘 PostgresNext.js (Turbopack)3.443s (+5.1% 🔺)4.144s (+3.2%)0.700s82.04x
💻 LocalNitro5.290s (-3.9%)5.680s (-5.6% 🟢)0.390s63.13x
💻 LocalExpress5.390s (+27.3% 🔺)6.014s (+27.3% 🔺)0.623s63.19x
💻 LocalNext.js (Turbopack)5.758s (+18.8% 🔺)6.214s (+16.2% 🔺)0.456s53.41x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.833s (-15.6% 🟢)6.186s (-1.7%)2.353s51.00x
▲ VercelExpress4.351s (+3.5%)6.254s (+3.2%)1.903s51.14x
▲ VercelNext.js (Turbopack)4.563s (-12.2% 🟢)6.673s (-4.6%)2.110s51.19x

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

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.212s (+1.0%)2.008s (~)0.796s151.00x
🐘 PostgresNext.js (Turbopack)1.287s (~)2.007s (~)0.720s151.06x
🐘 PostgresNitro1.316s (+8.2% 🔺)2.043s (+1.8%)0.727s151.09x
💻 LocalNext.js (Turbopack)1.410s (+2.1%)2.006s (~)0.596s151.16x
💻 LocalExpress1.585s (+4.9%)2.007s (~)0.422s151.31x
💻 LocalNitro1.618s (-2.3%)2.007s (~)0.388s151.34x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.330s (-3.7%)4.141s (~)1.812s81.00x
▲ VercelNext.js (Turbopack)2.575s (-25.8% 🟢)4.444s (-12.4% 🟢)1.869s71.11x
▲ VercelNitro2.629s (-10.7% 🟢)4.349s (-10.6% 🟢)1.719s71.13x

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

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.387s (-1.9%)2.508s (+8.3% 🔺)1.122s121.00x
🐘 PostgresNitro1.450s (+7.2% 🔺)2.224s (-14.2% 🟢)0.774s141.05x
🐘 PostgresNext.js (Turbopack)1.602s (-1.2%)2.318s (+1.0%)0.716s131.16x
💻 LocalNext.js (Turbopack)2.021s (-2.4%)2.592s (-8.3% 🟢)0.571s121.46x
💻 LocalNitro2.079s (-2.6%)2.509s (-3.2%)0.430s121.50x
💻 LocalExpress2.214s (+26.8% 🔺)2.735s (+27.2% 🔺)0.521s111.60x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.955s (+12.7% 🔺)5.364s (+24.5% 🔺)2.408s61.00x
▲ VercelExpress3.288s (+9.0% 🔺)5.007s (+12.4% 🔺)1.719s71.11x
▲ VercelNitro3.494s (+33.0% 🔺)5.483s (+35.3% 🔺)1.989s61.18x

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

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.565s (~)4.010s (~)2.445s81.00x
🐘 PostgresNitro1.808s (+12.2% 🔺)3.887s (+3.3%)2.079s81.16x
🐘 PostgresNext.js (Turbopack)3.512s (+28.5% 🔺)4.012s (+16.0% 🔺)0.500s82.24x
💻 LocalNitro5.904s (+0.9%)6.414s (~)0.511s53.77x
💻 LocalNext.js (Turbopack)6.168s (+25.5% 🔺)6.615s (+27.6% 🔺)0.447s53.94x
💻 LocalExpress6.240s (+33.2% 🔺)7.016s (+35.5% 🔺)0.777s53.99x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.364s (-24.8% 🟢)5.595s (-7.1% 🟢)2.232s61.00x
▲ VercelExpress4.166s (+20.5% 🔺)6.471s (+26.6% 🔺)2.306s51.24x
▲ VercelNext.js (Turbopack)4.210s (+19.1% 🔺)6.247s (+15.0% 🔺)2.037s51.25x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.554s (-1.5%)1.006s (~)0.452s601.00x
💻 LocalNitro0.608s (-3.2%)1.005s (~)0.397s601.10x
💻 LocalExpress0.621s (-0.7%)1.005s (-1.6%)0.384s601.12x
🐘 PostgresNitro0.720s (+25.3% 🔺)1.195s (+16.8% 🔺)0.475s511.30x
🐘 PostgresNext.js (Turbopack)0.826s (-2.7%)1.006s (-5.0%)0.180s601.49x
💻 LocalNext.js (Turbopack)0.903s (+2.6%)1.076s (+3.6%)0.173s561.63x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.711s (+3.5%)7.538s (+3.9%)1.827s81.00x
▲ VercelNext.js (Turbopack)5.883s (-4.0%)7.676s (-1.5%)1.793s81.03x
▲ VercelNitro6.231s (+21.7% 🔺)7.863s (+15.2% 🔺)1.632s81.09x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.337s (-1.4%)2.030s (~)0.693s451.00x
💻 LocalExpress1.533s (+2.6%)2.006s (~)0.473s451.15x
💻 LocalNitro1.548s (-0.7%)2.028s (+1.1%)0.480s451.16x
🐘 PostgresNitro1.719s (+26.9% 🔺)2.333s (+16.2% 🔺)0.614s391.29x
🐘 PostgresNext.js (Turbopack)1.946s (-2.3%)2.147s (-10.6% 🟢)0.200s431.46x
💻 LocalNext.js (Turbopack)2.164s (~)3.009s (+1.1%)0.845s301.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro13.457s (-7.5% 🟢)16.100s (-2.0%)2.643s61.00x
▲ VercelExpress13.597s (-11.1% 🟢)15.555s (-10.0% 🟢)1.959s61.01x
▲ VercelNext.js (Turbopack)14.033s (-14.6% 🟢)16.052s (-13.4% 🟢)2.018s61.04x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.697s (-0.9%)3.085s (-0.9%)0.388s391.00x
🐘 PostgresNitro2.723s (+0.9%)3.225s (+4.5%)0.501s381.01x
💻 LocalNitro3.300s (-2.2%)4.010s (~)0.709s301.22x
💻 LocalExpress3.385s (+6.2% 🔺)4.043s (+1.7%)0.657s301.26x
🐘 PostgresNext.js (Turbopack)3.834s (-0.6%)4.047s (~)0.213s301.42x
💻 LocalNext.js (Turbopack)4.377s (+1.5%)5.053s (+0.8%)0.676s241.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express28.912s (+8.7% 🔺)31.906s (+11.8% 🔺)2.993s41.00x
▲ VercelNitro30.581s (+13.3% 🔺)33.260s (+15.0% 🔺)2.679s41.06x
▲ VercelNext.js (Turbopack)31.000s (+4.1%)33.623s (+5.2% 🔺)2.623s41.07x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.235s (-2.7%)1.005s (~)0.770s601.00x
🐘 PostgresExpress0.250s (+2.7%)1.023s (+1.7%)0.773s591.06x
🐘 PostgresNext.js (Turbopack)0.308s (+4.4%)1.006s (~)0.698s601.31x
💻 LocalNitro0.418s (+0.5%)1.004s (~)0.587s601.77x
💻 LocalExpress0.443s (+11.6% 🔺)1.022s (+1.8%)0.579s591.88x
💻 LocalNext.js (Turbopack)0.577s (-2.6%)1.022s (-1.6%)0.446s592.45x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.055s (+1.2%)3.935s (+0.5%)1.880s161.00x
▲ VercelExpress2.144s (+4.6%)4.124s (+8.2% 🔺)1.980s151.04x
▲ VercelNitro2.230s (+18.9% 🔺)4.298s (+18.0% 🔺)2.068s141.09x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.363s (-9.9% 🟢)1.010s (-0.7%)0.647s901.00x
🐘 PostgresExpress0.409s (+2.6%)1.029s (+1.2%)0.620s881.13x
🐘 PostgresNext.js (Turbopack)0.591s (-11.0% 🟢)1.132s (-9.7% 🟢)0.540s801.63x
💻 LocalNitro2.117s (-3.4%)2.716s (-4.8%)0.598s345.82x
💻 LocalExpress2.194s (+6.9% 🔺)2.737s (+4.9%)0.543s336.03x
💻 LocalNext.js (Turbopack)2.548s (+10.1% 🔺)3.225s (+2.5%)0.677s287.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.957s (+13.7% 🔺)4.868s (+17.9% 🔺)1.911s191.00x
▲ VercelNitro3.116s (+9.2% 🔺)5.344s (+7.2% 🔺)2.228s171.05x
▲ VercelNext.js (Turbopack)3.153s (-4.0%)5.247s (-0.9%)2.094s181.07x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.736s (-6.2% 🟢)1.202s (-14.8% 🟢)0.466s1011.00x
🐘 PostgresExpress0.780s (+2.8%)1.257s (-10.4% 🟢)0.477s961.06x
🐘 PostgresNext.js (Turbopack)2.876s (-7.7% 🟢)3.765s (-6.2% 🟢)0.889s323.91x
💻 LocalNitro9.732s (-1.9%)10.198s (-2.4%)0.465s1213.22x
💻 LocalExpress9.806s (+10.3% 🔺)10.359s (+9.2% 🔺)0.552s1213.32x
💻 LocalNext.js (Turbopack)10.569s (+0.6%)11.667s (+2.4%)1.097s1114.36x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro5.628s (-8.5% 🟢)7.624s (-3.4%)1.996s161.00x
▲ VercelExpress6.204s (-21.0% 🟢)8.032s (-15.5% 🟢)1.828s151.10x
▲ VercelNext.js (Turbopack)7.445s (-18.9% 🟢)9.333s (-17.6% 🟢)1.887s141.32x

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

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.159s (~)1.997s (~)0.001s (+22.2% 🔺)2.010s (~)0.852s101.00x
💻 LocalNitro1.164s (-0.8%)2.005s (~)0.013s (+1.6%)2.020s (~)0.856s101.00x
💻 LocalExpress1.168s (+1.3%)2.005s (~)0.012s (+24.2% 🔺)2.020s (~)0.852s101.01x
💻 LocalNext.js (Turbopack)1.216s (~)2.004s (~)0.013s (+21.0% 🔺)2.020s (~)0.804s101.05x
🐘 PostgresNext.js (Turbopack)1.228s (~)2.000s (~)0.001s (+7.7% 🔺)2.010s (~)0.783s101.06x
🐘 PostgresNitro1.248s (+6.7% 🔺)1.993s (~)0.001s (-10.0% 🟢)2.032s (+1.1%)0.783s101.08x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.264s (~)3.300s (-9.2% 🟢)0.911s (+1.2%)4.697s (-7.2% 🟢)2.433s101.00x
▲ VercelExpress2.319s (+2.7%)3.593s (+3.3%)0.977s (-5.6% 🟢)5.066s (+2.6%)2.747s101.02x
▲ VercelNitro2.382s (-0.9%)3.435s (-2.2%)0.957s (-28.7% 🟢)4.933s (-7.1% 🟢)2.550s101.05x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.581s (+0.8%)2.005s (~)0.005s (-5.1% 🟢)2.026s (~)0.445s301.00x
💻 LocalNitro1.591s (~)2.010s (~)0.014s (+13.2% 🔺)2.027s (~)0.436s301.01x
💻 LocalExpress1.597s (+1.2%)2.010s (~)0.012s (-1.6%)2.024s (~)0.427s301.01x
💻 LocalNext.js (Turbopack)1.735s (+0.6%)2.009s (~)0.011s (-3.3%)2.023s (~)0.288s301.10x
🐘 PostgresNext.js (Turbopack)1.756s (-1.7%)2.011s (~)0.005s (-11.4% 🟢)2.025s (~)0.270s301.11x
🐘 PostgresNitro2.065s (+30.6% 🔺)2.615s (+30.4% 🔺)0.004s (-20.7% 🟢)2.637s (+30.2% 🔺)0.572s231.31x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.954s (-6.0% 🟢)7.192s (-3.8%)0.224s (-58.1% 🟢)7.892s (-7.2% 🟢)1.938s81.00x
▲ VercelNext.js (Turbopack)6.262s (-21.1% 🟢)7.682s (-17.8% 🟢)0.299s (-13.6% 🟢)8.456s (-18.3% 🟢)2.194s81.05x
▲ VercelNitro6.279s (+4.3%)8.176s (+11.9% 🔺)0.225s (-15.6% 🟢)8.899s (+8.9% 🔺)2.621s71.05x

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

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.739s (-3.5%)1.045s (~)0.000s (-50.0% 🟢)1.064s (~)0.325s571.00x
🐘 PostgresNext.js (Turbopack)1.023s (-2.2%)1.487s (-2.5%)0.000s (NaN%)1.496s (-2.4%)0.472s411.38x
🐘 PostgresNitro1.036s (+39.1% 🔺)1.460s (+39.6% 🔺)0.000s (+317.1% 🔺)1.476s (+38.2% 🔺)0.440s411.40x
💻 LocalNitro1.382s (-2.7%)2.014s (~)0.000s (-7.1% 🟢)2.016s (~)0.634s301.87x
💻 LocalExpress1.400s (+1.1%)2.014s (~)0.001s (+185.7% 🔺)2.016s (~)0.616s301.89x
💻 LocalNext.js (Turbopack)1.470s (+1.7%)2.013s (~)0.000s (+33.3% 🔺)2.016s (~)0.545s301.99x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.948s (-3.8%)4.492s (+7.3% 🔺)0.000s (NaN%)4.944s (+6.8% 🔺)1.996s131.00x
▲ VercelNext.js (Turbopack)3.171s (-26.8% 🟢)4.588s (-20.9% 🟢)0.000s (NaN%)5.109s (-19.1% 🟢)1.938s121.08x
▲ VercelNitro3.195s (-3.3%)4.681s (-3.8%)0.001s (+500.0% 🔺)5.260s (-2.2%)2.065s121.08x

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

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

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.713s (+3.9%)2.181s (+1.9%)0.000s (+Infinity% 🔺)2.233s (+1.8%)0.519s271.00x
🐘 PostgresNext.js (Turbopack)2.070s (-5.0%)2.586s (-1.0%)0.000s (-100.0% 🟢)2.593s (-1.4%)0.523s241.21x
💻 LocalNext.js (Turbopack)2.765s (-5.5% 🟢)3.359s (-5.5% 🟢)0.000s (-49.1% 🟢)3.362s (-5.5% 🟢)0.597s181.61x
🐘 PostgresNitro2.846s (+64.9% 🔺)3.331s (+47.7% 🔺)0.000s (NaN%)3.392s (+49.5% 🔺)0.546s181.66x
💻 LocalExpress3.002s (-1.3%)3.733s (~)0.001s (-43.8% 🟢)3.736s (~)0.735s171.75x
💻 LocalNitro3.190s (+0.9%)3.966s (+3.3%)0.001s (+36.4% 🔺)3.969s (+3.2%)0.779s161.86x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.494s (-18.3% 🟢)5.994s (-15.5% 🟢)0.004s (+2700.0% 🔺)6.523s (-13.9% 🟢)2.030s101.00x
▲ VercelNext.js (Turbopack)4.557s (-30.8% 🟢)5.910s (-29.0% 🟢)0.000s (NaN%)6.393s (-27.8% 🟢)1.835s101.01x
▲ VercelExpress4.661s (-28.0% 🟢)6.000s (-21.7% 🟢)0.000s (-100.0% 🟢)6.444s (-21.5% 🟢)1.783s101.04x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNitro15/21
🐘 PostgresExpress16/21
▲ VercelExpress11/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres16/21
Next.js (Turbopack)🐘 Postgres17/21
Nitro🐘 Postgres11/21
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

@VaguelySerious
VaguelySerious merged commit 5ad57e8 into mainJun 13, 2026
115 of 116 checks passed
@VaguelySerious
VaguelySerious deleted the peter/backport-fix-model-slug branch June 13, 2026 18:06
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No backport to stable for 5ad57e8 (AI decision).

This commit only edits .github/workflows/backport.yml, which does not exist on the stable branch (verified with git ls-tree origin/stable — there is no backport workflow on stable at all). The backport workflow lives only on main since that is where pushes trigger it to open PRs against stable, so this AI-model-slug fix has no counterpart on stable to apply to.

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

5ad57e8270a097fbc7ef15f2aaf562e8df2877fc

pranaygp added a commit that referenced this pull request Jun 14, 2026
* origin/main:
docs: document run idempotency (#2011)
Render attr_set events and run attributes in observability UI (#2393)
[ci] Fix backport job model slug (#2403)
[ci] Comment on PR when backport fails, revert to use opus 4.8 (#2400)
Update queue client to 0.3.1 (#2399)
fix(deps): upgrade esbuild to 0.28.1 (GHSA-gv7w-rqvm-qjhr) (#2395)
pranaygp added a commit that referenced this pull request Jun 16, 2026
* origin/main:
Small detail panel cleanup (#2459)
Fix lazy Next workflow HMR (#2438)
Prevent peer dependency-only major bumps (#2437)
fix(changesets): only major-bump peer dependents when out of range (#2439)
Version Packages (beta) (#2428)
otel: explicit traceparent injection + linked-trace mode for bounded per-invocation traces (#2363)
[next] Clarify `serverExternalPackages` warning (#2417)
Add .swc gitignore handling to builder (#2427)
Version Packages (beta) (#2390)
[ci] Increase dev.test.ts cleanup hook timeout (#2416)
[world-vercel] Switch event endpoints to v4 wire format (#2055)
docs: document run idempotency (#2011)
Render attr_set events and run attributes in observability UI (#2393)
[ci] Fix backport job model slug (#2403)
[ci] Comment on PR when backport fails, revert to use opus 4.8 (#2400)
Update queue client to 0.3.1 (#2399)
fix(deps): upgrade esbuild to 0.28.1 (GHSA-gv7w-rqvm-qjhr) (#2395)
test: e2e coverage for run-idempotency conflict-handling strategies (#2387)
# Conflicts:
#	pnpm-lock.yaml
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[ci] Backport workflow: fix Opus model slug (claude-opus-4.8) by VaguelySerious · Pull Request #2403 · vercel/workflow · GitHub
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[ci] Backport workflow: fix Opus model slug (claude-opus-4.8) - #2403

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VaguelySerious merged 1 commit into
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peter/backport-fix-model-slug
Jun 13, 2026
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[ci] Backport workflow: fix Opus model slug (claude-opus-4.8)#2403
VaguelySerious merged 1 commit into
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What

Fixes the AI model slug in .github/workflows/backport.yml: anthropic/claude-opus-4-8anthropic/claude-opus-4.8 (dot in the version).

Why

The previous PR (#2400) switched the model to claude-opus-4-8, but the Vercel AI Gateway exposes Opus 4.8 as anthropic/claude-opus-4.8 (see https://ai-gateway.vercel.sh/v1/models). The dashed form 404s with ProviderModelNotFoundError: Model not found: vercel/anthropic/claude-opus-4-8 — the same failure class as the old claude-fable-5.

This was masked at first because:

  • On workflow_dispatch, the decision step short-circuits (forces yes, never calls opencode).
  • A clean cherry-pick skips the conflict-resolver, so opencode is never invoked.

So the model is only exercised when a backport hits a real cherry-pick conflict — which is exactly when the 404 showed up (re-running the esbuild backport #2395).

Verification

Confirmed the valid slug against the gateway's public model list:

$ curl -s https://ai-gateway.vercel.sh/v1/models | ... grep opus
anthropic/claude-opus-4
anthropic/claude-opus-4.1
anthropic/claude-opus-4.5
anthropic/claude-opus-4.6
anthropic/claude-opus-4.7
anthropic/claude-opus-4.8

CI-only change → empty changeset.

🤖 Generated with Claude Code

The Vercel AI Gateway exposes Opus 4.8 as `anthropic/claude-opus-4.8`
(dot in the version). The dashed form `claude-opus-4-8` 404s with
ProviderModelNotFoundError, which only surfaced on backports that hit a
cherry-pick conflict (the decision step short-circuits on workflow_dispatch
and clean cherry-picks never invoke opencode).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@VaguelySerious
VaguelySerious requested a review from a team as a code ownerJune 13, 2026 17:59
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🦋 Changeset detected

Latest commit: 8d8f512

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

This PR includes changesets to release 0 packages

When changesets are added to this PR, you'll see the packages that this PR includes changesets for and the associated semver types

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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🧪 E2E Test Results

All tests passed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production144202191661
✅ 💻 Local Development174402191963
✅ 📦 Local Production189502192114
✅ 🐘 Local Postgres188102332114
✅ 🪟 Windows15100151
✅ 📋 Other87901781057
Total7992010689060

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro125026
✅ example125026
✅ express125026
✅ fastify125026
✅ hono125026
✅ nextjs-turbopack14902
✅ nextjs-webpack14902
✅ nitro125026
✅ nuxt125026
✅ sveltekit14407
✅ vite125026
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable126025
✅ express-stable126025
✅ fastify-stable126025
✅ hono-stable126025
✅ nextjs-turbopack-canary132019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15100
✅ nextjs-turbopack-stable-lazy-discovery-enabled15100
✅ nextjs-webpack-canary132019
✅ nextjs-webpack-stable-lazy-discovery-enabled15100
✅ nitro-stable126025
✅ nuxt-stable126025
✅ sveltekit-stable14506
✅ vite-stable126025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable126025
✅ express-stable126025
✅ fastify-stable126025
✅ hono-stable126025
✅ nextjs-turbopack-canary132019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15100
✅ nextjs-turbopack-stable-lazy-discovery-enabled15100
✅ nextjs-webpack-canary132019
✅ nextjs-webpack-stable-lazy-discovery-disabled15100
✅ nextjs-webpack-stable-lazy-discovery-enabled15100
✅ nitro-stable126025
✅ nuxt-stable126025
✅ sveltekit-stable14506
✅ vite-stable126025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable125026
✅ express-stable125026
✅ fastify-stable125026
✅ hono-stable125026
✅ nextjs-turbopack-canary131020
✅ nextjs-turbopack-stable-lazy-discovery-disabled15001
✅ nextjs-turbopack-stable-lazy-discovery-enabled15001
✅ nextjs-webpack-canary131020
✅ nextjs-webpack-stable-lazy-discovery-disabled15001
✅ nextjs-webpack-stable-lazy-discovery-enabled15001
✅ nitro-stable125026
✅ nuxt-stable125026
✅ sveltekit-stable14407
✅ vite-stable125026
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack15100
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable126025
✅ e2e-local-dev-tanstack-start-126025
✅ e2e-local-postgres-nest-stable125026
✅ e2e-local-postgres-tanstack-start-125026
✅ e2e-local-prod-nest-stable126025
✅ e2e-local-prod-tanstack-start-126025
✅ e2e-vercel-prod-tanstack-start125026

📋 View full workflow run


Some E2E test jobs failed:

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

Check the workflow run for details.

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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🥇 Express0.046s (+7.7% 🔺)1.006s (~)0.960s101.00x
💻 LocalNitro0.047s (-2.3%)1.016s (+1.0%)0.969s101.02x
🐘 PostgresExpress0.057s (-5.9% 🟢)1.012s (~)0.955s101.24x
💻 LocalNext.js (Turbopack)0.062s (+0.8%)1.007s (~)0.945s101.35x
🐘 PostgresNext.js (Turbopack)0.069s (+3.9%)1.011s (~)0.942s101.51x
🐘 PostgresNitro0.178s (+176.9% 🔺)1.094s (+8.0% 🔺)0.916s103.88x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro0.256s (-2.7%)2.399s (+1.8%)2.144s101.00x
▲ VercelExpress0.275s (-14.0% 🟢)2.270s (-0.8%)1.995s101.08x
▲ VercelNext.js (Turbopack)0.293s (-27.2% 🟢)2.598s (+2.0%)2.306s101.15x

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

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.094s (-0.6%)2.007s (~)0.913s101.00x
💻 LocalExpress1.098s (~)2.006s (~)0.908s101.00x
🐘 PostgresNitro1.104s (-0.6%)2.016s (~)0.911s101.01x
🐘 PostgresExpress1.104s (~)2.010s (~)0.905s101.01x
🐘 PostgresNext.js (Turbopack)1.143s (-1.1%)2.010s (~)0.866s101.04x
💻 LocalNext.js (Turbopack)1.148s (~)2.007s (~)0.858s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express1.704s (+1.9%)3.562s (-3.0%)1.857s101.00x
▲ VercelNext.js (Turbopack)1.716s (+4.1%)3.855s (+0.6%)2.139s101.01x
▲ VercelNitro1.847s (+12.8% 🔺)3.994s (+5.2% 🔺)2.147s101.08x

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

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro10.519s (~)11.024s (~)0.505s31.00x
💻 LocalExpress10.555s (~)11.023s (~)0.468s31.00x
🐘 PostgresExpress10.556s (~)11.022s (~)0.466s31.00x
🐘 PostgresNitro10.576s (~)11.021s (~)0.445s31.01x
💻 LocalNext.js (Turbopack)10.809s (~)11.022s (~)0.214s31.03x
🐘 PostgresNext.js (Turbopack)10.872s (-0.6%)11.018s (-2.9%)0.146s31.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express13.747s (-2.8%)15.850s (+1.8%)2.103s21.00x
▲ VercelNitro13.771s (-44.5% 🟢)15.328s (-41.3% 🟢)1.557s21.00x
▲ VercelNext.js (Turbopack)14.278s (-6.6% 🟢)16.223s (-6.6% 🟢)1.945s21.04x

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

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro13.750s (~)14.027s (~)0.276s51.00x
💻 LocalExpress13.825s (~)14.227s (+1.4%)0.401s51.01x
🐘 PostgresExpress13.846s (+0.5%)14.018s (~)0.172s51.01x
🐘 PostgresNitro14.227s (+2.5%)14.845s (+4.4%)0.618s51.03x
🐘 PostgresNext.js (Turbopack)14.373s (-2.6%)15.014s (-1.7%)0.640s41.05x
💻 LocalNext.js (Turbopack)14.437s (-0.6%)15.030s (~)0.593s41.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express23.280s (+3.3%)25.337s (+3.8%)2.057s31.00x
▲ VercelNitro23.735s (+12.6% 🔺)25.621s (+11.6% 🔺)1.886s31.02x
▲ VercelNext.js (Turbopack)24.790s (+18.9% 🔺)26.770s (+17.7% 🔺)1.980s31.06x

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

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express12.445s (~)13.020s (~)0.574s71.00x
💻 LocalNitro12.455s (-1.0%)13.024s (~)0.569s71.00x
💻 LocalExpress12.523s (~)13.026s (~)0.503s71.01x
🐘 PostgresNitro12.734s (+1.7%)13.157s (+1.1%)0.422s71.02x
🐘 PostgresNext.js (Turbopack)13.723s (-1.2%)14.018s (-2.0%)0.295s71.10x
💻 LocalNext.js (Turbopack)13.851s (+1.8%)14.170s (+1.0%)0.319s71.11x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express30.315s (-20.5% 🟢)32.651s (-17.5% 🟢)2.336s31.00x
▲ VercelNitro30.355s (+1.1%)32.789s (+1.5%)2.434s31.00x
▲ VercelNext.js (Turbopack)30.789s (+1.2%)33.030s (+1.5%)2.240s31.02x

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

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.197s (-2.9%)2.006s (~)0.810s151.00x
💻 LocalNitro1.210s (+1.7%)2.006s (~)0.796s151.01x
🐘 PostgresExpress1.232s (+2.0%)2.008s (~)0.776s151.03x
🐘 PostgresNitro1.252s (+3.8%)2.016s (~)0.764s151.05x
🐘 PostgresNext.js (Turbopack)1.277s (~)2.008s (~)0.731s151.07x
💻 LocalNext.js (Turbopack)1.320s (+0.8%)2.007s (~)0.686s151.10x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.699s (+10.8% 🔺)4.310s (+6.6% 🔺)1.612s71.00x
▲ VercelExpress2.802s (-38.6% 🟢)4.459s (-25.8% 🟢)1.657s71.04x
▲ VercelNext.js (Turbopack)3.218s (+21.1% 🔺)4.953s (+13.1% 🔺)1.735s71.19x

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

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.377s (~)2.170s (-9.3% 🟢)0.793s141.00x
🐘 PostgresExpress1.386s (+2.0%)2.224s (-7.1% 🟢)0.838s141.01x
🐘 PostgresNext.js (Turbopack)1.581s (~)2.591s (+13.0% 🔺)1.010s121.15x
💻 LocalNitro1.831s (-6.7% 🟢)2.149s (-7.2% 🟢)0.319s141.33x
💻 LocalNext.js (Turbopack)1.866s (+5.4% 🔺)2.222s (+10.8% 🔺)0.357s141.35x
💻 LocalExpress2.029s (+25.0% 🔺)2.364s (+17.9% 🔺)0.335s141.47x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.024s (-15.9% 🟢)4.980s (-2.2%)1.956s71.00x
▲ VercelNitro3.262s (-9.3% 🟢)5.284s (-3.0%)2.022s61.08x
▲ VercelNext.js (Turbopack)4.656s (+49.9% 🔺)6.450s (+24.5% 🔺)1.794s51.54x

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

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.689s (+6.7% 🔺)4.139s (+3.2%)2.450s81.00x
🐘 PostgresNitro2.056s (+27.8% 🔺)3.457s (-16.6% 🟢)1.401s91.22x
🐘 PostgresNext.js (Turbopack)3.443s (+5.1% 🔺)4.144s (+3.2%)0.700s82.04x
💻 LocalNitro5.290s (-3.9%)5.680s (-5.6% 🟢)0.390s63.13x
💻 LocalExpress5.390s (+27.3% 🔺)6.014s (+27.3% 🔺)0.623s63.19x
💻 LocalNext.js (Turbopack)5.758s (+18.8% 🔺)6.214s (+16.2% 🔺)0.456s53.41x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.833s (-15.6% 🟢)6.186s (-1.7%)2.353s51.00x
▲ VercelExpress4.351s (+3.5%)6.254s (+3.2%)1.903s51.14x
▲ VercelNext.js (Turbopack)4.563s (-12.2% 🟢)6.673s (-4.6%)2.110s51.19x

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

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.212s (+1.0%)2.008s (~)0.796s151.00x
🐘 PostgresNext.js (Turbopack)1.287s (~)2.007s (~)0.720s151.06x
🐘 PostgresNitro1.316s (+8.2% 🔺)2.043s (+1.8%)0.727s151.09x
💻 LocalNext.js (Turbopack)1.410s (+2.1%)2.006s (~)0.596s151.16x
💻 LocalExpress1.585s (+4.9%)2.007s (~)0.422s151.31x
💻 LocalNitro1.618s (-2.3%)2.007s (~)0.388s151.34x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.330s (-3.7%)4.141s (~)1.812s81.00x
▲ VercelNext.js (Turbopack)2.575s (-25.8% 🟢)4.444s (-12.4% 🟢)1.869s71.11x
▲ VercelNitro2.629s (-10.7% 🟢)4.349s (-10.6% 🟢)1.719s71.13x

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

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.387s (-1.9%)2.508s (+8.3% 🔺)1.122s121.00x
🐘 PostgresNitro1.450s (+7.2% 🔺)2.224s (-14.2% 🟢)0.774s141.05x
🐘 PostgresNext.js (Turbopack)1.602s (-1.2%)2.318s (+1.0%)0.716s131.16x
💻 LocalNext.js (Turbopack)2.021s (-2.4%)2.592s (-8.3% 🟢)0.571s121.46x
💻 LocalNitro2.079s (-2.6%)2.509s (-3.2%)0.430s121.50x
💻 LocalExpress2.214s (+26.8% 🔺)2.735s (+27.2% 🔺)0.521s111.60x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.955s (+12.7% 🔺)5.364s (+24.5% 🔺)2.408s61.00x
▲ VercelExpress3.288s (+9.0% 🔺)5.007s (+12.4% 🔺)1.719s71.11x
▲ VercelNitro3.494s (+33.0% 🔺)5.483s (+35.3% 🔺)1.989s61.18x

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

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.565s (~)4.010s (~)2.445s81.00x
🐘 PostgresNitro1.808s (+12.2% 🔺)3.887s (+3.3%)2.079s81.16x
🐘 PostgresNext.js (Turbopack)3.512s (+28.5% 🔺)4.012s (+16.0% 🔺)0.500s82.24x
💻 LocalNitro5.904s (+0.9%)6.414s (~)0.511s53.77x
💻 LocalNext.js (Turbopack)6.168s (+25.5% 🔺)6.615s (+27.6% 🔺)0.447s53.94x
💻 LocalExpress6.240s (+33.2% 🔺)7.016s (+35.5% 🔺)0.777s53.99x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.364s (-24.8% 🟢)5.595s (-7.1% 🟢)2.232s61.00x
▲ VercelExpress4.166s (+20.5% 🔺)6.471s (+26.6% 🔺)2.306s51.24x
▲ VercelNext.js (Turbopack)4.210s (+19.1% 🔺)6.247s (+15.0% 🔺)2.037s51.25x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.554s (-1.5%)1.006s (~)0.452s601.00x
💻 LocalNitro0.608s (-3.2%)1.005s (~)0.397s601.10x
💻 LocalExpress0.621s (-0.7%)1.005s (-1.6%)0.384s601.12x
🐘 PostgresNitro0.720s (+25.3% 🔺)1.195s (+16.8% 🔺)0.475s511.30x
🐘 PostgresNext.js (Turbopack)0.826s (-2.7%)1.006s (-5.0%)0.180s601.49x
💻 LocalNext.js (Turbopack)0.903s (+2.6%)1.076s (+3.6%)0.173s561.63x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.711s (+3.5%)7.538s (+3.9%)1.827s81.00x
▲ VercelNext.js (Turbopack)5.883s (-4.0%)7.676s (-1.5%)1.793s81.03x
▲ VercelNitro6.231s (+21.7% 🔺)7.863s (+15.2% 🔺)1.632s81.09x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.337s (-1.4%)2.030s (~)0.693s451.00x
💻 LocalExpress1.533s (+2.6%)2.006s (~)0.473s451.15x
💻 LocalNitro1.548s (-0.7%)2.028s (+1.1%)0.480s451.16x
🐘 PostgresNitro1.719s (+26.9% 🔺)2.333s (+16.2% 🔺)0.614s391.29x
🐘 PostgresNext.js (Turbopack)1.946s (-2.3%)2.147s (-10.6% 🟢)0.200s431.46x
💻 LocalNext.js (Turbopack)2.164s (~)3.009s (+1.1%)0.845s301.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro13.457s (-7.5% 🟢)16.100s (-2.0%)2.643s61.00x
▲ VercelExpress13.597s (-11.1% 🟢)15.555s (-10.0% 🟢)1.959s61.01x
▲ VercelNext.js (Turbopack)14.033s (-14.6% 🟢)16.052s (-13.4% 🟢)2.018s61.04x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.697s (-0.9%)3.085s (-0.9%)0.388s391.00x
🐘 PostgresNitro2.723s (+0.9%)3.225s (+4.5%)0.501s381.01x
💻 LocalNitro3.300s (-2.2%)4.010s (~)0.709s301.22x
💻 LocalExpress3.385s (+6.2% 🔺)4.043s (+1.7%)0.657s301.26x
🐘 PostgresNext.js (Turbopack)3.834s (-0.6%)4.047s (~)0.213s301.42x
💻 LocalNext.js (Turbopack)4.377s (+1.5%)5.053s (+0.8%)0.676s241.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express28.912s (+8.7% 🔺)31.906s (+11.8% 🔺)2.993s41.00x
▲ VercelNitro30.581s (+13.3% 🔺)33.260s (+15.0% 🔺)2.679s41.06x
▲ VercelNext.js (Turbopack)31.000s (+4.1%)33.623s (+5.2% 🔺)2.623s41.07x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.235s (-2.7%)1.005s (~)0.770s601.00x
🐘 PostgresExpress0.250s (+2.7%)1.023s (+1.7%)0.773s591.06x
🐘 PostgresNext.js (Turbopack)0.308s (+4.4%)1.006s (~)0.698s601.31x
💻 LocalNitro0.418s (+0.5%)1.004s (~)0.587s601.77x
💻 LocalExpress0.443s (+11.6% 🔺)1.022s (+1.8%)0.579s591.88x
💻 LocalNext.js (Turbopack)0.577s (-2.6%)1.022s (-1.6%)0.446s592.45x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.055s (+1.2%)3.935s (+0.5%)1.880s161.00x
▲ VercelExpress2.144s (+4.6%)4.124s (+8.2% 🔺)1.980s151.04x
▲ VercelNitro2.230s (+18.9% 🔺)4.298s (+18.0% 🔺)2.068s141.09x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.363s (-9.9% 🟢)1.010s (-0.7%)0.647s901.00x
🐘 PostgresExpress0.409s (+2.6%)1.029s (+1.2%)0.620s881.13x
🐘 PostgresNext.js (Turbopack)0.591s (-11.0% 🟢)1.132s (-9.7% 🟢)0.540s801.63x
💻 LocalNitro2.117s (-3.4%)2.716s (-4.8%)0.598s345.82x
💻 LocalExpress2.194s (+6.9% 🔺)2.737s (+4.9%)0.543s336.03x
💻 LocalNext.js (Turbopack)2.548s (+10.1% 🔺)3.225s (+2.5%)0.677s287.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.957s (+13.7% 🔺)4.868s (+17.9% 🔺)1.911s191.00x
▲ VercelNitro3.116s (+9.2% 🔺)5.344s (+7.2% 🔺)2.228s171.05x
▲ VercelNext.js (Turbopack)3.153s (-4.0%)5.247s (-0.9%)2.094s181.07x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.736s (-6.2% 🟢)1.202s (-14.8% 🟢)0.466s1011.00x
🐘 PostgresExpress0.780s (+2.8%)1.257s (-10.4% 🟢)0.477s961.06x
🐘 PostgresNext.js (Turbopack)2.876s (-7.7% 🟢)3.765s (-6.2% 🟢)0.889s323.91x
💻 LocalNitro9.732s (-1.9%)10.198s (-2.4%)0.465s1213.22x
💻 LocalExpress9.806s (+10.3% 🔺)10.359s (+9.2% 🔺)0.552s1213.32x
💻 LocalNext.js (Turbopack)10.569s (+0.6%)11.667s (+2.4%)1.097s1114.36x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro5.628s (-8.5% 🟢)7.624s (-3.4%)1.996s161.00x
▲ VercelExpress6.204s (-21.0% 🟢)8.032s (-15.5% 🟢)1.828s151.10x
▲ VercelNext.js (Turbopack)7.445s (-18.9% 🟢)9.333s (-17.6% 🟢)1.887s141.32x

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

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.159s (~)1.997s (~)0.001s (+22.2% 🔺)2.010s (~)0.852s101.00x
💻 LocalNitro1.164s (-0.8%)2.005s (~)0.013s (+1.6%)2.020s (~)0.856s101.00x
💻 LocalExpress1.168s (+1.3%)2.005s (~)0.012s (+24.2% 🔺)2.020s (~)0.852s101.01x
💻 LocalNext.js (Turbopack)1.216s (~)2.004s (~)0.013s (+21.0% 🔺)2.020s (~)0.804s101.05x
🐘 PostgresNext.js (Turbopack)1.228s (~)2.000s (~)0.001s (+7.7% 🔺)2.010s (~)0.783s101.06x
🐘 PostgresNitro1.248s (+6.7% 🔺)1.993s (~)0.001s (-10.0% 🟢)2.032s (+1.1%)0.783s101.08x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.264s (~)3.300s (-9.2% 🟢)0.911s (+1.2%)4.697s (-7.2% 🟢)2.433s101.00x
▲ VercelExpress2.319s (+2.7%)3.593s (+3.3%)0.977s (-5.6% 🟢)5.066s (+2.6%)2.747s101.02x
▲ VercelNitro2.382s (-0.9%)3.435s (-2.2%)0.957s (-28.7% 🟢)4.933s (-7.1% 🟢)2.550s101.05x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.581s (+0.8%)2.005s (~)0.005s (-5.1% 🟢)2.026s (~)0.445s301.00x
💻 LocalNitro1.591s (~)2.010s (~)0.014s (+13.2% 🔺)2.027s (~)0.436s301.01x
💻 LocalExpress1.597s (+1.2%)2.010s (~)0.012s (-1.6%)2.024s (~)0.427s301.01x
💻 LocalNext.js (Turbopack)1.735s (+0.6%)2.009s (~)0.011s (-3.3%)2.023s (~)0.288s301.10x
🐘 PostgresNext.js (Turbopack)1.756s (-1.7%)2.011s (~)0.005s (-11.4% 🟢)2.025s (~)0.270s301.11x
🐘 PostgresNitro2.065s (+30.6% 🔺)2.615s (+30.4% 🔺)0.004s (-20.7% 🟢)2.637s (+30.2% 🔺)0.572s231.31x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.954s (-6.0% 🟢)7.192s (-3.8%)0.224s (-58.1% 🟢)7.892s (-7.2% 🟢)1.938s81.00x
▲ VercelNext.js (Turbopack)6.262s (-21.1% 🟢)7.682s (-17.8% 🟢)0.299s (-13.6% 🟢)8.456s (-18.3% 🟢)2.194s81.05x
▲ VercelNitro6.279s (+4.3%)8.176s (+11.9% 🔺)0.225s (-15.6% 🟢)8.899s (+8.9% 🔺)2.621s71.05x

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

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.739s (-3.5%)1.045s (~)0.000s (-50.0% 🟢)1.064s (~)0.325s571.00x
🐘 PostgresNext.js (Turbopack)1.023s (-2.2%)1.487s (-2.5%)0.000s (NaN%)1.496s (-2.4%)0.472s411.38x
🐘 PostgresNitro1.036s (+39.1% 🔺)1.460s (+39.6% 🔺)0.000s (+317.1% 🔺)1.476s (+38.2% 🔺)0.440s411.40x
💻 LocalNitro1.382s (-2.7%)2.014s (~)0.000s (-7.1% 🟢)2.016s (~)0.634s301.87x
💻 LocalExpress1.400s (+1.1%)2.014s (~)0.001s (+185.7% 🔺)2.016s (~)0.616s301.89x
💻 LocalNext.js (Turbopack)1.470s (+1.7%)2.013s (~)0.000s (+33.3% 🔺)2.016s (~)0.545s301.99x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.948s (-3.8%)4.492s (+7.3% 🔺)0.000s (NaN%)4.944s (+6.8% 🔺)1.996s131.00x
▲ VercelNext.js (Turbopack)3.171s (-26.8% 🟢)4.588s (-20.9% 🟢)0.000s (NaN%)5.109s (-19.1% 🟢)1.938s121.08x
▲ VercelNitro3.195s (-3.3%)4.681s (-3.8%)0.001s (+500.0% 🔺)5.260s (-2.2%)2.065s121.08x

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

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

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.713s (+3.9%)2.181s (+1.9%)0.000s (+Infinity% 🔺)2.233s (+1.8%)0.519s271.00x
🐘 PostgresNext.js (Turbopack)2.070s (-5.0%)2.586s (-1.0%)0.000s (-100.0% 🟢)2.593s (-1.4%)0.523s241.21x
💻 LocalNext.js (Turbopack)2.765s (-5.5% 🟢)3.359s (-5.5% 🟢)0.000s (-49.1% 🟢)3.362s (-5.5% 🟢)0.597s181.61x
🐘 PostgresNitro2.846s (+64.9% 🔺)3.331s (+47.7% 🔺)0.000s (NaN%)3.392s (+49.5% 🔺)0.546s181.66x
💻 LocalExpress3.002s (-1.3%)3.733s (~)0.001s (-43.8% 🟢)3.736s (~)0.735s171.75x
💻 LocalNitro3.190s (+0.9%)3.966s (+3.3%)0.001s (+36.4% 🔺)3.969s (+3.2%)0.779s161.86x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.494s (-18.3% 🟢)5.994s (-15.5% 🟢)0.004s (+2700.0% 🔺)6.523s (-13.9% 🟢)2.030s101.00x
▲ VercelNext.js (Turbopack)4.557s (-30.8% 🟢)5.910s (-29.0% 🟢)0.000s (NaN%)6.393s (-27.8% 🟢)1.835s101.01x
▲ VercelExpress4.661s (-28.0% 🟢)6.000s (-21.7% 🟢)0.000s (-100.0% 🟢)6.444s (-21.5% 🟢)1.783s101.04x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNitro15/21
🐘 PostgresExpress16/21
▲ VercelExpress11/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres16/21
Next.js (Turbopack)🐘 Postgres17/21
Nitro🐘 Postgres11/21
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

@VaguelySerious
VaguelySerious merged commit 5ad57e8 into mainJun 13, 2026
115 of 116 checks passed
@VaguelySerious
VaguelySerious deleted the peter/backport-fix-model-slug branch June 13, 2026 18:06
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No backport to stable for 5ad57e8 (AI decision).

This commit only edits .github/workflows/backport.yml, which does not exist on the stable branch (verified with git ls-tree origin/stable — there is no backport workflow on stable at all). The backport workflow lives only on main since that is where pushes trigger it to open PRs against stable, so this AI-model-slug fix has no counterpart on stable to apply to.

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

5ad57e8270a097fbc7ef15f2aaf562e8df2877fc

pranaygp added a commit that referenced this pull request Jun 14, 2026
* origin/main:
docs: document run idempotency (#2011)
Render attr_set events and run attributes in observability UI (#2393)
[ci] Fix backport job model slug (#2403)
[ci] Comment on PR when backport fails, revert to use opus 4.8 (#2400)
Update queue client to 0.3.1 (#2399)
fix(deps): upgrade esbuild to 0.28.1 (GHSA-gv7w-rqvm-qjhr) (#2395)
pranaygp added a commit that referenced this pull request Jun 16, 2026
* origin/main:
Small detail panel cleanup (#2459)
Fix lazy Next workflow HMR (#2438)
Prevent peer dependency-only major bumps (#2437)
fix(changesets): only major-bump peer dependents when out of range (#2439)
Version Packages (beta) (#2428)
otel: explicit traceparent injection + linked-trace mode for bounded per-invocation traces (#2363)
[next] Clarify `serverExternalPackages` warning (#2417)
Add .swc gitignore handling to builder (#2427)
Version Packages (beta) (#2390)
[ci] Increase dev.test.ts cleanup hook timeout (#2416)
[world-vercel] Switch event endpoints to v4 wire format (#2055)
docs: document run idempotency (#2011)
Render attr_set events and run attributes in observability UI (#2393)
[ci] Fix backport job model slug (#2403)
[ci] Comment on PR when backport fails, revert to use opus 4.8 (#2400)
Update queue client to 0.3.1 (#2399)
fix(deps): upgrade esbuild to 0.28.1 (GHSA-gv7w-rqvm-qjhr) (#2395)
test: e2e coverage for run-idempotency conflict-handling strategies (#2387)
# Conflicts:
#	pnpm-lock.yaml
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, '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('^' + ".*" + ' [ci] Backport workflow: fix Opus model slug (claude-opus-4.8) by VaguelySerious · Pull Request #2403 · vercel/workflow · GitHub
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[ci] Backport workflow: fix Opus model slug (claude-opus-4.8) - #2403

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VaguelySerious merged 1 commit into
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Jun 13, 2026
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[ci] Backport workflow: fix Opus model slug (claude-opus-4.8)#2403
VaguelySerious merged 1 commit into
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What

Fixes the AI model slug in .github/workflows/backport.yml: anthropic/claude-opus-4-8anthropic/claude-opus-4.8 (dot in the version).

Why

The previous PR (#2400) switched the model to claude-opus-4-8, but the Vercel AI Gateway exposes Opus 4.8 as anthropic/claude-opus-4.8 (see https://ai-gateway.vercel.sh/v1/models). The dashed form 404s with ProviderModelNotFoundError: Model not found: vercel/anthropic/claude-opus-4-8 — the same failure class as the old claude-fable-5.

This was masked at first because:

  • On workflow_dispatch, the decision step short-circuits (forces yes, never calls opencode).
  • A clean cherry-pick skips the conflict-resolver, so opencode is never invoked.

So the model is only exercised when a backport hits a real cherry-pick conflict — which is exactly when the 404 showed up (re-running the esbuild backport #2395).

Verification

Confirmed the valid slug against the gateway's public model list:

$ curl -s https://ai-gateway.vercel.sh/v1/models | ... grep opus
anthropic/claude-opus-4
anthropic/claude-opus-4.1
anthropic/claude-opus-4.5
anthropic/claude-opus-4.6
anthropic/claude-opus-4.7
anthropic/claude-opus-4.8

CI-only change → empty changeset.

🤖 Generated with Claude Code

The Vercel AI Gateway exposes Opus 4.8 as `anthropic/claude-opus-4.8`
(dot in the version). The dashed form `claude-opus-4-8` 404s with
ProviderModelNotFoundError, which only surfaced on backports that hit a
cherry-pick conflict (the decision step short-circuits on workflow_dispatch
and clean cherry-picks never invoke opencode).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@VaguelySerious
VaguelySerious requested a review from a team as a code ownerJune 13, 2026 17:59
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🦋 Changeset detected

Latest commit: 8d8f512

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

This PR includes changesets to release 0 packages

When changesets are added to this PR, you'll see the packages that this PR includes changesets for and the associated semver types

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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🧪 E2E Test Results

All tests passed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production144202191661
✅ 💻 Local Development174402191963
✅ 📦 Local Production189502192114
✅ 🐘 Local Postgres188102332114
✅ 🪟 Windows15100151
✅ 📋 Other87901781057
Total7992010689060

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro125026
✅ example125026
✅ express125026
✅ fastify125026
✅ hono125026
✅ nextjs-turbopack14902
✅ nextjs-webpack14902
✅ nitro125026
✅ nuxt125026
✅ sveltekit14407
✅ vite125026
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable126025
✅ express-stable126025
✅ fastify-stable126025
✅ hono-stable126025
✅ nextjs-turbopack-canary132019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15100
✅ nextjs-turbopack-stable-lazy-discovery-enabled15100
✅ nextjs-webpack-canary132019
✅ nextjs-webpack-stable-lazy-discovery-enabled15100
✅ nitro-stable126025
✅ nuxt-stable126025
✅ sveltekit-stable14506
✅ vite-stable126025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable126025
✅ express-stable126025
✅ fastify-stable126025
✅ hono-stable126025
✅ nextjs-turbopack-canary132019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15100
✅ nextjs-turbopack-stable-lazy-discovery-enabled15100
✅ nextjs-webpack-canary132019
✅ nextjs-webpack-stable-lazy-discovery-disabled15100
✅ nextjs-webpack-stable-lazy-discovery-enabled15100
✅ nitro-stable126025
✅ nuxt-stable126025
✅ sveltekit-stable14506
✅ vite-stable126025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable125026
✅ express-stable125026
✅ fastify-stable125026
✅ hono-stable125026
✅ nextjs-turbopack-canary131020
✅ nextjs-turbopack-stable-lazy-discovery-disabled15001
✅ nextjs-turbopack-stable-lazy-discovery-enabled15001
✅ nextjs-webpack-canary131020
✅ nextjs-webpack-stable-lazy-discovery-disabled15001
✅ nextjs-webpack-stable-lazy-discovery-enabled15001
✅ nitro-stable125026
✅ nuxt-stable125026
✅ sveltekit-stable14407
✅ vite-stable125026
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack15100
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable126025
✅ e2e-local-dev-tanstack-start-126025
✅ e2e-local-postgres-nest-stable125026
✅ e2e-local-postgres-tanstack-start-125026
✅ e2e-local-prod-nest-stable126025
✅ e2e-local-prod-tanstack-start-126025
✅ e2e-vercel-prod-tanstack-start125026

📋 View full workflow run


Some E2E test jobs failed:

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

Check the workflow run for details.

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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🥇 Express0.046s (+7.7% 🔺)1.006s (~)0.960s101.00x
💻 LocalNitro0.047s (-2.3%)1.016s (+1.0%)0.969s101.02x
🐘 PostgresExpress0.057s (-5.9% 🟢)1.012s (~)0.955s101.24x
💻 LocalNext.js (Turbopack)0.062s (+0.8%)1.007s (~)0.945s101.35x
🐘 PostgresNext.js (Turbopack)0.069s (+3.9%)1.011s (~)0.942s101.51x
🐘 PostgresNitro0.178s (+176.9% 🔺)1.094s (+8.0% 🔺)0.916s103.88x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro0.256s (-2.7%)2.399s (+1.8%)2.144s101.00x
▲ VercelExpress0.275s (-14.0% 🟢)2.270s (-0.8%)1.995s101.08x
▲ VercelNext.js (Turbopack)0.293s (-27.2% 🟢)2.598s (+2.0%)2.306s101.15x

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

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.094s (-0.6%)2.007s (~)0.913s101.00x
💻 LocalExpress1.098s (~)2.006s (~)0.908s101.00x
🐘 PostgresNitro1.104s (-0.6%)2.016s (~)0.911s101.01x
🐘 PostgresExpress1.104s (~)2.010s (~)0.905s101.01x
🐘 PostgresNext.js (Turbopack)1.143s (-1.1%)2.010s (~)0.866s101.04x
💻 LocalNext.js (Turbopack)1.148s (~)2.007s (~)0.858s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express1.704s (+1.9%)3.562s (-3.0%)1.857s101.00x
▲ VercelNext.js (Turbopack)1.716s (+4.1%)3.855s (+0.6%)2.139s101.01x
▲ VercelNitro1.847s (+12.8% 🔺)3.994s (+5.2% 🔺)2.147s101.08x

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

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro10.519s (~)11.024s (~)0.505s31.00x
💻 LocalExpress10.555s (~)11.023s (~)0.468s31.00x
🐘 PostgresExpress10.556s (~)11.022s (~)0.466s31.00x
🐘 PostgresNitro10.576s (~)11.021s (~)0.445s31.01x
💻 LocalNext.js (Turbopack)10.809s (~)11.022s (~)0.214s31.03x
🐘 PostgresNext.js (Turbopack)10.872s (-0.6%)11.018s (-2.9%)0.146s31.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express13.747s (-2.8%)15.850s (+1.8%)2.103s21.00x
▲ VercelNitro13.771s (-44.5% 🟢)15.328s (-41.3% 🟢)1.557s21.00x
▲ VercelNext.js (Turbopack)14.278s (-6.6% 🟢)16.223s (-6.6% 🟢)1.945s21.04x

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

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro13.750s (~)14.027s (~)0.276s51.00x
💻 LocalExpress13.825s (~)14.227s (+1.4%)0.401s51.01x
🐘 PostgresExpress13.846s (+0.5%)14.018s (~)0.172s51.01x
🐘 PostgresNitro14.227s (+2.5%)14.845s (+4.4%)0.618s51.03x
🐘 PostgresNext.js (Turbopack)14.373s (-2.6%)15.014s (-1.7%)0.640s41.05x
💻 LocalNext.js (Turbopack)14.437s (-0.6%)15.030s (~)0.593s41.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express23.280s (+3.3%)25.337s (+3.8%)2.057s31.00x
▲ VercelNitro23.735s (+12.6% 🔺)25.621s (+11.6% 🔺)1.886s31.02x
▲ VercelNext.js (Turbopack)24.790s (+18.9% 🔺)26.770s (+17.7% 🔺)1.980s31.06x

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

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express12.445s (~)13.020s (~)0.574s71.00x
💻 LocalNitro12.455s (-1.0%)13.024s (~)0.569s71.00x
💻 LocalExpress12.523s (~)13.026s (~)0.503s71.01x
🐘 PostgresNitro12.734s (+1.7%)13.157s (+1.1%)0.422s71.02x
🐘 PostgresNext.js (Turbopack)13.723s (-1.2%)14.018s (-2.0%)0.295s71.10x
💻 LocalNext.js (Turbopack)13.851s (+1.8%)14.170s (+1.0%)0.319s71.11x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express30.315s (-20.5% 🟢)32.651s (-17.5% 🟢)2.336s31.00x
▲ VercelNitro30.355s (+1.1%)32.789s (+1.5%)2.434s31.00x
▲ VercelNext.js (Turbopack)30.789s (+1.2%)33.030s (+1.5%)2.240s31.02x

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

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.197s (-2.9%)2.006s (~)0.810s151.00x
💻 LocalNitro1.210s (+1.7%)2.006s (~)0.796s151.01x
🐘 PostgresExpress1.232s (+2.0%)2.008s (~)0.776s151.03x
🐘 PostgresNitro1.252s (+3.8%)2.016s (~)0.764s151.05x
🐘 PostgresNext.js (Turbopack)1.277s (~)2.008s (~)0.731s151.07x
💻 LocalNext.js (Turbopack)1.320s (+0.8%)2.007s (~)0.686s151.10x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.699s (+10.8% 🔺)4.310s (+6.6% 🔺)1.612s71.00x
▲ VercelExpress2.802s (-38.6% 🟢)4.459s (-25.8% 🟢)1.657s71.04x
▲ VercelNext.js (Turbopack)3.218s (+21.1% 🔺)4.953s (+13.1% 🔺)1.735s71.19x

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

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.377s (~)2.170s (-9.3% 🟢)0.793s141.00x
🐘 PostgresExpress1.386s (+2.0%)2.224s (-7.1% 🟢)0.838s141.01x
🐘 PostgresNext.js (Turbopack)1.581s (~)2.591s (+13.0% 🔺)1.010s121.15x
💻 LocalNitro1.831s (-6.7% 🟢)2.149s (-7.2% 🟢)0.319s141.33x
💻 LocalNext.js (Turbopack)1.866s (+5.4% 🔺)2.222s (+10.8% 🔺)0.357s141.35x
💻 LocalExpress2.029s (+25.0% 🔺)2.364s (+17.9% 🔺)0.335s141.47x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.024s (-15.9% 🟢)4.980s (-2.2%)1.956s71.00x
▲ VercelNitro3.262s (-9.3% 🟢)5.284s (-3.0%)2.022s61.08x
▲ VercelNext.js (Turbopack)4.656s (+49.9% 🔺)6.450s (+24.5% 🔺)1.794s51.54x

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

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.689s (+6.7% 🔺)4.139s (+3.2%)2.450s81.00x
🐘 PostgresNitro2.056s (+27.8% 🔺)3.457s (-16.6% 🟢)1.401s91.22x
🐘 PostgresNext.js (Turbopack)3.443s (+5.1% 🔺)4.144s (+3.2%)0.700s82.04x
💻 LocalNitro5.290s (-3.9%)5.680s (-5.6% 🟢)0.390s63.13x
💻 LocalExpress5.390s (+27.3% 🔺)6.014s (+27.3% 🔺)0.623s63.19x
💻 LocalNext.js (Turbopack)5.758s (+18.8% 🔺)6.214s (+16.2% 🔺)0.456s53.41x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.833s (-15.6% 🟢)6.186s (-1.7%)2.353s51.00x
▲ VercelExpress4.351s (+3.5%)6.254s (+3.2%)1.903s51.14x
▲ VercelNext.js (Turbopack)4.563s (-12.2% 🟢)6.673s (-4.6%)2.110s51.19x

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

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.212s (+1.0%)2.008s (~)0.796s151.00x
🐘 PostgresNext.js (Turbopack)1.287s (~)2.007s (~)0.720s151.06x
🐘 PostgresNitro1.316s (+8.2% 🔺)2.043s (+1.8%)0.727s151.09x
💻 LocalNext.js (Turbopack)1.410s (+2.1%)2.006s (~)0.596s151.16x
💻 LocalExpress1.585s (+4.9%)2.007s (~)0.422s151.31x
💻 LocalNitro1.618s (-2.3%)2.007s (~)0.388s151.34x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.330s (-3.7%)4.141s (~)1.812s81.00x
▲ VercelNext.js (Turbopack)2.575s (-25.8% 🟢)4.444s (-12.4% 🟢)1.869s71.11x
▲ VercelNitro2.629s (-10.7% 🟢)4.349s (-10.6% 🟢)1.719s71.13x

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

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.387s (-1.9%)2.508s (+8.3% 🔺)1.122s121.00x
🐘 PostgresNitro1.450s (+7.2% 🔺)2.224s (-14.2% 🟢)0.774s141.05x
🐘 PostgresNext.js (Turbopack)1.602s (-1.2%)2.318s (+1.0%)0.716s131.16x
💻 LocalNext.js (Turbopack)2.021s (-2.4%)2.592s (-8.3% 🟢)0.571s121.46x
💻 LocalNitro2.079s (-2.6%)2.509s (-3.2%)0.430s121.50x
💻 LocalExpress2.214s (+26.8% 🔺)2.735s (+27.2% 🔺)0.521s111.60x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.955s (+12.7% 🔺)5.364s (+24.5% 🔺)2.408s61.00x
▲ VercelExpress3.288s (+9.0% 🔺)5.007s (+12.4% 🔺)1.719s71.11x
▲ VercelNitro3.494s (+33.0% 🔺)5.483s (+35.3% 🔺)1.989s61.18x

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

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.565s (~)4.010s (~)2.445s81.00x
🐘 PostgresNitro1.808s (+12.2% 🔺)3.887s (+3.3%)2.079s81.16x
🐘 PostgresNext.js (Turbopack)3.512s (+28.5% 🔺)4.012s (+16.0% 🔺)0.500s82.24x
💻 LocalNitro5.904s (+0.9%)6.414s (~)0.511s53.77x
💻 LocalNext.js (Turbopack)6.168s (+25.5% 🔺)6.615s (+27.6% 🔺)0.447s53.94x
💻 LocalExpress6.240s (+33.2% 🔺)7.016s (+35.5% 🔺)0.777s53.99x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.364s (-24.8% 🟢)5.595s (-7.1% 🟢)2.232s61.00x
▲ VercelExpress4.166s (+20.5% 🔺)6.471s (+26.6% 🔺)2.306s51.24x
▲ VercelNext.js (Turbopack)4.210s (+19.1% 🔺)6.247s (+15.0% 🔺)2.037s51.25x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.554s (-1.5%)1.006s (~)0.452s601.00x
💻 LocalNitro0.608s (-3.2%)1.005s (~)0.397s601.10x
💻 LocalExpress0.621s (-0.7%)1.005s (-1.6%)0.384s601.12x
🐘 PostgresNitro0.720s (+25.3% 🔺)1.195s (+16.8% 🔺)0.475s511.30x
🐘 PostgresNext.js (Turbopack)0.826s (-2.7%)1.006s (-5.0%)0.180s601.49x
💻 LocalNext.js (Turbopack)0.903s (+2.6%)1.076s (+3.6%)0.173s561.63x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.711s (+3.5%)7.538s (+3.9%)1.827s81.00x
▲ VercelNext.js (Turbopack)5.883s (-4.0%)7.676s (-1.5%)1.793s81.03x
▲ VercelNitro6.231s (+21.7% 🔺)7.863s (+15.2% 🔺)1.632s81.09x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.337s (-1.4%)2.030s (~)0.693s451.00x
💻 LocalExpress1.533s (+2.6%)2.006s (~)0.473s451.15x
💻 LocalNitro1.548s (-0.7%)2.028s (+1.1%)0.480s451.16x
🐘 PostgresNitro1.719s (+26.9% 🔺)2.333s (+16.2% 🔺)0.614s391.29x
🐘 PostgresNext.js (Turbopack)1.946s (-2.3%)2.147s (-10.6% 🟢)0.200s431.46x
💻 LocalNext.js (Turbopack)2.164s (~)3.009s (+1.1%)0.845s301.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro13.457s (-7.5% 🟢)16.100s (-2.0%)2.643s61.00x
▲ VercelExpress13.597s (-11.1% 🟢)15.555s (-10.0% 🟢)1.959s61.01x
▲ VercelNext.js (Turbopack)14.033s (-14.6% 🟢)16.052s (-13.4% 🟢)2.018s61.04x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.697s (-0.9%)3.085s (-0.9%)0.388s391.00x
🐘 PostgresNitro2.723s (+0.9%)3.225s (+4.5%)0.501s381.01x
💻 LocalNitro3.300s (-2.2%)4.010s (~)0.709s301.22x
💻 LocalExpress3.385s (+6.2% 🔺)4.043s (+1.7%)0.657s301.26x
🐘 PostgresNext.js (Turbopack)3.834s (-0.6%)4.047s (~)0.213s301.42x
💻 LocalNext.js (Turbopack)4.377s (+1.5%)5.053s (+0.8%)0.676s241.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express28.912s (+8.7% 🔺)31.906s (+11.8% 🔺)2.993s41.00x
▲ VercelNitro30.581s (+13.3% 🔺)33.260s (+15.0% 🔺)2.679s41.06x
▲ VercelNext.js (Turbopack)31.000s (+4.1%)33.623s (+5.2% 🔺)2.623s41.07x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.235s (-2.7%)1.005s (~)0.770s601.00x
🐘 PostgresExpress0.250s (+2.7%)1.023s (+1.7%)0.773s591.06x
🐘 PostgresNext.js (Turbopack)0.308s (+4.4%)1.006s (~)0.698s601.31x
💻 LocalNitro0.418s (+0.5%)1.004s (~)0.587s601.77x
💻 LocalExpress0.443s (+11.6% 🔺)1.022s (+1.8%)0.579s591.88x
💻 LocalNext.js (Turbopack)0.577s (-2.6%)1.022s (-1.6%)0.446s592.45x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.055s (+1.2%)3.935s (+0.5%)1.880s161.00x
▲ VercelExpress2.144s (+4.6%)4.124s (+8.2% 🔺)1.980s151.04x
▲ VercelNitro2.230s (+18.9% 🔺)4.298s (+18.0% 🔺)2.068s141.09x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.363s (-9.9% 🟢)1.010s (-0.7%)0.647s901.00x
🐘 PostgresExpress0.409s (+2.6%)1.029s (+1.2%)0.620s881.13x
🐘 PostgresNext.js (Turbopack)0.591s (-11.0% 🟢)1.132s (-9.7% 🟢)0.540s801.63x
💻 LocalNitro2.117s (-3.4%)2.716s (-4.8%)0.598s345.82x
💻 LocalExpress2.194s (+6.9% 🔺)2.737s (+4.9%)0.543s336.03x
💻 LocalNext.js (Turbopack)2.548s (+10.1% 🔺)3.225s (+2.5%)0.677s287.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.957s (+13.7% 🔺)4.868s (+17.9% 🔺)1.911s191.00x
▲ VercelNitro3.116s (+9.2% 🔺)5.344s (+7.2% 🔺)2.228s171.05x
▲ VercelNext.js (Turbopack)3.153s (-4.0%)5.247s (-0.9%)2.094s181.07x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.736s (-6.2% 🟢)1.202s (-14.8% 🟢)0.466s1011.00x
🐘 PostgresExpress0.780s (+2.8%)1.257s (-10.4% 🟢)0.477s961.06x
🐘 PostgresNext.js (Turbopack)2.876s (-7.7% 🟢)3.765s (-6.2% 🟢)0.889s323.91x
💻 LocalNitro9.732s (-1.9%)10.198s (-2.4%)0.465s1213.22x
💻 LocalExpress9.806s (+10.3% 🔺)10.359s (+9.2% 🔺)0.552s1213.32x
💻 LocalNext.js (Turbopack)10.569s (+0.6%)11.667s (+2.4%)1.097s1114.36x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro5.628s (-8.5% 🟢)7.624s (-3.4%)1.996s161.00x
▲ VercelExpress6.204s (-21.0% 🟢)8.032s (-15.5% 🟢)1.828s151.10x
▲ VercelNext.js (Turbopack)7.445s (-18.9% 🟢)9.333s (-17.6% 🟢)1.887s141.32x

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

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.159s (~)1.997s (~)0.001s (+22.2% 🔺)2.010s (~)0.852s101.00x
💻 LocalNitro1.164s (-0.8%)2.005s (~)0.013s (+1.6%)2.020s (~)0.856s101.00x
💻 LocalExpress1.168s (+1.3%)2.005s (~)0.012s (+24.2% 🔺)2.020s (~)0.852s101.01x
💻 LocalNext.js (Turbopack)1.216s (~)2.004s (~)0.013s (+21.0% 🔺)2.020s (~)0.804s101.05x
🐘 PostgresNext.js (Turbopack)1.228s (~)2.000s (~)0.001s (+7.7% 🔺)2.010s (~)0.783s101.06x
🐘 PostgresNitro1.248s (+6.7% 🔺)1.993s (~)0.001s (-10.0% 🟢)2.032s (+1.1%)0.783s101.08x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.264s (~)3.300s (-9.2% 🟢)0.911s (+1.2%)4.697s (-7.2% 🟢)2.433s101.00x
▲ VercelExpress2.319s (+2.7%)3.593s (+3.3%)0.977s (-5.6% 🟢)5.066s (+2.6%)2.747s101.02x
▲ VercelNitro2.382s (-0.9%)3.435s (-2.2%)0.957s (-28.7% 🟢)4.933s (-7.1% 🟢)2.550s101.05x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.581s (+0.8%)2.005s (~)0.005s (-5.1% 🟢)2.026s (~)0.445s301.00x
💻 LocalNitro1.591s (~)2.010s (~)0.014s (+13.2% 🔺)2.027s (~)0.436s301.01x
💻 LocalExpress1.597s (+1.2%)2.010s (~)0.012s (-1.6%)2.024s (~)0.427s301.01x
💻 LocalNext.js (Turbopack)1.735s (+0.6%)2.009s (~)0.011s (-3.3%)2.023s (~)0.288s301.10x
🐘 PostgresNext.js (Turbopack)1.756s (-1.7%)2.011s (~)0.005s (-11.4% 🟢)2.025s (~)0.270s301.11x
🐘 PostgresNitro2.065s (+30.6% 🔺)2.615s (+30.4% 🔺)0.004s (-20.7% 🟢)2.637s (+30.2% 🔺)0.572s231.31x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.954s (-6.0% 🟢)7.192s (-3.8%)0.224s (-58.1% 🟢)7.892s (-7.2% 🟢)1.938s81.00x
▲ VercelNext.js (Turbopack)6.262s (-21.1% 🟢)7.682s (-17.8% 🟢)0.299s (-13.6% 🟢)8.456s (-18.3% 🟢)2.194s81.05x
▲ VercelNitro6.279s (+4.3%)8.176s (+11.9% 🔺)0.225s (-15.6% 🟢)8.899s (+8.9% 🔺)2.621s71.05x

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

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.739s (-3.5%)1.045s (~)0.000s (-50.0% 🟢)1.064s (~)0.325s571.00x
🐘 PostgresNext.js (Turbopack)1.023s (-2.2%)1.487s (-2.5%)0.000s (NaN%)1.496s (-2.4%)0.472s411.38x
🐘 PostgresNitro1.036s (+39.1% 🔺)1.460s (+39.6% 🔺)0.000s (+317.1% 🔺)1.476s (+38.2% 🔺)0.440s411.40x
💻 LocalNitro1.382s (-2.7%)2.014s (~)0.000s (-7.1% 🟢)2.016s (~)0.634s301.87x
💻 LocalExpress1.400s (+1.1%)2.014s (~)0.001s (+185.7% 🔺)2.016s (~)0.616s301.89x
💻 LocalNext.js (Turbopack)1.470s (+1.7%)2.013s (~)0.000s (+33.3% 🔺)2.016s (~)0.545s301.99x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.948s (-3.8%)4.492s (+7.3% 🔺)0.000s (NaN%)4.944s (+6.8% 🔺)1.996s131.00x
▲ VercelNext.js (Turbopack)3.171s (-26.8% 🟢)4.588s (-20.9% 🟢)0.000s (NaN%)5.109s (-19.1% 🟢)1.938s121.08x
▲ VercelNitro3.195s (-3.3%)4.681s (-3.8%)0.001s (+500.0% 🔺)5.260s (-2.2%)2.065s121.08x

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

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

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.713s (+3.9%)2.181s (+1.9%)0.000s (+Infinity% 🔺)2.233s (+1.8%)0.519s271.00x
🐘 PostgresNext.js (Turbopack)2.070s (-5.0%)2.586s (-1.0%)0.000s (-100.0% 🟢)2.593s (-1.4%)0.523s241.21x
💻 LocalNext.js (Turbopack)2.765s (-5.5% 🟢)3.359s (-5.5% 🟢)0.000s (-49.1% 🟢)3.362s (-5.5% 🟢)0.597s181.61x
🐘 PostgresNitro2.846s (+64.9% 🔺)3.331s (+47.7% 🔺)0.000s (NaN%)3.392s (+49.5% 🔺)0.546s181.66x
💻 LocalExpress3.002s (-1.3%)3.733s (~)0.001s (-43.8% 🟢)3.736s (~)0.735s171.75x
💻 LocalNitro3.190s (+0.9%)3.966s (+3.3%)0.001s (+36.4% 🔺)3.969s (+3.2%)0.779s161.86x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.494s (-18.3% 🟢)5.994s (-15.5% 🟢)0.004s (+2700.0% 🔺)6.523s (-13.9% 🟢)2.030s101.00x
▲ VercelNext.js (Turbopack)4.557s (-30.8% 🟢)5.910s (-29.0% 🟢)0.000s (NaN%)6.393s (-27.8% 🟢)1.835s101.01x
▲ VercelExpress4.661s (-28.0% 🟢)6.000s (-21.7% 🟢)0.000s (-100.0% 🟢)6.444s (-21.5% 🟢)1.783s101.04x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNitro15/21
🐘 PostgresExpress16/21
▲ VercelExpress11/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres16/21
Next.js (Turbopack)🐘 Postgres17/21
Nitro🐘 Postgres11/21
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

@VaguelySerious
VaguelySerious merged commit 5ad57e8 into mainJun 13, 2026
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@VaguelySerious
VaguelySerious deleted the peter/backport-fix-model-slug branch June 13, 2026 18:06
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No backport to stable for 5ad57e8 (AI decision).

This commit only edits .github/workflows/backport.yml, which does not exist on the stable branch (verified with git ls-tree origin/stable — there is no backport workflow on stable at all). The backport workflow lives only on main since that is where pushes trigger it to open PRs against stable, so this AI-model-slug fix has no counterpart on stable to apply to.

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

5ad57e8270a097fbc7ef15f2aaf562e8df2877fc

pranaygp added a commit that referenced this pull request Jun 14, 2026
* origin/main:
docs: document run idempotency (#2011)
Render attr_set events and run attributes in observability UI (#2393)
[ci] Fix backport job model slug (#2403)
[ci] Comment on PR when backport fails, revert to use opus 4.8 (#2400)
Update queue client to 0.3.1 (#2399)
fix(deps): upgrade esbuild to 0.28.1 (GHSA-gv7w-rqvm-qjhr) (#2395)
pranaygp added a commit that referenced this pull request Jun 16, 2026
* origin/main:
Small detail panel cleanup (#2459)
Fix lazy Next workflow HMR (#2438)
Prevent peer dependency-only major bumps (#2437)
fix(changesets): only major-bump peer dependents when out of range (#2439)
Version Packages (beta) (#2428)
otel: explicit traceparent injection + linked-trace mode for bounded per-invocation traces (#2363)
[next] Clarify `serverExternalPackages` warning (#2417)
Add .swc gitignore handling to builder (#2427)
Version Packages (beta) (#2390)
[ci] Increase dev.test.ts cleanup hook timeout (#2416)
[world-vercel] Switch event endpoints to v4 wire format (#2055)
docs: document run idempotency (#2011)
Render attr_set events and run attributes in observability UI (#2393)
[ci] Fix backport job model slug (#2403)
[ci] Comment on PR when backport fails, revert to use opus 4.8 (#2400)
Update queue client to 0.3.1 (#2399)
fix(deps): upgrade esbuild to 0.28.1 (GHSA-gv7w-rqvm-qjhr) (#2395)
test: e2e coverage for run-idempotency conflict-handling strategies (#2387)
# Conflicts:
#	pnpm-lock.yaml
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, 'i'); if (__m === '*' || __re.test(location.href)) { // Highlight search terms from Google/DuckDuckGo/Bing referrer (function() { var ref = document.referrer; var terms = []; if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) { var url = new URL(ref); var q = url.searchParams.get('q') || url.searchParams.get('p'); if (q) { terms = q.split(/\s+/).filter(function(t) { return t.length > 2; }); } } if (terms.length === 0) return; var style = document.createElement('style'); style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }'; document.head.appendChild(style); function highlight(node) { if (node.nodeType === 3) { // text node var text = node.textContent; var found = false; terms.forEach(function(term) { var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\]\\]/g, '\\') + ')', 'gi'); if (regex.test(text)) { found = true; var frag = document.createDocumentFragment(); var parts = text.split(regex); parts.forEach(function(part, i) { if (i % 2 === 0) { frag.appendChild(document.createTextNode(part)); } else { var span = document.createElement('span'); span.className = 'userscript-highlight'; span.textContent = part; frag.appendChild(span); } }); node.parentNode.replaceChild(frag, node); } }); } else if (node.nodeType === 1 && node.childNodes) { // element var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT']; if (!skipTags.includes(node.tagName)) { Array.from(node.childNodes).forEach(highlight); } } } highlight(document.body); // Re-highlight on dynamic content var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1 || node.nodeType === 3) highlight(node); }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' [ci] Backport workflow: fix Opus model slug (claude-opus-4.8) by VaguelySerious · Pull Request #2403 · vercel/workflow · GitHub
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[ci] Backport workflow: fix Opus model slug (claude-opus-4.8) - #2403

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VaguelySerious merged 1 commit into
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peter/backport-fix-model-slug
Jun 13, 2026
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[ci] Backport workflow: fix Opus model slug (claude-opus-4.8)#2403
VaguelySerious merged 1 commit into
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What

Fixes the AI model slug in .github/workflows/backport.yml: anthropic/claude-opus-4-8anthropic/claude-opus-4.8 (dot in the version).

Why

The previous PR (#2400) switched the model to claude-opus-4-8, but the Vercel AI Gateway exposes Opus 4.8 as anthropic/claude-opus-4.8 (see https://ai-gateway.vercel.sh/v1/models). The dashed form 404s with ProviderModelNotFoundError: Model not found: vercel/anthropic/claude-opus-4-8 — the same failure class as the old claude-fable-5.

This was masked at first because:

  • On workflow_dispatch, the decision step short-circuits (forces yes, never calls opencode).
  • A clean cherry-pick skips the conflict-resolver, so opencode is never invoked.

So the model is only exercised when a backport hits a real cherry-pick conflict — which is exactly when the 404 showed up (re-running the esbuild backport #2395).

Verification

Confirmed the valid slug against the gateway's public model list:

$ curl -s https://ai-gateway.vercel.sh/v1/models | ... grep opus
anthropic/claude-opus-4
anthropic/claude-opus-4.1
anthropic/claude-opus-4.5
anthropic/claude-opus-4.6
anthropic/claude-opus-4.7
anthropic/claude-opus-4.8

CI-only change → empty changeset.

🤖 Generated with Claude Code

The Vercel AI Gateway exposes Opus 4.8 as `anthropic/claude-opus-4.8`
(dot in the version). The dashed form `claude-opus-4-8` 404s with
ProviderModelNotFoundError, which only surfaced on backports that hit a
cherry-pick conflict (the decision step short-circuits on workflow_dispatch
and clean cherry-picks never invoke opencode).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@VaguelySerious
VaguelySerious requested a review from a team as a code ownerJune 13, 2026 17:59
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🦋 Changeset detected

Latest commit: 8d8f512

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

This PR includes changesets to release 0 packages

When changesets are added to this PR, you'll see the packages that this PR includes changesets for and the associated semver types

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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🧪 E2E Test Results

All tests passed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production144202191661
✅ 💻 Local Development174402191963
✅ 📦 Local Production189502192114
✅ 🐘 Local Postgres188102332114
✅ 🪟 Windows15100151
✅ 📋 Other87901781057
Total7992010689060

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro125026
✅ example125026
✅ express125026
✅ fastify125026
✅ hono125026
✅ nextjs-turbopack14902
✅ nextjs-webpack14902
✅ nitro125026
✅ nuxt125026
✅ sveltekit14407
✅ vite125026
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable126025
✅ express-stable126025
✅ fastify-stable126025
✅ hono-stable126025
✅ nextjs-turbopack-canary132019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15100
✅ nextjs-turbopack-stable-lazy-discovery-enabled15100
✅ nextjs-webpack-canary132019
✅ nextjs-webpack-stable-lazy-discovery-enabled15100
✅ nitro-stable126025
✅ nuxt-stable126025
✅ sveltekit-stable14506
✅ vite-stable126025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable126025
✅ express-stable126025
✅ fastify-stable126025
✅ hono-stable126025
✅ nextjs-turbopack-canary132019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15100
✅ nextjs-turbopack-stable-lazy-discovery-enabled15100
✅ nextjs-webpack-canary132019
✅ nextjs-webpack-stable-lazy-discovery-disabled15100
✅ nextjs-webpack-stable-lazy-discovery-enabled15100
✅ nitro-stable126025
✅ nuxt-stable126025
✅ sveltekit-stable14506
✅ vite-stable126025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable125026
✅ express-stable125026
✅ fastify-stable125026
✅ hono-stable125026
✅ nextjs-turbopack-canary131020
✅ nextjs-turbopack-stable-lazy-discovery-disabled15001
✅ nextjs-turbopack-stable-lazy-discovery-enabled15001
✅ nextjs-webpack-canary131020
✅ nextjs-webpack-stable-lazy-discovery-disabled15001
✅ nextjs-webpack-stable-lazy-discovery-enabled15001
✅ nitro-stable125026
✅ nuxt-stable125026
✅ sveltekit-stable14407
✅ vite-stable125026
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack15100
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable126025
✅ e2e-local-dev-tanstack-start-126025
✅ e2e-local-postgres-nest-stable125026
✅ e2e-local-postgres-tanstack-start-125026
✅ e2e-local-prod-nest-stable126025
✅ e2e-local-prod-tanstack-start-126025
✅ e2e-vercel-prod-tanstack-start125026

📋 View full workflow run


Some E2E test jobs failed:

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

Check the workflow run for details.

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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🥇 Express0.046s (+7.7% 🔺)1.006s (~)0.960s101.00x
💻 LocalNitro0.047s (-2.3%)1.016s (+1.0%)0.969s101.02x
🐘 PostgresExpress0.057s (-5.9% 🟢)1.012s (~)0.955s101.24x
💻 LocalNext.js (Turbopack)0.062s (+0.8%)1.007s (~)0.945s101.35x
🐘 PostgresNext.js (Turbopack)0.069s (+3.9%)1.011s (~)0.942s101.51x
🐘 PostgresNitro0.178s (+176.9% 🔺)1.094s (+8.0% 🔺)0.916s103.88x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro0.256s (-2.7%)2.399s (+1.8%)2.144s101.00x
▲ VercelExpress0.275s (-14.0% 🟢)2.270s (-0.8%)1.995s101.08x
▲ VercelNext.js (Turbopack)0.293s (-27.2% 🟢)2.598s (+2.0%)2.306s101.15x

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

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.094s (-0.6%)2.007s (~)0.913s101.00x
💻 LocalExpress1.098s (~)2.006s (~)0.908s101.00x
🐘 PostgresNitro1.104s (-0.6%)2.016s (~)0.911s101.01x
🐘 PostgresExpress1.104s (~)2.010s (~)0.905s101.01x
🐘 PostgresNext.js (Turbopack)1.143s (-1.1%)2.010s (~)0.866s101.04x
💻 LocalNext.js (Turbopack)1.148s (~)2.007s (~)0.858s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express1.704s (+1.9%)3.562s (-3.0%)1.857s101.00x
▲ VercelNext.js (Turbopack)1.716s (+4.1%)3.855s (+0.6%)2.139s101.01x
▲ VercelNitro1.847s (+12.8% 🔺)3.994s (+5.2% 🔺)2.147s101.08x

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

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro10.519s (~)11.024s (~)0.505s31.00x
💻 LocalExpress10.555s (~)11.023s (~)0.468s31.00x
🐘 PostgresExpress10.556s (~)11.022s (~)0.466s31.00x
🐘 PostgresNitro10.576s (~)11.021s (~)0.445s31.01x
💻 LocalNext.js (Turbopack)10.809s (~)11.022s (~)0.214s31.03x
🐘 PostgresNext.js (Turbopack)10.872s (-0.6%)11.018s (-2.9%)0.146s31.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express13.747s (-2.8%)15.850s (+1.8%)2.103s21.00x
▲ VercelNitro13.771s (-44.5% 🟢)15.328s (-41.3% 🟢)1.557s21.00x
▲ VercelNext.js (Turbopack)14.278s (-6.6% 🟢)16.223s (-6.6% 🟢)1.945s21.04x

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

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro13.750s (~)14.027s (~)0.276s51.00x
💻 LocalExpress13.825s (~)14.227s (+1.4%)0.401s51.01x
🐘 PostgresExpress13.846s (+0.5%)14.018s (~)0.172s51.01x
🐘 PostgresNitro14.227s (+2.5%)14.845s (+4.4%)0.618s51.03x
🐘 PostgresNext.js (Turbopack)14.373s (-2.6%)15.014s (-1.7%)0.640s41.05x
💻 LocalNext.js (Turbopack)14.437s (-0.6%)15.030s (~)0.593s41.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express23.280s (+3.3%)25.337s (+3.8%)2.057s31.00x
▲ VercelNitro23.735s (+12.6% 🔺)25.621s (+11.6% 🔺)1.886s31.02x
▲ VercelNext.js (Turbopack)24.790s (+18.9% 🔺)26.770s (+17.7% 🔺)1.980s31.06x

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

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express12.445s (~)13.020s (~)0.574s71.00x
💻 LocalNitro12.455s (-1.0%)13.024s (~)0.569s71.00x
💻 LocalExpress12.523s (~)13.026s (~)0.503s71.01x
🐘 PostgresNitro12.734s (+1.7%)13.157s (+1.1%)0.422s71.02x
🐘 PostgresNext.js (Turbopack)13.723s (-1.2%)14.018s (-2.0%)0.295s71.10x
💻 LocalNext.js (Turbopack)13.851s (+1.8%)14.170s (+1.0%)0.319s71.11x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express30.315s (-20.5% 🟢)32.651s (-17.5% 🟢)2.336s31.00x
▲ VercelNitro30.355s (+1.1%)32.789s (+1.5%)2.434s31.00x
▲ VercelNext.js (Turbopack)30.789s (+1.2%)33.030s (+1.5%)2.240s31.02x

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

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.197s (-2.9%)2.006s (~)0.810s151.00x
💻 LocalNitro1.210s (+1.7%)2.006s (~)0.796s151.01x
🐘 PostgresExpress1.232s (+2.0%)2.008s (~)0.776s151.03x
🐘 PostgresNitro1.252s (+3.8%)2.016s (~)0.764s151.05x
🐘 PostgresNext.js (Turbopack)1.277s (~)2.008s (~)0.731s151.07x
💻 LocalNext.js (Turbopack)1.320s (+0.8%)2.007s (~)0.686s151.10x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.699s (+10.8% 🔺)4.310s (+6.6% 🔺)1.612s71.00x
▲ VercelExpress2.802s (-38.6% 🟢)4.459s (-25.8% 🟢)1.657s71.04x
▲ VercelNext.js (Turbopack)3.218s (+21.1% 🔺)4.953s (+13.1% 🔺)1.735s71.19x

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

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.377s (~)2.170s (-9.3% 🟢)0.793s141.00x
🐘 PostgresExpress1.386s (+2.0%)2.224s (-7.1% 🟢)0.838s141.01x
🐘 PostgresNext.js (Turbopack)1.581s (~)2.591s (+13.0% 🔺)1.010s121.15x
💻 LocalNitro1.831s (-6.7% 🟢)2.149s (-7.2% 🟢)0.319s141.33x
💻 LocalNext.js (Turbopack)1.866s (+5.4% 🔺)2.222s (+10.8% 🔺)0.357s141.35x
💻 LocalExpress2.029s (+25.0% 🔺)2.364s (+17.9% 🔺)0.335s141.47x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.024s (-15.9% 🟢)4.980s (-2.2%)1.956s71.00x
▲ VercelNitro3.262s (-9.3% 🟢)5.284s (-3.0%)2.022s61.08x
▲ VercelNext.js (Turbopack)4.656s (+49.9% 🔺)6.450s (+24.5% 🔺)1.794s51.54x

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

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.689s (+6.7% 🔺)4.139s (+3.2%)2.450s81.00x
🐘 PostgresNitro2.056s (+27.8% 🔺)3.457s (-16.6% 🟢)1.401s91.22x
🐘 PostgresNext.js (Turbopack)3.443s (+5.1% 🔺)4.144s (+3.2%)0.700s82.04x
💻 LocalNitro5.290s (-3.9%)5.680s (-5.6% 🟢)0.390s63.13x
💻 LocalExpress5.390s (+27.3% 🔺)6.014s (+27.3% 🔺)0.623s63.19x
💻 LocalNext.js (Turbopack)5.758s (+18.8% 🔺)6.214s (+16.2% 🔺)0.456s53.41x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.833s (-15.6% 🟢)6.186s (-1.7%)2.353s51.00x
▲ VercelExpress4.351s (+3.5%)6.254s (+3.2%)1.903s51.14x
▲ VercelNext.js (Turbopack)4.563s (-12.2% 🟢)6.673s (-4.6%)2.110s51.19x

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

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.212s (+1.0%)2.008s (~)0.796s151.00x
🐘 PostgresNext.js (Turbopack)1.287s (~)2.007s (~)0.720s151.06x
🐘 PostgresNitro1.316s (+8.2% 🔺)2.043s (+1.8%)0.727s151.09x
💻 LocalNext.js (Turbopack)1.410s (+2.1%)2.006s (~)0.596s151.16x
💻 LocalExpress1.585s (+4.9%)2.007s (~)0.422s151.31x
💻 LocalNitro1.618s (-2.3%)2.007s (~)0.388s151.34x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.330s (-3.7%)4.141s (~)1.812s81.00x
▲ VercelNext.js (Turbopack)2.575s (-25.8% 🟢)4.444s (-12.4% 🟢)1.869s71.11x
▲ VercelNitro2.629s (-10.7% 🟢)4.349s (-10.6% 🟢)1.719s71.13x

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

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.387s (-1.9%)2.508s (+8.3% 🔺)1.122s121.00x
🐘 PostgresNitro1.450s (+7.2% 🔺)2.224s (-14.2% 🟢)0.774s141.05x
🐘 PostgresNext.js (Turbopack)1.602s (-1.2%)2.318s (+1.0%)0.716s131.16x
💻 LocalNext.js (Turbopack)2.021s (-2.4%)2.592s (-8.3% 🟢)0.571s121.46x
💻 LocalNitro2.079s (-2.6%)2.509s (-3.2%)0.430s121.50x
💻 LocalExpress2.214s (+26.8% 🔺)2.735s (+27.2% 🔺)0.521s111.60x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.955s (+12.7% 🔺)5.364s (+24.5% 🔺)2.408s61.00x
▲ VercelExpress3.288s (+9.0% 🔺)5.007s (+12.4% 🔺)1.719s71.11x
▲ VercelNitro3.494s (+33.0% 🔺)5.483s (+35.3% 🔺)1.989s61.18x

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

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.565s (~)4.010s (~)2.445s81.00x
🐘 PostgresNitro1.808s (+12.2% 🔺)3.887s (+3.3%)2.079s81.16x
🐘 PostgresNext.js (Turbopack)3.512s (+28.5% 🔺)4.012s (+16.0% 🔺)0.500s82.24x
💻 LocalNitro5.904s (+0.9%)6.414s (~)0.511s53.77x
💻 LocalNext.js (Turbopack)6.168s (+25.5% 🔺)6.615s (+27.6% 🔺)0.447s53.94x
💻 LocalExpress6.240s (+33.2% 🔺)7.016s (+35.5% 🔺)0.777s53.99x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.364s (-24.8% 🟢)5.595s (-7.1% 🟢)2.232s61.00x
▲ VercelExpress4.166s (+20.5% 🔺)6.471s (+26.6% 🔺)2.306s51.24x
▲ VercelNext.js (Turbopack)4.210s (+19.1% 🔺)6.247s (+15.0% 🔺)2.037s51.25x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.554s (-1.5%)1.006s (~)0.452s601.00x
💻 LocalNitro0.608s (-3.2%)1.005s (~)0.397s601.10x
💻 LocalExpress0.621s (-0.7%)1.005s (-1.6%)0.384s601.12x
🐘 PostgresNitro0.720s (+25.3% 🔺)1.195s (+16.8% 🔺)0.475s511.30x
🐘 PostgresNext.js (Turbopack)0.826s (-2.7%)1.006s (-5.0%)0.180s601.49x
💻 LocalNext.js (Turbopack)0.903s (+2.6%)1.076s (+3.6%)0.173s561.63x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.711s (+3.5%)7.538s (+3.9%)1.827s81.00x
▲ VercelNext.js (Turbopack)5.883s (-4.0%)7.676s (-1.5%)1.793s81.03x
▲ VercelNitro6.231s (+21.7% 🔺)7.863s (+15.2% 🔺)1.632s81.09x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.337s (-1.4%)2.030s (~)0.693s451.00x
💻 LocalExpress1.533s (+2.6%)2.006s (~)0.473s451.15x
💻 LocalNitro1.548s (-0.7%)2.028s (+1.1%)0.480s451.16x
🐘 PostgresNitro1.719s (+26.9% 🔺)2.333s (+16.2% 🔺)0.614s391.29x
🐘 PostgresNext.js (Turbopack)1.946s (-2.3%)2.147s (-10.6% 🟢)0.200s431.46x
💻 LocalNext.js (Turbopack)2.164s (~)3.009s (+1.1%)0.845s301.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro13.457s (-7.5% 🟢)16.100s (-2.0%)2.643s61.00x
▲ VercelExpress13.597s (-11.1% 🟢)15.555s (-10.0% 🟢)1.959s61.01x
▲ VercelNext.js (Turbopack)14.033s (-14.6% 🟢)16.052s (-13.4% 🟢)2.018s61.04x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.697s (-0.9%)3.085s (-0.9%)0.388s391.00x
🐘 PostgresNitro2.723s (+0.9%)3.225s (+4.5%)0.501s381.01x
💻 LocalNitro3.300s (-2.2%)4.010s (~)0.709s301.22x
💻 LocalExpress3.385s (+6.2% 🔺)4.043s (+1.7%)0.657s301.26x
🐘 PostgresNext.js (Turbopack)3.834s (-0.6%)4.047s (~)0.213s301.42x
💻 LocalNext.js (Turbopack)4.377s (+1.5%)5.053s (+0.8%)0.676s241.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express28.912s (+8.7% 🔺)31.906s (+11.8% 🔺)2.993s41.00x
▲ VercelNitro30.581s (+13.3% 🔺)33.260s (+15.0% 🔺)2.679s41.06x
▲ VercelNext.js (Turbopack)31.000s (+4.1%)33.623s (+5.2% 🔺)2.623s41.07x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.235s (-2.7%)1.005s (~)0.770s601.00x
🐘 PostgresExpress0.250s (+2.7%)1.023s (+1.7%)0.773s591.06x
🐘 PostgresNext.js (Turbopack)0.308s (+4.4%)1.006s (~)0.698s601.31x
💻 LocalNitro0.418s (+0.5%)1.004s (~)0.587s601.77x
💻 LocalExpress0.443s (+11.6% 🔺)1.022s (+1.8%)0.579s591.88x
💻 LocalNext.js (Turbopack)0.577s (-2.6%)1.022s (-1.6%)0.446s592.45x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.055s (+1.2%)3.935s (+0.5%)1.880s161.00x
▲ VercelExpress2.144s (+4.6%)4.124s (+8.2% 🔺)1.980s151.04x
▲ VercelNitro2.230s (+18.9% 🔺)4.298s (+18.0% 🔺)2.068s141.09x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.363s (-9.9% 🟢)1.010s (-0.7%)0.647s901.00x
🐘 PostgresExpress0.409s (+2.6%)1.029s (+1.2%)0.620s881.13x
🐘 PostgresNext.js (Turbopack)0.591s (-11.0% 🟢)1.132s (-9.7% 🟢)0.540s801.63x
💻 LocalNitro2.117s (-3.4%)2.716s (-4.8%)0.598s345.82x
💻 LocalExpress2.194s (+6.9% 🔺)2.737s (+4.9%)0.543s336.03x
💻 LocalNext.js (Turbopack)2.548s (+10.1% 🔺)3.225s (+2.5%)0.677s287.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.957s (+13.7% 🔺)4.868s (+17.9% 🔺)1.911s191.00x
▲ VercelNitro3.116s (+9.2% 🔺)5.344s (+7.2% 🔺)2.228s171.05x
▲ VercelNext.js (Turbopack)3.153s (-4.0%)5.247s (-0.9%)2.094s181.07x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.736s (-6.2% 🟢)1.202s (-14.8% 🟢)0.466s1011.00x
🐘 PostgresExpress0.780s (+2.8%)1.257s (-10.4% 🟢)0.477s961.06x
🐘 PostgresNext.js (Turbopack)2.876s (-7.7% 🟢)3.765s (-6.2% 🟢)0.889s323.91x
💻 LocalNitro9.732s (-1.9%)10.198s (-2.4%)0.465s1213.22x
💻 LocalExpress9.806s (+10.3% 🔺)10.359s (+9.2% 🔺)0.552s1213.32x
💻 LocalNext.js (Turbopack)10.569s (+0.6%)11.667s (+2.4%)1.097s1114.36x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro5.628s (-8.5% 🟢)7.624s (-3.4%)1.996s161.00x
▲ VercelExpress6.204s (-21.0% 🟢)8.032s (-15.5% 🟢)1.828s151.10x
▲ VercelNext.js (Turbopack)7.445s (-18.9% 🟢)9.333s (-17.6% 🟢)1.887s141.32x

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

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.159s (~)1.997s (~)0.001s (+22.2% 🔺)2.010s (~)0.852s101.00x
💻 LocalNitro1.164s (-0.8%)2.005s (~)0.013s (+1.6%)2.020s (~)0.856s101.00x
💻 LocalExpress1.168s (+1.3%)2.005s (~)0.012s (+24.2% 🔺)2.020s (~)0.852s101.01x
💻 LocalNext.js (Turbopack)1.216s (~)2.004s (~)0.013s (+21.0% 🔺)2.020s (~)0.804s101.05x
🐘 PostgresNext.js (Turbopack)1.228s (~)2.000s (~)0.001s (+7.7% 🔺)2.010s (~)0.783s101.06x
🐘 PostgresNitro1.248s (+6.7% 🔺)1.993s (~)0.001s (-10.0% 🟢)2.032s (+1.1%)0.783s101.08x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.264s (~)3.300s (-9.2% 🟢)0.911s (+1.2%)4.697s (-7.2% 🟢)2.433s101.00x
▲ VercelExpress2.319s (+2.7%)3.593s (+3.3%)0.977s (-5.6% 🟢)5.066s (+2.6%)2.747s101.02x
▲ VercelNitro2.382s (-0.9%)3.435s (-2.2%)0.957s (-28.7% 🟢)4.933s (-7.1% 🟢)2.550s101.05x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.581s (+0.8%)2.005s (~)0.005s (-5.1% 🟢)2.026s (~)0.445s301.00x
💻 LocalNitro1.591s (~)2.010s (~)0.014s (+13.2% 🔺)2.027s (~)0.436s301.01x
💻 LocalExpress1.597s (+1.2%)2.010s (~)0.012s (-1.6%)2.024s (~)0.427s301.01x
💻 LocalNext.js (Turbopack)1.735s (+0.6%)2.009s (~)0.011s (-3.3%)2.023s (~)0.288s301.10x
🐘 PostgresNext.js (Turbopack)1.756s (-1.7%)2.011s (~)0.005s (-11.4% 🟢)2.025s (~)0.270s301.11x
🐘 PostgresNitro2.065s (+30.6% 🔺)2.615s (+30.4% 🔺)0.004s (-20.7% 🟢)2.637s (+30.2% 🔺)0.572s231.31x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.954s (-6.0% 🟢)7.192s (-3.8%)0.224s (-58.1% 🟢)7.892s (-7.2% 🟢)1.938s81.00x
▲ VercelNext.js (Turbopack)6.262s (-21.1% 🟢)7.682s (-17.8% 🟢)0.299s (-13.6% 🟢)8.456s (-18.3% 🟢)2.194s81.05x
▲ VercelNitro6.279s (+4.3%)8.176s (+11.9% 🔺)0.225s (-15.6% 🟢)8.899s (+8.9% 🔺)2.621s71.05x

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

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.739s (-3.5%)1.045s (~)0.000s (-50.0% 🟢)1.064s (~)0.325s571.00x
🐘 PostgresNext.js (Turbopack)1.023s (-2.2%)1.487s (-2.5%)0.000s (NaN%)1.496s (-2.4%)0.472s411.38x
🐘 PostgresNitro1.036s (+39.1% 🔺)1.460s (+39.6% 🔺)0.000s (+317.1% 🔺)1.476s (+38.2% 🔺)0.440s411.40x
💻 LocalNitro1.382s (-2.7%)2.014s (~)0.000s (-7.1% 🟢)2.016s (~)0.634s301.87x
💻 LocalExpress1.400s (+1.1%)2.014s (~)0.001s (+185.7% 🔺)2.016s (~)0.616s301.89x
💻 LocalNext.js (Turbopack)1.470s (+1.7%)2.013s (~)0.000s (+33.3% 🔺)2.016s (~)0.545s301.99x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.948s (-3.8%)4.492s (+7.3% 🔺)0.000s (NaN%)4.944s (+6.8% 🔺)1.996s131.00x
▲ VercelNext.js (Turbopack)3.171s (-26.8% 🟢)4.588s (-20.9% 🟢)0.000s (NaN%)5.109s (-19.1% 🟢)1.938s121.08x
▲ VercelNitro3.195s (-3.3%)4.681s (-3.8%)0.001s (+500.0% 🔺)5.260s (-2.2%)2.065s121.08x

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

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

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.713s (+3.9%)2.181s (+1.9%)0.000s (+Infinity% 🔺)2.233s (+1.8%)0.519s271.00x
🐘 PostgresNext.js (Turbopack)2.070s (-5.0%)2.586s (-1.0%)0.000s (-100.0% 🟢)2.593s (-1.4%)0.523s241.21x
💻 LocalNext.js (Turbopack)2.765s (-5.5% 🟢)3.359s (-5.5% 🟢)0.000s (-49.1% 🟢)3.362s (-5.5% 🟢)0.597s181.61x
🐘 PostgresNitro2.846s (+64.9% 🔺)3.331s (+47.7% 🔺)0.000s (NaN%)3.392s (+49.5% 🔺)0.546s181.66x
💻 LocalExpress3.002s (-1.3%)3.733s (~)0.001s (-43.8% 🟢)3.736s (~)0.735s171.75x
💻 LocalNitro3.190s (+0.9%)3.966s (+3.3%)0.001s (+36.4% 🔺)3.969s (+3.2%)0.779s161.86x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.494s (-18.3% 🟢)5.994s (-15.5% 🟢)0.004s (+2700.0% 🔺)6.523s (-13.9% 🟢)2.030s101.00x
▲ VercelNext.js (Turbopack)4.557s (-30.8% 🟢)5.910s (-29.0% 🟢)0.000s (NaN%)6.393s (-27.8% 🟢)1.835s101.01x
▲ VercelExpress4.661s (-28.0% 🟢)6.000s (-21.7% 🟢)0.000s (-100.0% 🟢)6.444s (-21.5% 🟢)1.783s101.04x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNitro15/21
🐘 PostgresExpress16/21
▲ VercelExpress11/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres16/21
Next.js (Turbopack)🐘 Postgres17/21
Nitro🐘 Postgres11/21
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

@VaguelySerious
VaguelySerious merged commit 5ad57e8 into mainJun 13, 2026
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VaguelySerious deleted the peter/backport-fix-model-slug branch June 13, 2026 18:06
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No backport to stable for 5ad57e8 (AI decision).

This commit only edits .github/workflows/backport.yml, which does not exist on the stable branch (verified with git ls-tree origin/stable — there is no backport workflow on stable at all). The backport workflow lives only on main since that is where pushes trigger it to open PRs against stable, so this AI-model-slug fix has no counterpart on stable to apply to.

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

5ad57e8270a097fbc7ef15f2aaf562e8df2877fc

pranaygp added a commit that referenced this pull request Jun 14, 2026
* origin/main:
docs: document run idempotency (#2011)
Render attr_set events and run attributes in observability UI (#2393)
[ci] Fix backport job model slug (#2403)
[ci] Comment on PR when backport fails, revert to use opus 4.8 (#2400)
Update queue client to 0.3.1 (#2399)
fix(deps): upgrade esbuild to 0.28.1 (GHSA-gv7w-rqvm-qjhr) (#2395)
pranaygp added a commit that referenced this pull request Jun 16, 2026
* origin/main:
Small detail panel cleanup (#2459)
Fix lazy Next workflow HMR (#2438)
Prevent peer dependency-only major bumps (#2437)
fix(changesets): only major-bump peer dependents when out of range (#2439)
Version Packages (beta) (#2428)
otel: explicit traceparent injection + linked-trace mode for bounded per-invocation traces (#2363)
[next] Clarify `serverExternalPackages` warning (#2417)
Add .swc gitignore handling to builder (#2427)
Version Packages (beta) (#2390)
[ci] Increase dev.test.ts cleanup hook timeout (#2416)
[world-vercel] Switch event endpoints to v4 wire format (#2055)
docs: document run idempotency (#2011)
Render attr_set events and run attributes in observability UI (#2393)
[ci] Fix backport job model slug (#2403)
[ci] Comment on PR when backport fails, revert to use opus 4.8 (#2400)
Update queue client to 0.3.1 (#2399)
fix(deps): upgrade esbuild to 0.28.1 (GHSA-gv7w-rqvm-qjhr) (#2395)
test: e2e coverage for run-idempotency conflict-handling strategies (#2387)
# Conflicts:
#	pnpm-lock.yaml
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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" + ' [ci] Backport workflow: fix Opus model slug (claude-opus-4.8) by VaguelySerious · Pull Request #2403 · vercel/workflow · GitHub
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[ci] Backport workflow: fix Opus model slug (claude-opus-4.8) - #2403

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VaguelySerious merged 1 commit into
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Jun 13, 2026
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[ci] Backport workflow: fix Opus model slug (claude-opus-4.8)#2403
VaguelySerious merged 1 commit into
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What

Fixes the AI model slug in .github/workflows/backport.yml: anthropic/claude-opus-4-8anthropic/claude-opus-4.8 (dot in the version).

Why

The previous PR (#2400) switched the model to claude-opus-4-8, but the Vercel AI Gateway exposes Opus 4.8 as anthropic/claude-opus-4.8 (see https://ai-gateway.vercel.sh/v1/models). The dashed form 404s with ProviderModelNotFoundError: Model not found: vercel/anthropic/claude-opus-4-8 — the same failure class as the old claude-fable-5.

This was masked at first because:

  • On workflow_dispatch, the decision step short-circuits (forces yes, never calls opencode).
  • A clean cherry-pick skips the conflict-resolver, so opencode is never invoked.

So the model is only exercised when a backport hits a real cherry-pick conflict — which is exactly when the 404 showed up (re-running the esbuild backport #2395).

Verification

Confirmed the valid slug against the gateway's public model list:

$ curl -s https://ai-gateway.vercel.sh/v1/models | ... grep opus
anthropic/claude-opus-4
anthropic/claude-opus-4.1
anthropic/claude-opus-4.5
anthropic/claude-opus-4.6
anthropic/claude-opus-4.7
anthropic/claude-opus-4.8

CI-only change → empty changeset.

🤖 Generated with Claude Code

The Vercel AI Gateway exposes Opus 4.8 as `anthropic/claude-opus-4.8`
(dot in the version). The dashed form `claude-opus-4-8` 404s with
ProviderModelNotFoundError, which only surfaced on backports that hit a
cherry-pick conflict (the decision step short-circuits on workflow_dispatch
and clean cherry-picks never invoke opencode).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@VaguelySerious
VaguelySerious requested a review from a team as a code ownerJune 13, 2026 17:59
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🦋 Changeset detected

Latest commit: 8d8f512

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

This PR includes changesets to release 0 packages

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

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🧪 E2E Test Results

All tests passed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production144202191661
✅ 💻 Local Development174402191963
✅ 📦 Local Production189502192114
✅ 🐘 Local Postgres188102332114
✅ 🪟 Windows15100151
✅ 📋 Other87901781057
Total7992010689060

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro125026
✅ example125026
✅ express125026
✅ fastify125026
✅ hono125026
✅ nextjs-turbopack14902
✅ nextjs-webpack14902
✅ nitro125026
✅ nuxt125026
✅ sveltekit14407
✅ vite125026
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable126025
✅ express-stable126025
✅ fastify-stable126025
✅ hono-stable126025
✅ nextjs-turbopack-canary132019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15100
✅ nextjs-turbopack-stable-lazy-discovery-enabled15100
✅ nextjs-webpack-canary132019
✅ nextjs-webpack-stable-lazy-discovery-enabled15100
✅ nitro-stable126025
✅ nuxt-stable126025
✅ sveltekit-stable14506
✅ vite-stable126025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable126025
✅ express-stable126025
✅ fastify-stable126025
✅ hono-stable126025
✅ nextjs-turbopack-canary132019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15100
✅ nextjs-turbopack-stable-lazy-discovery-enabled15100
✅ nextjs-webpack-canary132019
✅ nextjs-webpack-stable-lazy-discovery-disabled15100
✅ nextjs-webpack-stable-lazy-discovery-enabled15100
✅ nitro-stable126025
✅ nuxt-stable126025
✅ sveltekit-stable14506
✅ vite-stable126025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable125026
✅ express-stable125026
✅ fastify-stable125026
✅ hono-stable125026
✅ nextjs-turbopack-canary131020
✅ nextjs-turbopack-stable-lazy-discovery-disabled15001
✅ nextjs-turbopack-stable-lazy-discovery-enabled15001
✅ nextjs-webpack-canary131020
✅ nextjs-webpack-stable-lazy-discovery-disabled15001
✅ nextjs-webpack-stable-lazy-discovery-enabled15001
✅ nitro-stable125026
✅ nuxt-stable125026
✅ sveltekit-stable14407
✅ vite-stable125026
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack15100
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable126025
✅ e2e-local-dev-tanstack-start-126025
✅ e2e-local-postgres-nest-stable125026
✅ e2e-local-postgres-tanstack-start-125026
✅ e2e-local-prod-nest-stable126025
✅ e2e-local-prod-tanstack-start-126025
✅ e2e-vercel-prod-tanstack-start125026

📋 View full workflow run


Some E2E test jobs failed:

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

Check the workflow run for details.

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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🥇 Express0.046s (+7.7% 🔺)1.006s (~)0.960s101.00x
💻 LocalNitro0.047s (-2.3%)1.016s (+1.0%)0.969s101.02x
🐘 PostgresExpress0.057s (-5.9% 🟢)1.012s (~)0.955s101.24x
💻 LocalNext.js (Turbopack)0.062s (+0.8%)1.007s (~)0.945s101.35x
🐘 PostgresNext.js (Turbopack)0.069s (+3.9%)1.011s (~)0.942s101.51x
🐘 PostgresNitro0.178s (+176.9% 🔺)1.094s (+8.0% 🔺)0.916s103.88x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro0.256s (-2.7%)2.399s (+1.8%)2.144s101.00x
▲ VercelExpress0.275s (-14.0% 🟢)2.270s (-0.8%)1.995s101.08x
▲ VercelNext.js (Turbopack)0.293s (-27.2% 🟢)2.598s (+2.0%)2.306s101.15x

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

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.094s (-0.6%)2.007s (~)0.913s101.00x
💻 LocalExpress1.098s (~)2.006s (~)0.908s101.00x
🐘 PostgresNitro1.104s (-0.6%)2.016s (~)0.911s101.01x
🐘 PostgresExpress1.104s (~)2.010s (~)0.905s101.01x
🐘 PostgresNext.js (Turbopack)1.143s (-1.1%)2.010s (~)0.866s101.04x
💻 LocalNext.js (Turbopack)1.148s (~)2.007s (~)0.858s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express1.704s (+1.9%)3.562s (-3.0%)1.857s101.00x
▲ VercelNext.js (Turbopack)1.716s (+4.1%)3.855s (+0.6%)2.139s101.01x
▲ VercelNitro1.847s (+12.8% 🔺)3.994s (+5.2% 🔺)2.147s101.08x

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

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro10.519s (~)11.024s (~)0.505s31.00x
💻 LocalExpress10.555s (~)11.023s (~)0.468s31.00x
🐘 PostgresExpress10.556s (~)11.022s (~)0.466s31.00x
🐘 PostgresNitro10.576s (~)11.021s (~)0.445s31.01x
💻 LocalNext.js (Turbopack)10.809s (~)11.022s (~)0.214s31.03x
🐘 PostgresNext.js (Turbopack)10.872s (-0.6%)11.018s (-2.9%)0.146s31.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express13.747s (-2.8%)15.850s (+1.8%)2.103s21.00x
▲ VercelNitro13.771s (-44.5% 🟢)15.328s (-41.3% 🟢)1.557s21.00x
▲ VercelNext.js (Turbopack)14.278s (-6.6% 🟢)16.223s (-6.6% 🟢)1.945s21.04x

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

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro13.750s (~)14.027s (~)0.276s51.00x
💻 LocalExpress13.825s (~)14.227s (+1.4%)0.401s51.01x
🐘 PostgresExpress13.846s (+0.5%)14.018s (~)0.172s51.01x
🐘 PostgresNitro14.227s (+2.5%)14.845s (+4.4%)0.618s51.03x
🐘 PostgresNext.js (Turbopack)14.373s (-2.6%)15.014s (-1.7%)0.640s41.05x
💻 LocalNext.js (Turbopack)14.437s (-0.6%)15.030s (~)0.593s41.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express23.280s (+3.3%)25.337s (+3.8%)2.057s31.00x
▲ VercelNitro23.735s (+12.6% 🔺)25.621s (+11.6% 🔺)1.886s31.02x
▲ VercelNext.js (Turbopack)24.790s (+18.9% 🔺)26.770s (+17.7% 🔺)1.980s31.06x

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

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express12.445s (~)13.020s (~)0.574s71.00x
💻 LocalNitro12.455s (-1.0%)13.024s (~)0.569s71.00x
💻 LocalExpress12.523s (~)13.026s (~)0.503s71.01x
🐘 PostgresNitro12.734s (+1.7%)13.157s (+1.1%)0.422s71.02x
🐘 PostgresNext.js (Turbopack)13.723s (-1.2%)14.018s (-2.0%)0.295s71.10x
💻 LocalNext.js (Turbopack)13.851s (+1.8%)14.170s (+1.0%)0.319s71.11x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express30.315s (-20.5% 🟢)32.651s (-17.5% 🟢)2.336s31.00x
▲ VercelNitro30.355s (+1.1%)32.789s (+1.5%)2.434s31.00x
▲ VercelNext.js (Turbopack)30.789s (+1.2%)33.030s (+1.5%)2.240s31.02x

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

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.197s (-2.9%)2.006s (~)0.810s151.00x
💻 LocalNitro1.210s (+1.7%)2.006s (~)0.796s151.01x
🐘 PostgresExpress1.232s (+2.0%)2.008s (~)0.776s151.03x
🐘 PostgresNitro1.252s (+3.8%)2.016s (~)0.764s151.05x
🐘 PostgresNext.js (Turbopack)1.277s (~)2.008s (~)0.731s151.07x
💻 LocalNext.js (Turbopack)1.320s (+0.8%)2.007s (~)0.686s151.10x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.699s (+10.8% 🔺)4.310s (+6.6% 🔺)1.612s71.00x
▲ VercelExpress2.802s (-38.6% 🟢)4.459s (-25.8% 🟢)1.657s71.04x
▲ VercelNext.js (Turbopack)3.218s (+21.1% 🔺)4.953s (+13.1% 🔺)1.735s71.19x

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

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.377s (~)2.170s (-9.3% 🟢)0.793s141.00x
🐘 PostgresExpress1.386s (+2.0%)2.224s (-7.1% 🟢)0.838s141.01x
🐘 PostgresNext.js (Turbopack)1.581s (~)2.591s (+13.0% 🔺)1.010s121.15x
💻 LocalNitro1.831s (-6.7% 🟢)2.149s (-7.2% 🟢)0.319s141.33x
💻 LocalNext.js (Turbopack)1.866s (+5.4% 🔺)2.222s (+10.8% 🔺)0.357s141.35x
💻 LocalExpress2.029s (+25.0% 🔺)2.364s (+17.9% 🔺)0.335s141.47x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.024s (-15.9% 🟢)4.980s (-2.2%)1.956s71.00x
▲ VercelNitro3.262s (-9.3% 🟢)5.284s (-3.0%)2.022s61.08x
▲ VercelNext.js (Turbopack)4.656s (+49.9% 🔺)6.450s (+24.5% 🔺)1.794s51.54x

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

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.689s (+6.7% 🔺)4.139s (+3.2%)2.450s81.00x
🐘 PostgresNitro2.056s (+27.8% 🔺)3.457s (-16.6% 🟢)1.401s91.22x
🐘 PostgresNext.js (Turbopack)3.443s (+5.1% 🔺)4.144s (+3.2%)0.700s82.04x
💻 LocalNitro5.290s (-3.9%)5.680s (-5.6% 🟢)0.390s63.13x
💻 LocalExpress5.390s (+27.3% 🔺)6.014s (+27.3% 🔺)0.623s63.19x
💻 LocalNext.js (Turbopack)5.758s (+18.8% 🔺)6.214s (+16.2% 🔺)0.456s53.41x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.833s (-15.6% 🟢)6.186s (-1.7%)2.353s51.00x
▲ VercelExpress4.351s (+3.5%)6.254s (+3.2%)1.903s51.14x
▲ VercelNext.js (Turbopack)4.563s (-12.2% 🟢)6.673s (-4.6%)2.110s51.19x

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

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.212s (+1.0%)2.008s (~)0.796s151.00x
🐘 PostgresNext.js (Turbopack)1.287s (~)2.007s (~)0.720s151.06x
🐘 PostgresNitro1.316s (+8.2% 🔺)2.043s (+1.8%)0.727s151.09x
💻 LocalNext.js (Turbopack)1.410s (+2.1%)2.006s (~)0.596s151.16x
💻 LocalExpress1.585s (+4.9%)2.007s (~)0.422s151.31x
💻 LocalNitro1.618s (-2.3%)2.007s (~)0.388s151.34x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.330s (-3.7%)4.141s (~)1.812s81.00x
▲ VercelNext.js (Turbopack)2.575s (-25.8% 🟢)4.444s (-12.4% 🟢)1.869s71.11x
▲ VercelNitro2.629s (-10.7% 🟢)4.349s (-10.6% 🟢)1.719s71.13x

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

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.387s (-1.9%)2.508s (+8.3% 🔺)1.122s121.00x
🐘 PostgresNitro1.450s (+7.2% 🔺)2.224s (-14.2% 🟢)0.774s141.05x
🐘 PostgresNext.js (Turbopack)1.602s (-1.2%)2.318s (+1.0%)0.716s131.16x
💻 LocalNext.js (Turbopack)2.021s (-2.4%)2.592s (-8.3% 🟢)0.571s121.46x
💻 LocalNitro2.079s (-2.6%)2.509s (-3.2%)0.430s121.50x
💻 LocalExpress2.214s (+26.8% 🔺)2.735s (+27.2% 🔺)0.521s111.60x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.955s (+12.7% 🔺)5.364s (+24.5% 🔺)2.408s61.00x
▲ VercelExpress3.288s (+9.0% 🔺)5.007s (+12.4% 🔺)1.719s71.11x
▲ VercelNitro3.494s (+33.0% 🔺)5.483s (+35.3% 🔺)1.989s61.18x

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

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.565s (~)4.010s (~)2.445s81.00x
🐘 PostgresNitro1.808s (+12.2% 🔺)3.887s (+3.3%)2.079s81.16x
🐘 PostgresNext.js (Turbopack)3.512s (+28.5% 🔺)4.012s (+16.0% 🔺)0.500s82.24x
💻 LocalNitro5.904s (+0.9%)6.414s (~)0.511s53.77x
💻 LocalNext.js (Turbopack)6.168s (+25.5% 🔺)6.615s (+27.6% 🔺)0.447s53.94x
💻 LocalExpress6.240s (+33.2% 🔺)7.016s (+35.5% 🔺)0.777s53.99x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.364s (-24.8% 🟢)5.595s (-7.1% 🟢)2.232s61.00x
▲ VercelExpress4.166s (+20.5% 🔺)6.471s (+26.6% 🔺)2.306s51.24x
▲ VercelNext.js (Turbopack)4.210s (+19.1% 🔺)6.247s (+15.0% 🔺)2.037s51.25x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.554s (-1.5%)1.006s (~)0.452s601.00x
💻 LocalNitro0.608s (-3.2%)1.005s (~)0.397s601.10x
💻 LocalExpress0.621s (-0.7%)1.005s (-1.6%)0.384s601.12x
🐘 PostgresNitro0.720s (+25.3% 🔺)1.195s (+16.8% 🔺)0.475s511.30x
🐘 PostgresNext.js (Turbopack)0.826s (-2.7%)1.006s (-5.0%)0.180s601.49x
💻 LocalNext.js (Turbopack)0.903s (+2.6%)1.076s (+3.6%)0.173s561.63x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.711s (+3.5%)7.538s (+3.9%)1.827s81.00x
▲ VercelNext.js (Turbopack)5.883s (-4.0%)7.676s (-1.5%)1.793s81.03x
▲ VercelNitro6.231s (+21.7% 🔺)7.863s (+15.2% 🔺)1.632s81.09x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.337s (-1.4%)2.030s (~)0.693s451.00x
💻 LocalExpress1.533s (+2.6%)2.006s (~)0.473s451.15x
💻 LocalNitro1.548s (-0.7%)2.028s (+1.1%)0.480s451.16x
🐘 PostgresNitro1.719s (+26.9% 🔺)2.333s (+16.2% 🔺)0.614s391.29x
🐘 PostgresNext.js (Turbopack)1.946s (-2.3%)2.147s (-10.6% 🟢)0.200s431.46x
💻 LocalNext.js (Turbopack)2.164s (~)3.009s (+1.1%)0.845s301.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro13.457s (-7.5% 🟢)16.100s (-2.0%)2.643s61.00x
▲ VercelExpress13.597s (-11.1% 🟢)15.555s (-10.0% 🟢)1.959s61.01x
▲ VercelNext.js (Turbopack)14.033s (-14.6% 🟢)16.052s (-13.4% 🟢)2.018s61.04x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.697s (-0.9%)3.085s (-0.9%)0.388s391.00x
🐘 PostgresNitro2.723s (+0.9%)3.225s (+4.5%)0.501s381.01x
💻 LocalNitro3.300s (-2.2%)4.010s (~)0.709s301.22x
💻 LocalExpress3.385s (+6.2% 🔺)4.043s (+1.7%)0.657s301.26x
🐘 PostgresNext.js (Turbopack)3.834s (-0.6%)4.047s (~)0.213s301.42x
💻 LocalNext.js (Turbopack)4.377s (+1.5%)5.053s (+0.8%)0.676s241.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express28.912s (+8.7% 🔺)31.906s (+11.8% 🔺)2.993s41.00x
▲ VercelNitro30.581s (+13.3% 🔺)33.260s (+15.0% 🔺)2.679s41.06x
▲ VercelNext.js (Turbopack)31.000s (+4.1%)33.623s (+5.2% 🔺)2.623s41.07x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.235s (-2.7%)1.005s (~)0.770s601.00x
🐘 PostgresExpress0.250s (+2.7%)1.023s (+1.7%)0.773s591.06x
🐘 PostgresNext.js (Turbopack)0.308s (+4.4%)1.006s (~)0.698s601.31x
💻 LocalNitro0.418s (+0.5%)1.004s (~)0.587s601.77x
💻 LocalExpress0.443s (+11.6% 🔺)1.022s (+1.8%)0.579s591.88x
💻 LocalNext.js (Turbopack)0.577s (-2.6%)1.022s (-1.6%)0.446s592.45x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.055s (+1.2%)3.935s (+0.5%)1.880s161.00x
▲ VercelExpress2.144s (+4.6%)4.124s (+8.2% 🔺)1.980s151.04x
▲ VercelNitro2.230s (+18.9% 🔺)4.298s (+18.0% 🔺)2.068s141.09x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.363s (-9.9% 🟢)1.010s (-0.7%)0.647s901.00x
🐘 PostgresExpress0.409s (+2.6%)1.029s (+1.2%)0.620s881.13x
🐘 PostgresNext.js (Turbopack)0.591s (-11.0% 🟢)1.132s (-9.7% 🟢)0.540s801.63x
💻 LocalNitro2.117s (-3.4%)2.716s (-4.8%)0.598s345.82x
💻 LocalExpress2.194s (+6.9% 🔺)2.737s (+4.9%)0.543s336.03x
💻 LocalNext.js (Turbopack)2.548s (+10.1% 🔺)3.225s (+2.5%)0.677s287.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.957s (+13.7% 🔺)4.868s (+17.9% 🔺)1.911s191.00x
▲ VercelNitro3.116s (+9.2% 🔺)5.344s (+7.2% 🔺)2.228s171.05x
▲ VercelNext.js (Turbopack)3.153s (-4.0%)5.247s (-0.9%)2.094s181.07x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.736s (-6.2% 🟢)1.202s (-14.8% 🟢)0.466s1011.00x
🐘 PostgresExpress0.780s (+2.8%)1.257s (-10.4% 🟢)0.477s961.06x
🐘 PostgresNext.js (Turbopack)2.876s (-7.7% 🟢)3.765s (-6.2% 🟢)0.889s323.91x
💻 LocalNitro9.732s (-1.9%)10.198s (-2.4%)0.465s1213.22x
💻 LocalExpress9.806s (+10.3% 🔺)10.359s (+9.2% 🔺)0.552s1213.32x
💻 LocalNext.js (Turbopack)10.569s (+0.6%)11.667s (+2.4%)1.097s1114.36x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro5.628s (-8.5% 🟢)7.624s (-3.4%)1.996s161.00x
▲ VercelExpress6.204s (-21.0% 🟢)8.032s (-15.5% 🟢)1.828s151.10x
▲ VercelNext.js (Turbopack)7.445s (-18.9% 🟢)9.333s (-17.6% 🟢)1.887s141.32x

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

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.159s (~)1.997s (~)0.001s (+22.2% 🔺)2.010s (~)0.852s101.00x
💻 LocalNitro1.164s (-0.8%)2.005s (~)0.013s (+1.6%)2.020s (~)0.856s101.00x
💻 LocalExpress1.168s (+1.3%)2.005s (~)0.012s (+24.2% 🔺)2.020s (~)0.852s101.01x
💻 LocalNext.js (Turbopack)1.216s (~)2.004s (~)0.013s (+21.0% 🔺)2.020s (~)0.804s101.05x
🐘 PostgresNext.js (Turbopack)1.228s (~)2.000s (~)0.001s (+7.7% 🔺)2.010s (~)0.783s101.06x
🐘 PostgresNitro1.248s (+6.7% 🔺)1.993s (~)0.001s (-10.0% 🟢)2.032s (+1.1%)0.783s101.08x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.264s (~)3.300s (-9.2% 🟢)0.911s (+1.2%)4.697s (-7.2% 🟢)2.433s101.00x
▲ VercelExpress2.319s (+2.7%)3.593s (+3.3%)0.977s (-5.6% 🟢)5.066s (+2.6%)2.747s101.02x
▲ VercelNitro2.382s (-0.9%)3.435s (-2.2%)0.957s (-28.7% 🟢)4.933s (-7.1% 🟢)2.550s101.05x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.581s (+0.8%)2.005s (~)0.005s (-5.1% 🟢)2.026s (~)0.445s301.00x
💻 LocalNitro1.591s (~)2.010s (~)0.014s (+13.2% 🔺)2.027s (~)0.436s301.01x
💻 LocalExpress1.597s (+1.2%)2.010s (~)0.012s (-1.6%)2.024s (~)0.427s301.01x
💻 LocalNext.js (Turbopack)1.735s (+0.6%)2.009s (~)0.011s (-3.3%)2.023s (~)0.288s301.10x
🐘 PostgresNext.js (Turbopack)1.756s (-1.7%)2.011s (~)0.005s (-11.4% 🟢)2.025s (~)0.270s301.11x
🐘 PostgresNitro2.065s (+30.6% 🔺)2.615s (+30.4% 🔺)0.004s (-20.7% 🟢)2.637s (+30.2% 🔺)0.572s231.31x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.954s (-6.0% 🟢)7.192s (-3.8%)0.224s (-58.1% 🟢)7.892s (-7.2% 🟢)1.938s81.00x
▲ VercelNext.js (Turbopack)6.262s (-21.1% 🟢)7.682s (-17.8% 🟢)0.299s (-13.6% 🟢)8.456s (-18.3% 🟢)2.194s81.05x
▲ VercelNitro6.279s (+4.3%)8.176s (+11.9% 🔺)0.225s (-15.6% 🟢)8.899s (+8.9% 🔺)2.621s71.05x

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

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.739s (-3.5%)1.045s (~)0.000s (-50.0% 🟢)1.064s (~)0.325s571.00x
🐘 PostgresNext.js (Turbopack)1.023s (-2.2%)1.487s (-2.5%)0.000s (NaN%)1.496s (-2.4%)0.472s411.38x
🐘 PostgresNitro1.036s (+39.1% 🔺)1.460s (+39.6% 🔺)0.000s (+317.1% 🔺)1.476s (+38.2% 🔺)0.440s411.40x
💻 LocalNitro1.382s (-2.7%)2.014s (~)0.000s (-7.1% 🟢)2.016s (~)0.634s301.87x
💻 LocalExpress1.400s (+1.1%)2.014s (~)0.001s (+185.7% 🔺)2.016s (~)0.616s301.89x
💻 LocalNext.js (Turbopack)1.470s (+1.7%)2.013s (~)0.000s (+33.3% 🔺)2.016s (~)0.545s301.99x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.948s (-3.8%)4.492s (+7.3% 🔺)0.000s (NaN%)4.944s (+6.8% 🔺)1.996s131.00x
▲ VercelNext.js (Turbopack)3.171s (-26.8% 🟢)4.588s (-20.9% 🟢)0.000s (NaN%)5.109s (-19.1% 🟢)1.938s121.08x
▲ VercelNitro3.195s (-3.3%)4.681s (-3.8%)0.001s (+500.0% 🔺)5.260s (-2.2%)2.065s121.08x

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

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

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.713s (+3.9%)2.181s (+1.9%)0.000s (+Infinity% 🔺)2.233s (+1.8%)0.519s271.00x
🐘 PostgresNext.js (Turbopack)2.070s (-5.0%)2.586s (-1.0%)0.000s (-100.0% 🟢)2.593s (-1.4%)0.523s241.21x
💻 LocalNext.js (Turbopack)2.765s (-5.5% 🟢)3.359s (-5.5% 🟢)0.000s (-49.1% 🟢)3.362s (-5.5% 🟢)0.597s181.61x
🐘 PostgresNitro2.846s (+64.9% 🔺)3.331s (+47.7% 🔺)0.000s (NaN%)3.392s (+49.5% 🔺)0.546s181.66x
💻 LocalExpress3.002s (-1.3%)3.733s (~)0.001s (-43.8% 🟢)3.736s (~)0.735s171.75x
💻 LocalNitro3.190s (+0.9%)3.966s (+3.3%)0.001s (+36.4% 🔺)3.969s (+3.2%)0.779s161.86x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.494s (-18.3% 🟢)5.994s (-15.5% 🟢)0.004s (+2700.0% 🔺)6.523s (-13.9% 🟢)2.030s101.00x
▲ VercelNext.js (Turbopack)4.557s (-30.8% 🟢)5.910s (-29.0% 🟢)0.000s (NaN%)6.393s (-27.8% 🟢)1.835s101.01x
▲ VercelExpress4.661s (-28.0% 🟢)6.000s (-21.7% 🟢)0.000s (-100.0% 🟢)6.444s (-21.5% 🟢)1.783s101.04x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNitro15/21
🐘 PostgresExpress16/21
▲ VercelExpress11/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres16/21
Next.js (Turbopack)🐘 Postgres17/21
Nitro🐘 Postgres11/21
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

@VaguelySerious
VaguelySerious merged commit 5ad57e8 into mainJun 13, 2026
115 of 116 checks passed
@VaguelySerious
VaguelySerious deleted the peter/backport-fix-model-slug branch June 13, 2026 18:06
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No backport to stable for 5ad57e8 (AI decision).

This commit only edits .github/workflows/backport.yml, which does not exist on the stable branch (verified with git ls-tree origin/stable — there is no backport workflow on stable at all). The backport workflow lives only on main since that is where pushes trigger it to open PRs against stable, so this AI-model-slug fix has no counterpart on stable to apply to.

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

5ad57e8270a097fbc7ef15f2aaf562e8df2877fc

pranaygp added a commit that referenced this pull request Jun 14, 2026
* origin/main:
docs: document run idempotency (#2011)
Render attr_set events and run attributes in observability UI (#2393)
[ci] Fix backport job model slug (#2403)
[ci] Comment on PR when backport fails, revert to use opus 4.8 (#2400)
Update queue client to 0.3.1 (#2399)
fix(deps): upgrade esbuild to 0.28.1 (GHSA-gv7w-rqvm-qjhr) (#2395)
pranaygp added a commit that referenced this pull request Jun 16, 2026
* origin/main:
Small detail panel cleanup (#2459)
Fix lazy Next workflow HMR (#2438)
Prevent peer dependency-only major bumps (#2437)
fix(changesets): only major-bump peer dependents when out of range (#2439)
Version Packages (beta) (#2428)
otel: explicit traceparent injection + linked-trace mode for bounded per-invocation traces (#2363)
[next] Clarify `serverExternalPackages` warning (#2417)
Add .swc gitignore handling to builder (#2427)
Version Packages (beta) (#2390)
[ci] Increase dev.test.ts cleanup hook timeout (#2416)
[world-vercel] Switch event endpoints to v4 wire format (#2055)
docs: document run idempotency (#2011)
Render attr_set events and run attributes in observability UI (#2393)
[ci] Fix backport job model slug (#2403)
[ci] Comment on PR when backport fails, revert to use opus 4.8 (#2400)
Update queue client to 0.3.1 (#2399)
fix(deps): upgrade esbuild to 0.28.1 (GHSA-gv7w-rqvm-qjhr) (#2395)
test: e2e coverage for run-idempotency conflict-handling strategies (#2387)
# Conflicts:
#	pnpm-lock.yaml
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@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('^' + ".*" + ' [ci] Backport workflow: fix Opus model slug (claude-opus-4.8) by VaguelySerious · Pull Request #2403 · vercel/workflow · GitHub
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[ci] Backport workflow: fix Opus model slug (claude-opus-4.8) - #2403

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VaguelySerious merged 1 commit into
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peter/backport-fix-model-slug
Jun 13, 2026
Merged

[ci] Backport workflow: fix Opus model slug (claude-opus-4.8)#2403
VaguelySerious merged 1 commit into
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peter/backport-fix-model-slug

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What

Fixes the AI model slug in .github/workflows/backport.yml: anthropic/claude-opus-4-8anthropic/claude-opus-4.8 (dot in the version).

Why

The previous PR (#2400) switched the model to claude-opus-4-8, but the Vercel AI Gateway exposes Opus 4.8 as anthropic/claude-opus-4.8 (see https://ai-gateway.vercel.sh/v1/models). The dashed form 404s with ProviderModelNotFoundError: Model not found: vercel/anthropic/claude-opus-4-8 — the same failure class as the old claude-fable-5.

This was masked at first because:

  • On workflow_dispatch, the decision step short-circuits (forces yes, never calls opencode).
  • A clean cherry-pick skips the conflict-resolver, so opencode is never invoked.

So the model is only exercised when a backport hits a real cherry-pick conflict — which is exactly when the 404 showed up (re-running the esbuild backport #2395).

Verification

Confirmed the valid slug against the gateway's public model list:

$ curl -s https://ai-gateway.vercel.sh/v1/models | ... grep opus
anthropic/claude-opus-4
anthropic/claude-opus-4.1
anthropic/claude-opus-4.5
anthropic/claude-opus-4.6
anthropic/claude-opus-4.7
anthropic/claude-opus-4.8

CI-only change → empty changeset.

🤖 Generated with Claude Code

The Vercel AI Gateway exposes Opus 4.8 as `anthropic/claude-opus-4.8`
(dot in the version). The dashed form `claude-opus-4-8` 404s with
ProviderModelNotFoundError, which only surfaced on backports that hit a
cherry-pick conflict (the decision step short-circuits on workflow_dispatch
and clean cherry-picks never invoke opencode).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@VaguelySerious
VaguelySerious requested a review from a team as a code ownerJune 13, 2026 17:59
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🦋 Changeset detected

Latest commit: 8d8f512

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

This PR includes changesets to release 0 packages

When changesets are added to this PR, you'll see the packages that this PR includes changesets for and the associated semver types

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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🧪 E2E Test Results

All tests passed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production144202191661
✅ 💻 Local Development174402191963
✅ 📦 Local Production189502192114
✅ 🐘 Local Postgres188102332114
✅ 🪟 Windows15100151
✅ 📋 Other87901781057
Total7992010689060

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro125026
✅ example125026
✅ express125026
✅ fastify125026
✅ hono125026
✅ nextjs-turbopack14902
✅ nextjs-webpack14902
✅ nitro125026
✅ nuxt125026
✅ sveltekit14407
✅ vite125026
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable126025
✅ express-stable126025
✅ fastify-stable126025
✅ hono-stable126025
✅ nextjs-turbopack-canary132019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15100
✅ nextjs-turbopack-stable-lazy-discovery-enabled15100
✅ nextjs-webpack-canary132019
✅ nextjs-webpack-stable-lazy-discovery-enabled15100
✅ nitro-stable126025
✅ nuxt-stable126025
✅ sveltekit-stable14506
✅ vite-stable126025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable126025
✅ express-stable126025
✅ fastify-stable126025
✅ hono-stable126025
✅ nextjs-turbopack-canary132019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15100
✅ nextjs-turbopack-stable-lazy-discovery-enabled15100
✅ nextjs-webpack-canary132019
✅ nextjs-webpack-stable-lazy-discovery-disabled15100
✅ nextjs-webpack-stable-lazy-discovery-enabled15100
✅ nitro-stable126025
✅ nuxt-stable126025
✅ sveltekit-stable14506
✅ vite-stable126025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable125026
✅ express-stable125026
✅ fastify-stable125026
✅ hono-stable125026
✅ nextjs-turbopack-canary131020
✅ nextjs-turbopack-stable-lazy-discovery-disabled15001
✅ nextjs-turbopack-stable-lazy-discovery-enabled15001
✅ nextjs-webpack-canary131020
✅ nextjs-webpack-stable-lazy-discovery-disabled15001
✅ nextjs-webpack-stable-lazy-discovery-enabled15001
✅ nitro-stable125026
✅ nuxt-stable125026
✅ sveltekit-stable14407
✅ vite-stable125026
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack15100
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable126025
✅ e2e-local-dev-tanstack-start-126025
✅ e2e-local-postgres-nest-stable125026
✅ e2e-local-postgres-tanstack-start-125026
✅ e2e-local-prod-nest-stable126025
✅ e2e-local-prod-tanstack-start-126025
✅ e2e-vercel-prod-tanstack-start125026

📋 View full workflow run


Some E2E test jobs failed:

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

Check the workflow run for details.

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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🥇 Express0.046s (+7.7% 🔺)1.006s (~)0.960s101.00x
💻 LocalNitro0.047s (-2.3%)1.016s (+1.0%)0.969s101.02x
🐘 PostgresExpress0.057s (-5.9% 🟢)1.012s (~)0.955s101.24x
💻 LocalNext.js (Turbopack)0.062s (+0.8%)1.007s (~)0.945s101.35x
🐘 PostgresNext.js (Turbopack)0.069s (+3.9%)1.011s (~)0.942s101.51x
🐘 PostgresNitro0.178s (+176.9% 🔺)1.094s (+8.0% 🔺)0.916s103.88x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro0.256s (-2.7%)2.399s (+1.8%)2.144s101.00x
▲ VercelExpress0.275s (-14.0% 🟢)2.270s (-0.8%)1.995s101.08x
▲ VercelNext.js (Turbopack)0.293s (-27.2% 🟢)2.598s (+2.0%)2.306s101.15x

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

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.094s (-0.6%)2.007s (~)0.913s101.00x
💻 LocalExpress1.098s (~)2.006s (~)0.908s101.00x
🐘 PostgresNitro1.104s (-0.6%)2.016s (~)0.911s101.01x
🐘 PostgresExpress1.104s (~)2.010s (~)0.905s101.01x
🐘 PostgresNext.js (Turbopack)1.143s (-1.1%)2.010s (~)0.866s101.04x
💻 LocalNext.js (Turbopack)1.148s (~)2.007s (~)0.858s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express1.704s (+1.9%)3.562s (-3.0%)1.857s101.00x
▲ VercelNext.js (Turbopack)1.716s (+4.1%)3.855s (+0.6%)2.139s101.01x
▲ VercelNitro1.847s (+12.8% 🔺)3.994s (+5.2% 🔺)2.147s101.08x

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

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro10.519s (~)11.024s (~)0.505s31.00x
💻 LocalExpress10.555s (~)11.023s (~)0.468s31.00x
🐘 PostgresExpress10.556s (~)11.022s (~)0.466s31.00x
🐘 PostgresNitro10.576s (~)11.021s (~)0.445s31.01x
💻 LocalNext.js (Turbopack)10.809s (~)11.022s (~)0.214s31.03x
🐘 PostgresNext.js (Turbopack)10.872s (-0.6%)11.018s (-2.9%)0.146s31.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express13.747s (-2.8%)15.850s (+1.8%)2.103s21.00x
▲ VercelNitro13.771s (-44.5% 🟢)15.328s (-41.3% 🟢)1.557s21.00x
▲ VercelNext.js (Turbopack)14.278s (-6.6% 🟢)16.223s (-6.6% 🟢)1.945s21.04x

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

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro13.750s (~)14.027s (~)0.276s51.00x
💻 LocalExpress13.825s (~)14.227s (+1.4%)0.401s51.01x
🐘 PostgresExpress13.846s (+0.5%)14.018s (~)0.172s51.01x
🐘 PostgresNitro14.227s (+2.5%)14.845s (+4.4%)0.618s51.03x
🐘 PostgresNext.js (Turbopack)14.373s (-2.6%)15.014s (-1.7%)0.640s41.05x
💻 LocalNext.js (Turbopack)14.437s (-0.6%)15.030s (~)0.593s41.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express23.280s (+3.3%)25.337s (+3.8%)2.057s31.00x
▲ VercelNitro23.735s (+12.6% 🔺)25.621s (+11.6% 🔺)1.886s31.02x
▲ VercelNext.js (Turbopack)24.790s (+18.9% 🔺)26.770s (+17.7% 🔺)1.980s31.06x

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

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express12.445s (~)13.020s (~)0.574s71.00x
💻 LocalNitro12.455s (-1.0%)13.024s (~)0.569s71.00x
💻 LocalExpress12.523s (~)13.026s (~)0.503s71.01x
🐘 PostgresNitro12.734s (+1.7%)13.157s (+1.1%)0.422s71.02x
🐘 PostgresNext.js (Turbopack)13.723s (-1.2%)14.018s (-2.0%)0.295s71.10x
💻 LocalNext.js (Turbopack)13.851s (+1.8%)14.170s (+1.0%)0.319s71.11x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express30.315s (-20.5% 🟢)32.651s (-17.5% 🟢)2.336s31.00x
▲ VercelNitro30.355s (+1.1%)32.789s (+1.5%)2.434s31.00x
▲ VercelNext.js (Turbopack)30.789s (+1.2%)33.030s (+1.5%)2.240s31.02x

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

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.197s (-2.9%)2.006s (~)0.810s151.00x
💻 LocalNitro1.210s (+1.7%)2.006s (~)0.796s151.01x
🐘 PostgresExpress1.232s (+2.0%)2.008s (~)0.776s151.03x
🐘 PostgresNitro1.252s (+3.8%)2.016s (~)0.764s151.05x
🐘 PostgresNext.js (Turbopack)1.277s (~)2.008s (~)0.731s151.07x
💻 LocalNext.js (Turbopack)1.320s (+0.8%)2.007s (~)0.686s151.10x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.699s (+10.8% 🔺)4.310s (+6.6% 🔺)1.612s71.00x
▲ VercelExpress2.802s (-38.6% 🟢)4.459s (-25.8% 🟢)1.657s71.04x
▲ VercelNext.js (Turbopack)3.218s (+21.1% 🔺)4.953s (+13.1% 🔺)1.735s71.19x

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

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.377s (~)2.170s (-9.3% 🟢)0.793s141.00x
🐘 PostgresExpress1.386s (+2.0%)2.224s (-7.1% 🟢)0.838s141.01x
🐘 PostgresNext.js (Turbopack)1.581s (~)2.591s (+13.0% 🔺)1.010s121.15x
💻 LocalNitro1.831s (-6.7% 🟢)2.149s (-7.2% 🟢)0.319s141.33x
💻 LocalNext.js (Turbopack)1.866s (+5.4% 🔺)2.222s (+10.8% 🔺)0.357s141.35x
💻 LocalExpress2.029s (+25.0% 🔺)2.364s (+17.9% 🔺)0.335s141.47x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.024s (-15.9% 🟢)4.980s (-2.2%)1.956s71.00x
▲ VercelNitro3.262s (-9.3% 🟢)5.284s (-3.0%)2.022s61.08x
▲ VercelNext.js (Turbopack)4.656s (+49.9% 🔺)6.450s (+24.5% 🔺)1.794s51.54x

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

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.689s (+6.7% 🔺)4.139s (+3.2%)2.450s81.00x
🐘 PostgresNitro2.056s (+27.8% 🔺)3.457s (-16.6% 🟢)1.401s91.22x
🐘 PostgresNext.js (Turbopack)3.443s (+5.1% 🔺)4.144s (+3.2%)0.700s82.04x
💻 LocalNitro5.290s (-3.9%)5.680s (-5.6% 🟢)0.390s63.13x
💻 LocalExpress5.390s (+27.3% 🔺)6.014s (+27.3% 🔺)0.623s63.19x
💻 LocalNext.js (Turbopack)5.758s (+18.8% 🔺)6.214s (+16.2% 🔺)0.456s53.41x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.833s (-15.6% 🟢)6.186s (-1.7%)2.353s51.00x
▲ VercelExpress4.351s (+3.5%)6.254s (+3.2%)1.903s51.14x
▲ VercelNext.js (Turbopack)4.563s (-12.2% 🟢)6.673s (-4.6%)2.110s51.19x

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

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.212s (+1.0%)2.008s (~)0.796s151.00x
🐘 PostgresNext.js (Turbopack)1.287s (~)2.007s (~)0.720s151.06x
🐘 PostgresNitro1.316s (+8.2% 🔺)2.043s (+1.8%)0.727s151.09x
💻 LocalNext.js (Turbopack)1.410s (+2.1%)2.006s (~)0.596s151.16x
💻 LocalExpress1.585s (+4.9%)2.007s (~)0.422s151.31x
💻 LocalNitro1.618s (-2.3%)2.007s (~)0.388s151.34x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.330s (-3.7%)4.141s (~)1.812s81.00x
▲ VercelNext.js (Turbopack)2.575s (-25.8% 🟢)4.444s (-12.4% 🟢)1.869s71.11x
▲ VercelNitro2.629s (-10.7% 🟢)4.349s (-10.6% 🟢)1.719s71.13x

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

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.387s (-1.9%)2.508s (+8.3% 🔺)1.122s121.00x
🐘 PostgresNitro1.450s (+7.2% 🔺)2.224s (-14.2% 🟢)0.774s141.05x
🐘 PostgresNext.js (Turbopack)1.602s (-1.2%)2.318s (+1.0%)0.716s131.16x
💻 LocalNext.js (Turbopack)2.021s (-2.4%)2.592s (-8.3% 🟢)0.571s121.46x
💻 LocalNitro2.079s (-2.6%)2.509s (-3.2%)0.430s121.50x
💻 LocalExpress2.214s (+26.8% 🔺)2.735s (+27.2% 🔺)0.521s111.60x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.955s (+12.7% 🔺)5.364s (+24.5% 🔺)2.408s61.00x
▲ VercelExpress3.288s (+9.0% 🔺)5.007s (+12.4% 🔺)1.719s71.11x
▲ VercelNitro3.494s (+33.0% 🔺)5.483s (+35.3% 🔺)1.989s61.18x

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

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.565s (~)4.010s (~)2.445s81.00x
🐘 PostgresNitro1.808s (+12.2% 🔺)3.887s (+3.3%)2.079s81.16x
🐘 PostgresNext.js (Turbopack)3.512s (+28.5% 🔺)4.012s (+16.0% 🔺)0.500s82.24x
💻 LocalNitro5.904s (+0.9%)6.414s (~)0.511s53.77x
💻 LocalNext.js (Turbopack)6.168s (+25.5% 🔺)6.615s (+27.6% 🔺)0.447s53.94x
💻 LocalExpress6.240s (+33.2% 🔺)7.016s (+35.5% 🔺)0.777s53.99x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.364s (-24.8% 🟢)5.595s (-7.1% 🟢)2.232s61.00x
▲ VercelExpress4.166s (+20.5% 🔺)6.471s (+26.6% 🔺)2.306s51.24x
▲ VercelNext.js (Turbopack)4.210s (+19.1% 🔺)6.247s (+15.0% 🔺)2.037s51.25x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.554s (-1.5%)1.006s (~)0.452s601.00x
💻 LocalNitro0.608s (-3.2%)1.005s (~)0.397s601.10x
💻 LocalExpress0.621s (-0.7%)1.005s (-1.6%)0.384s601.12x
🐘 PostgresNitro0.720s (+25.3% 🔺)1.195s (+16.8% 🔺)0.475s511.30x
🐘 PostgresNext.js (Turbopack)0.826s (-2.7%)1.006s (-5.0%)0.180s601.49x
💻 LocalNext.js (Turbopack)0.903s (+2.6%)1.076s (+3.6%)0.173s561.63x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.711s (+3.5%)7.538s (+3.9%)1.827s81.00x
▲ VercelNext.js (Turbopack)5.883s (-4.0%)7.676s (-1.5%)1.793s81.03x
▲ VercelNitro6.231s (+21.7% 🔺)7.863s (+15.2% 🔺)1.632s81.09x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.337s (-1.4%)2.030s (~)0.693s451.00x
💻 LocalExpress1.533s (+2.6%)2.006s (~)0.473s451.15x
💻 LocalNitro1.548s (-0.7%)2.028s (+1.1%)0.480s451.16x
🐘 PostgresNitro1.719s (+26.9% 🔺)2.333s (+16.2% 🔺)0.614s391.29x
🐘 PostgresNext.js (Turbopack)1.946s (-2.3%)2.147s (-10.6% 🟢)0.200s431.46x
💻 LocalNext.js (Turbopack)2.164s (~)3.009s (+1.1%)0.845s301.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro13.457s (-7.5% 🟢)16.100s (-2.0%)2.643s61.00x
▲ VercelExpress13.597s (-11.1% 🟢)15.555s (-10.0% 🟢)1.959s61.01x
▲ VercelNext.js (Turbopack)14.033s (-14.6% 🟢)16.052s (-13.4% 🟢)2.018s61.04x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.697s (-0.9%)3.085s (-0.9%)0.388s391.00x
🐘 PostgresNitro2.723s (+0.9%)3.225s (+4.5%)0.501s381.01x
💻 LocalNitro3.300s (-2.2%)4.010s (~)0.709s301.22x
💻 LocalExpress3.385s (+6.2% 🔺)4.043s (+1.7%)0.657s301.26x
🐘 PostgresNext.js (Turbopack)3.834s (-0.6%)4.047s (~)0.213s301.42x
💻 LocalNext.js (Turbopack)4.377s (+1.5%)5.053s (+0.8%)0.676s241.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express28.912s (+8.7% 🔺)31.906s (+11.8% 🔺)2.993s41.00x
▲ VercelNitro30.581s (+13.3% 🔺)33.260s (+15.0% 🔺)2.679s41.06x
▲ VercelNext.js (Turbopack)31.000s (+4.1%)33.623s (+5.2% 🔺)2.623s41.07x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.235s (-2.7%)1.005s (~)0.770s601.00x
🐘 PostgresExpress0.250s (+2.7%)1.023s (+1.7%)0.773s591.06x
🐘 PostgresNext.js (Turbopack)0.308s (+4.4%)1.006s (~)0.698s601.31x
💻 LocalNitro0.418s (+0.5%)1.004s (~)0.587s601.77x
💻 LocalExpress0.443s (+11.6% 🔺)1.022s (+1.8%)0.579s591.88x
💻 LocalNext.js (Turbopack)0.577s (-2.6%)1.022s (-1.6%)0.446s592.45x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.055s (+1.2%)3.935s (+0.5%)1.880s161.00x
▲ VercelExpress2.144s (+4.6%)4.124s (+8.2% 🔺)1.980s151.04x
▲ VercelNitro2.230s (+18.9% 🔺)4.298s (+18.0% 🔺)2.068s141.09x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.363s (-9.9% 🟢)1.010s (-0.7%)0.647s901.00x
🐘 PostgresExpress0.409s (+2.6%)1.029s (+1.2%)0.620s881.13x
🐘 PostgresNext.js (Turbopack)0.591s (-11.0% 🟢)1.132s (-9.7% 🟢)0.540s801.63x
💻 LocalNitro2.117s (-3.4%)2.716s (-4.8%)0.598s345.82x
💻 LocalExpress2.194s (+6.9% 🔺)2.737s (+4.9%)0.543s336.03x
💻 LocalNext.js (Turbopack)2.548s (+10.1% 🔺)3.225s (+2.5%)0.677s287.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.957s (+13.7% 🔺)4.868s (+17.9% 🔺)1.911s191.00x
▲ VercelNitro3.116s (+9.2% 🔺)5.344s (+7.2% 🔺)2.228s171.05x
▲ VercelNext.js (Turbopack)3.153s (-4.0%)5.247s (-0.9%)2.094s181.07x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.736s (-6.2% 🟢)1.202s (-14.8% 🟢)0.466s1011.00x
🐘 PostgresExpress0.780s (+2.8%)1.257s (-10.4% 🟢)0.477s961.06x
🐘 PostgresNext.js (Turbopack)2.876s (-7.7% 🟢)3.765s (-6.2% 🟢)0.889s323.91x
💻 LocalNitro9.732s (-1.9%)10.198s (-2.4%)0.465s1213.22x
💻 LocalExpress9.806s (+10.3% 🔺)10.359s (+9.2% 🔺)0.552s1213.32x
💻 LocalNext.js (Turbopack)10.569s (+0.6%)11.667s (+2.4%)1.097s1114.36x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro5.628s (-8.5% 🟢)7.624s (-3.4%)1.996s161.00x
▲ VercelExpress6.204s (-21.0% 🟢)8.032s (-15.5% 🟢)1.828s151.10x
▲ VercelNext.js (Turbopack)7.445s (-18.9% 🟢)9.333s (-17.6% 🟢)1.887s141.32x

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

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.159s (~)1.997s (~)0.001s (+22.2% 🔺)2.010s (~)0.852s101.00x
💻 LocalNitro1.164s (-0.8%)2.005s (~)0.013s (+1.6%)2.020s (~)0.856s101.00x
💻 LocalExpress1.168s (+1.3%)2.005s (~)0.012s (+24.2% 🔺)2.020s (~)0.852s101.01x
💻 LocalNext.js (Turbopack)1.216s (~)2.004s (~)0.013s (+21.0% 🔺)2.020s (~)0.804s101.05x
🐘 PostgresNext.js (Turbopack)1.228s (~)2.000s (~)0.001s (+7.7% 🔺)2.010s (~)0.783s101.06x
🐘 PostgresNitro1.248s (+6.7% 🔺)1.993s (~)0.001s (-10.0% 🟢)2.032s (+1.1%)0.783s101.08x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.264s (~)3.300s (-9.2% 🟢)0.911s (+1.2%)4.697s (-7.2% 🟢)2.433s101.00x
▲ VercelExpress2.319s (+2.7%)3.593s (+3.3%)0.977s (-5.6% 🟢)5.066s (+2.6%)2.747s101.02x
▲ VercelNitro2.382s (-0.9%)3.435s (-2.2%)0.957s (-28.7% 🟢)4.933s (-7.1% 🟢)2.550s101.05x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.581s (+0.8%)2.005s (~)0.005s (-5.1% 🟢)2.026s (~)0.445s301.00x
💻 LocalNitro1.591s (~)2.010s (~)0.014s (+13.2% 🔺)2.027s (~)0.436s301.01x
💻 LocalExpress1.597s (+1.2%)2.010s (~)0.012s (-1.6%)2.024s (~)0.427s301.01x
💻 LocalNext.js (Turbopack)1.735s (+0.6%)2.009s (~)0.011s (-3.3%)2.023s (~)0.288s301.10x
🐘 PostgresNext.js (Turbopack)1.756s (-1.7%)2.011s (~)0.005s (-11.4% 🟢)2.025s (~)0.270s301.11x
🐘 PostgresNitro2.065s (+30.6% 🔺)2.615s (+30.4% 🔺)0.004s (-20.7% 🟢)2.637s (+30.2% 🔺)0.572s231.31x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.954s (-6.0% 🟢)7.192s (-3.8%)0.224s (-58.1% 🟢)7.892s (-7.2% 🟢)1.938s81.00x
▲ VercelNext.js (Turbopack)6.262s (-21.1% 🟢)7.682s (-17.8% 🟢)0.299s (-13.6% 🟢)8.456s (-18.3% 🟢)2.194s81.05x
▲ VercelNitro6.279s (+4.3%)8.176s (+11.9% 🔺)0.225s (-15.6% 🟢)8.899s (+8.9% 🔺)2.621s71.05x

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

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.739s (-3.5%)1.045s (~)0.000s (-50.0% 🟢)1.064s (~)0.325s571.00x
🐘 PostgresNext.js (Turbopack)1.023s (-2.2%)1.487s (-2.5%)0.000s (NaN%)1.496s (-2.4%)0.472s411.38x
🐘 PostgresNitro1.036s (+39.1% 🔺)1.460s (+39.6% 🔺)0.000s (+317.1% 🔺)1.476s (+38.2% 🔺)0.440s411.40x
💻 LocalNitro1.382s (-2.7%)2.014s (~)0.000s (-7.1% 🟢)2.016s (~)0.634s301.87x
💻 LocalExpress1.400s (+1.1%)2.014s (~)0.001s (+185.7% 🔺)2.016s (~)0.616s301.89x
💻 LocalNext.js (Turbopack)1.470s (+1.7%)2.013s (~)0.000s (+33.3% 🔺)2.016s (~)0.545s301.99x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.948s (-3.8%)4.492s (+7.3% 🔺)0.000s (NaN%)4.944s (+6.8% 🔺)1.996s131.00x
▲ VercelNext.js (Turbopack)3.171s (-26.8% 🟢)4.588s (-20.9% 🟢)0.000s (NaN%)5.109s (-19.1% 🟢)1.938s121.08x
▲ VercelNitro3.195s (-3.3%)4.681s (-3.8%)0.001s (+500.0% 🔺)5.260s (-2.2%)2.065s121.08x

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

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

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.713s (+3.9%)2.181s (+1.9%)0.000s (+Infinity% 🔺)2.233s (+1.8%)0.519s271.00x
🐘 PostgresNext.js (Turbopack)2.070s (-5.0%)2.586s (-1.0%)0.000s (-100.0% 🟢)2.593s (-1.4%)0.523s241.21x
💻 LocalNext.js (Turbopack)2.765s (-5.5% 🟢)3.359s (-5.5% 🟢)0.000s (-49.1% 🟢)3.362s (-5.5% 🟢)0.597s181.61x
🐘 PostgresNitro2.846s (+64.9% 🔺)3.331s (+47.7% 🔺)0.000s (NaN%)3.392s (+49.5% 🔺)0.546s181.66x
💻 LocalExpress3.002s (-1.3%)3.733s (~)0.001s (-43.8% 🟢)3.736s (~)0.735s171.75x
💻 LocalNitro3.190s (+0.9%)3.966s (+3.3%)0.001s (+36.4% 🔺)3.969s (+3.2%)0.779s161.86x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.494s (-18.3% 🟢)5.994s (-15.5% 🟢)0.004s (+2700.0% 🔺)6.523s (-13.9% 🟢)2.030s101.00x
▲ VercelNext.js (Turbopack)4.557s (-30.8% 🟢)5.910s (-29.0% 🟢)0.000s (NaN%)6.393s (-27.8% 🟢)1.835s101.01x
▲ VercelExpress4.661s (-28.0% 🟢)6.000s (-21.7% 🟢)0.000s (-100.0% 🟢)6.444s (-21.5% 🟢)1.783s101.04x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNitro15/21
🐘 PostgresExpress16/21
▲ VercelExpress11/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres16/21
Next.js (Turbopack)🐘 Postgres17/21
Nitro🐘 Postgres11/21
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

@VaguelySerious
VaguelySerious merged commit 5ad57e8 into mainJun 13, 2026
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@VaguelySerious
VaguelySerious deleted the peter/backport-fix-model-slug branch June 13, 2026 18:06
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No backport to stable for 5ad57e8 (AI decision).

This commit only edits .github/workflows/backport.yml, which does not exist on the stable branch (verified with git ls-tree origin/stable — there is no backport workflow on stable at all). The backport workflow lives only on main since that is where pushes trigger it to open PRs against stable, so this AI-model-slug fix has no counterpart on stable to apply to.

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

5ad57e8270a097fbc7ef15f2aaf562e8df2877fc

pranaygp added a commit that referenced this pull request Jun 14, 2026
* origin/main:
docs: document run idempotency (#2011)
Render attr_set events and run attributes in observability UI (#2393)
[ci] Fix backport job model slug (#2403)
[ci] Comment on PR when backport fails, revert to use opus 4.8 (#2400)
Update queue client to 0.3.1 (#2399)
fix(deps): upgrade esbuild to 0.28.1 (GHSA-gv7w-rqvm-qjhr) (#2395)
pranaygp added a commit that referenced this pull request Jun 16, 2026
* origin/main:
Small detail panel cleanup (#2459)
Fix lazy Next workflow HMR (#2438)
Prevent peer dependency-only major bumps (#2437)
fix(changesets): only major-bump peer dependents when out of range (#2439)
Version Packages (beta) (#2428)
otel: explicit traceparent injection + linked-trace mode for bounded per-invocation traces (#2363)
[next] Clarify `serverExternalPackages` warning (#2417)
Add .swc gitignore handling to builder (#2427)
Version Packages (beta) (#2390)
[ci] Increase dev.test.ts cleanup hook timeout (#2416)
[world-vercel] Switch event endpoints to v4 wire format (#2055)
docs: document run idempotency (#2011)
Render attr_set events and run attributes in observability UI (#2393)
[ci] Fix backport job model slug (#2403)
[ci] Comment on PR when backport fails, revert to use opus 4.8 (#2400)
Update queue client to 0.3.1 (#2399)
fix(deps): upgrade esbuild to 0.28.1 (GHSA-gv7w-rqvm-qjhr) (#2395)
test: e2e coverage for run-idempotency conflict-handling strategies (#2387)
# Conflicts:
#	pnpm-lock.yaml
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[ci] Backport workflow: fix Opus model slug (claude-opus-4.8) - #2403

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VaguelySerious merged 1 commit into
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peter/backport-fix-model-slug
Jun 13, 2026
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[ci] Backport workflow: fix Opus model slug (claude-opus-4.8)#2403
VaguelySerious merged 1 commit into
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What

Fixes the AI model slug in .github/workflows/backport.yml: anthropic/claude-opus-4-8anthropic/claude-opus-4.8 (dot in the version).

Why

The previous PR (#2400) switched the model to claude-opus-4-8, but the Vercel AI Gateway exposes Opus 4.8 as anthropic/claude-opus-4.8 (see https://ai-gateway.vercel.sh/v1/models). The dashed form 404s with ProviderModelNotFoundError: Model not found: vercel/anthropic/claude-opus-4-8 — the same failure class as the old claude-fable-5.

This was masked at first because:

  • On workflow_dispatch, the decision step short-circuits (forces yes, never calls opencode).
  • A clean cherry-pick skips the conflict-resolver, so opencode is never invoked.

So the model is only exercised when a backport hits a real cherry-pick conflict — which is exactly when the 404 showed up (re-running the esbuild backport #2395).

Verification

Confirmed the valid slug against the gateway's public model list:

$ curl -s https://ai-gateway.vercel.sh/v1/models | ... grep opus
anthropic/claude-opus-4
anthropic/claude-opus-4.1
anthropic/claude-opus-4.5
anthropic/claude-opus-4.6
anthropic/claude-opus-4.7
anthropic/claude-opus-4.8

CI-only change → empty changeset.

🤖 Generated with Claude Code

The Vercel AI Gateway exposes Opus 4.8 as `anthropic/claude-opus-4.8`
(dot in the version). The dashed form `claude-opus-4-8` 404s with
ProviderModelNotFoundError, which only surfaced on backports that hit a
cherry-pick conflict (the decision step short-circuits on workflow_dispatch
and clean cherry-picks never invoke opencode).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@VaguelySerious
VaguelySerious requested a review from a team as a code ownerJune 13, 2026 17:59
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🦋 Changeset detected

Latest commit: 8d8f512

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

This PR includes changesets to release 0 packages

When changesets are added to this PR, you'll see the packages that this PR includes changesets for and the associated semver types

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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🧪 E2E Test Results

All tests passed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production144202191661
✅ 💻 Local Development174402191963
✅ 📦 Local Production189502192114
✅ 🐘 Local Postgres188102332114
✅ 🪟 Windows15100151
✅ 📋 Other87901781057
Total7992010689060

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro125026
✅ example125026
✅ express125026
✅ fastify125026
✅ hono125026
✅ nextjs-turbopack14902
✅ nextjs-webpack14902
✅ nitro125026
✅ nuxt125026
✅ sveltekit14407
✅ vite125026
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable126025
✅ express-stable126025
✅ fastify-stable126025
✅ hono-stable126025
✅ nextjs-turbopack-canary132019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15100
✅ nextjs-turbopack-stable-lazy-discovery-enabled15100
✅ nextjs-webpack-canary132019
✅ nextjs-webpack-stable-lazy-discovery-enabled15100
✅ nitro-stable126025
✅ nuxt-stable126025
✅ sveltekit-stable14506
✅ vite-stable126025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable126025
✅ express-stable126025
✅ fastify-stable126025
✅ hono-stable126025
✅ nextjs-turbopack-canary132019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15100
✅ nextjs-turbopack-stable-lazy-discovery-enabled15100
✅ nextjs-webpack-canary132019
✅ nextjs-webpack-stable-lazy-discovery-disabled15100
✅ nextjs-webpack-stable-lazy-discovery-enabled15100
✅ nitro-stable126025
✅ nuxt-stable126025
✅ sveltekit-stable14506
✅ vite-stable126025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable125026
✅ express-stable125026
✅ fastify-stable125026
✅ hono-stable125026
✅ nextjs-turbopack-canary131020
✅ nextjs-turbopack-stable-lazy-discovery-disabled15001
✅ nextjs-turbopack-stable-lazy-discovery-enabled15001
✅ nextjs-webpack-canary131020
✅ nextjs-webpack-stable-lazy-discovery-disabled15001
✅ nextjs-webpack-stable-lazy-discovery-enabled15001
✅ nitro-stable125026
✅ nuxt-stable125026
✅ sveltekit-stable14407
✅ vite-stable125026
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack15100
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable126025
✅ e2e-local-dev-tanstack-start-126025
✅ e2e-local-postgres-nest-stable125026
✅ e2e-local-postgres-tanstack-start-125026
✅ e2e-local-prod-nest-stable126025
✅ e2e-local-prod-tanstack-start-126025
✅ e2e-vercel-prod-tanstack-start125026

📋 View full workflow run


Some E2E test jobs failed:

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

Check the workflow run for details.

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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🥇 Express0.046s (+7.7% 🔺)1.006s (~)0.960s101.00x
💻 LocalNitro0.047s (-2.3%)1.016s (+1.0%)0.969s101.02x
🐘 PostgresExpress0.057s (-5.9% 🟢)1.012s (~)0.955s101.24x
💻 LocalNext.js (Turbopack)0.062s (+0.8%)1.007s (~)0.945s101.35x
🐘 PostgresNext.js (Turbopack)0.069s (+3.9%)1.011s (~)0.942s101.51x
🐘 PostgresNitro0.178s (+176.9% 🔺)1.094s (+8.0% 🔺)0.916s103.88x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro0.256s (-2.7%)2.399s (+1.8%)2.144s101.00x
▲ VercelExpress0.275s (-14.0% 🟢)2.270s (-0.8%)1.995s101.08x
▲ VercelNext.js (Turbopack)0.293s (-27.2% 🟢)2.598s (+2.0%)2.306s101.15x

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

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.094s (-0.6%)2.007s (~)0.913s101.00x
💻 LocalExpress1.098s (~)2.006s (~)0.908s101.00x
🐘 PostgresNitro1.104s (-0.6%)2.016s (~)0.911s101.01x
🐘 PostgresExpress1.104s (~)2.010s (~)0.905s101.01x
🐘 PostgresNext.js (Turbopack)1.143s (-1.1%)2.010s (~)0.866s101.04x
💻 LocalNext.js (Turbopack)1.148s (~)2.007s (~)0.858s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express1.704s (+1.9%)3.562s (-3.0%)1.857s101.00x
▲ VercelNext.js (Turbopack)1.716s (+4.1%)3.855s (+0.6%)2.139s101.01x
▲ VercelNitro1.847s (+12.8% 🔺)3.994s (+5.2% 🔺)2.147s101.08x

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

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro10.519s (~)11.024s (~)0.505s31.00x
💻 LocalExpress10.555s (~)11.023s (~)0.468s31.00x
🐘 PostgresExpress10.556s (~)11.022s (~)0.466s31.00x
🐘 PostgresNitro10.576s (~)11.021s (~)0.445s31.01x
💻 LocalNext.js (Turbopack)10.809s (~)11.022s (~)0.214s31.03x
🐘 PostgresNext.js (Turbopack)10.872s (-0.6%)11.018s (-2.9%)0.146s31.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express13.747s (-2.8%)15.850s (+1.8%)2.103s21.00x
▲ VercelNitro13.771s (-44.5% 🟢)15.328s (-41.3% 🟢)1.557s21.00x
▲ VercelNext.js (Turbopack)14.278s (-6.6% 🟢)16.223s (-6.6% 🟢)1.945s21.04x

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

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro13.750s (~)14.027s (~)0.276s51.00x
💻 LocalExpress13.825s (~)14.227s (+1.4%)0.401s51.01x
🐘 PostgresExpress13.846s (+0.5%)14.018s (~)0.172s51.01x
🐘 PostgresNitro14.227s (+2.5%)14.845s (+4.4%)0.618s51.03x
🐘 PostgresNext.js (Turbopack)14.373s (-2.6%)15.014s (-1.7%)0.640s41.05x
💻 LocalNext.js (Turbopack)14.437s (-0.6%)15.030s (~)0.593s41.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express23.280s (+3.3%)25.337s (+3.8%)2.057s31.00x
▲ VercelNitro23.735s (+12.6% 🔺)25.621s (+11.6% 🔺)1.886s31.02x
▲ VercelNext.js (Turbopack)24.790s (+18.9% 🔺)26.770s (+17.7% 🔺)1.980s31.06x

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

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express12.445s (~)13.020s (~)0.574s71.00x
💻 LocalNitro12.455s (-1.0%)13.024s (~)0.569s71.00x
💻 LocalExpress12.523s (~)13.026s (~)0.503s71.01x
🐘 PostgresNitro12.734s (+1.7%)13.157s (+1.1%)0.422s71.02x
🐘 PostgresNext.js (Turbopack)13.723s (-1.2%)14.018s (-2.0%)0.295s71.10x
💻 LocalNext.js (Turbopack)13.851s (+1.8%)14.170s (+1.0%)0.319s71.11x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express30.315s (-20.5% 🟢)32.651s (-17.5% 🟢)2.336s31.00x
▲ VercelNitro30.355s (+1.1%)32.789s (+1.5%)2.434s31.00x
▲ VercelNext.js (Turbopack)30.789s (+1.2%)33.030s (+1.5%)2.240s31.02x

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

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.197s (-2.9%)2.006s (~)0.810s151.00x
💻 LocalNitro1.210s (+1.7%)2.006s (~)0.796s151.01x
🐘 PostgresExpress1.232s (+2.0%)2.008s (~)0.776s151.03x
🐘 PostgresNitro1.252s (+3.8%)2.016s (~)0.764s151.05x
🐘 PostgresNext.js (Turbopack)1.277s (~)2.008s (~)0.731s151.07x
💻 LocalNext.js (Turbopack)1.320s (+0.8%)2.007s (~)0.686s151.10x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.699s (+10.8% 🔺)4.310s (+6.6% 🔺)1.612s71.00x
▲ VercelExpress2.802s (-38.6% 🟢)4.459s (-25.8% 🟢)1.657s71.04x
▲ VercelNext.js (Turbopack)3.218s (+21.1% 🔺)4.953s (+13.1% 🔺)1.735s71.19x

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

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.377s (~)2.170s (-9.3% 🟢)0.793s141.00x
🐘 PostgresExpress1.386s (+2.0%)2.224s (-7.1% 🟢)0.838s141.01x
🐘 PostgresNext.js (Turbopack)1.581s (~)2.591s (+13.0% 🔺)1.010s121.15x
💻 LocalNitro1.831s (-6.7% 🟢)2.149s (-7.2% 🟢)0.319s141.33x
💻 LocalNext.js (Turbopack)1.866s (+5.4% 🔺)2.222s (+10.8% 🔺)0.357s141.35x
💻 LocalExpress2.029s (+25.0% 🔺)2.364s (+17.9% 🔺)0.335s141.47x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.024s (-15.9% 🟢)4.980s (-2.2%)1.956s71.00x
▲ VercelNitro3.262s (-9.3% 🟢)5.284s (-3.0%)2.022s61.08x
▲ VercelNext.js (Turbopack)4.656s (+49.9% 🔺)6.450s (+24.5% 🔺)1.794s51.54x

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

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.689s (+6.7% 🔺)4.139s (+3.2%)2.450s81.00x
🐘 PostgresNitro2.056s (+27.8% 🔺)3.457s (-16.6% 🟢)1.401s91.22x
🐘 PostgresNext.js (Turbopack)3.443s (+5.1% 🔺)4.144s (+3.2%)0.700s82.04x
💻 LocalNitro5.290s (-3.9%)5.680s (-5.6% 🟢)0.390s63.13x
💻 LocalExpress5.390s (+27.3% 🔺)6.014s (+27.3% 🔺)0.623s63.19x
💻 LocalNext.js (Turbopack)5.758s (+18.8% 🔺)6.214s (+16.2% 🔺)0.456s53.41x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.833s (-15.6% 🟢)6.186s (-1.7%)2.353s51.00x
▲ VercelExpress4.351s (+3.5%)6.254s (+3.2%)1.903s51.14x
▲ VercelNext.js (Turbopack)4.563s (-12.2% 🟢)6.673s (-4.6%)2.110s51.19x

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

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.212s (+1.0%)2.008s (~)0.796s151.00x
🐘 PostgresNext.js (Turbopack)1.287s (~)2.007s (~)0.720s151.06x
🐘 PostgresNitro1.316s (+8.2% 🔺)2.043s (+1.8%)0.727s151.09x
💻 LocalNext.js (Turbopack)1.410s (+2.1%)2.006s (~)0.596s151.16x
💻 LocalExpress1.585s (+4.9%)2.007s (~)0.422s151.31x
💻 LocalNitro1.618s (-2.3%)2.007s (~)0.388s151.34x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.330s (-3.7%)4.141s (~)1.812s81.00x
▲ VercelNext.js (Turbopack)2.575s (-25.8% 🟢)4.444s (-12.4% 🟢)1.869s71.11x
▲ VercelNitro2.629s (-10.7% 🟢)4.349s (-10.6% 🟢)1.719s71.13x

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

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.387s (-1.9%)2.508s (+8.3% 🔺)1.122s121.00x
🐘 PostgresNitro1.450s (+7.2% 🔺)2.224s (-14.2% 🟢)0.774s141.05x
🐘 PostgresNext.js (Turbopack)1.602s (-1.2%)2.318s (+1.0%)0.716s131.16x
💻 LocalNext.js (Turbopack)2.021s (-2.4%)2.592s (-8.3% 🟢)0.571s121.46x
💻 LocalNitro2.079s (-2.6%)2.509s (-3.2%)0.430s121.50x
💻 LocalExpress2.214s (+26.8% 🔺)2.735s (+27.2% 🔺)0.521s111.60x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.955s (+12.7% 🔺)5.364s (+24.5% 🔺)2.408s61.00x
▲ VercelExpress3.288s (+9.0% 🔺)5.007s (+12.4% 🔺)1.719s71.11x
▲ VercelNitro3.494s (+33.0% 🔺)5.483s (+35.3% 🔺)1.989s61.18x

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

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.565s (~)4.010s (~)2.445s81.00x
🐘 PostgresNitro1.808s (+12.2% 🔺)3.887s (+3.3%)2.079s81.16x
🐘 PostgresNext.js (Turbopack)3.512s (+28.5% 🔺)4.012s (+16.0% 🔺)0.500s82.24x
💻 LocalNitro5.904s (+0.9%)6.414s (~)0.511s53.77x
💻 LocalNext.js (Turbopack)6.168s (+25.5% 🔺)6.615s (+27.6% 🔺)0.447s53.94x
💻 LocalExpress6.240s (+33.2% 🔺)7.016s (+35.5% 🔺)0.777s53.99x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.364s (-24.8% 🟢)5.595s (-7.1% 🟢)2.232s61.00x
▲ VercelExpress4.166s (+20.5% 🔺)6.471s (+26.6% 🔺)2.306s51.24x
▲ VercelNext.js (Turbopack)4.210s (+19.1% 🔺)6.247s (+15.0% 🔺)2.037s51.25x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.554s (-1.5%)1.006s (~)0.452s601.00x
💻 LocalNitro0.608s (-3.2%)1.005s (~)0.397s601.10x
💻 LocalExpress0.621s (-0.7%)1.005s (-1.6%)0.384s601.12x
🐘 PostgresNitro0.720s (+25.3% 🔺)1.195s (+16.8% 🔺)0.475s511.30x
🐘 PostgresNext.js (Turbopack)0.826s (-2.7%)1.006s (-5.0%)0.180s601.49x
💻 LocalNext.js (Turbopack)0.903s (+2.6%)1.076s (+3.6%)0.173s561.63x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.711s (+3.5%)7.538s (+3.9%)1.827s81.00x
▲ VercelNext.js (Turbopack)5.883s (-4.0%)7.676s (-1.5%)1.793s81.03x
▲ VercelNitro6.231s (+21.7% 🔺)7.863s (+15.2% 🔺)1.632s81.09x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.337s (-1.4%)2.030s (~)0.693s451.00x
💻 LocalExpress1.533s (+2.6%)2.006s (~)0.473s451.15x
💻 LocalNitro1.548s (-0.7%)2.028s (+1.1%)0.480s451.16x
🐘 PostgresNitro1.719s (+26.9% 🔺)2.333s (+16.2% 🔺)0.614s391.29x
🐘 PostgresNext.js (Turbopack)1.946s (-2.3%)2.147s (-10.6% 🟢)0.200s431.46x
💻 LocalNext.js (Turbopack)2.164s (~)3.009s (+1.1%)0.845s301.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro13.457s (-7.5% 🟢)16.100s (-2.0%)2.643s61.00x
▲ VercelExpress13.597s (-11.1% 🟢)15.555s (-10.0% 🟢)1.959s61.01x
▲ VercelNext.js (Turbopack)14.033s (-14.6% 🟢)16.052s (-13.4% 🟢)2.018s61.04x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.697s (-0.9%)3.085s (-0.9%)0.388s391.00x
🐘 PostgresNitro2.723s (+0.9%)3.225s (+4.5%)0.501s381.01x
💻 LocalNitro3.300s (-2.2%)4.010s (~)0.709s301.22x
💻 LocalExpress3.385s (+6.2% 🔺)4.043s (+1.7%)0.657s301.26x
🐘 PostgresNext.js (Turbopack)3.834s (-0.6%)4.047s (~)0.213s301.42x
💻 LocalNext.js (Turbopack)4.377s (+1.5%)5.053s (+0.8%)0.676s241.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express28.912s (+8.7% 🔺)31.906s (+11.8% 🔺)2.993s41.00x
▲ VercelNitro30.581s (+13.3% 🔺)33.260s (+15.0% 🔺)2.679s41.06x
▲ VercelNext.js (Turbopack)31.000s (+4.1%)33.623s (+5.2% 🔺)2.623s41.07x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.235s (-2.7%)1.005s (~)0.770s601.00x
🐘 PostgresExpress0.250s (+2.7%)1.023s (+1.7%)0.773s591.06x
🐘 PostgresNext.js (Turbopack)0.308s (+4.4%)1.006s (~)0.698s601.31x
💻 LocalNitro0.418s (+0.5%)1.004s (~)0.587s601.77x
💻 LocalExpress0.443s (+11.6% 🔺)1.022s (+1.8%)0.579s591.88x
💻 LocalNext.js (Turbopack)0.577s (-2.6%)1.022s (-1.6%)0.446s592.45x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.055s (+1.2%)3.935s (+0.5%)1.880s161.00x
▲ VercelExpress2.144s (+4.6%)4.124s (+8.2% 🔺)1.980s151.04x
▲ VercelNitro2.230s (+18.9% 🔺)4.298s (+18.0% 🔺)2.068s141.09x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.363s (-9.9% 🟢)1.010s (-0.7%)0.647s901.00x
🐘 PostgresExpress0.409s (+2.6%)1.029s (+1.2%)0.620s881.13x
🐘 PostgresNext.js (Turbopack)0.591s (-11.0% 🟢)1.132s (-9.7% 🟢)0.540s801.63x
💻 LocalNitro2.117s (-3.4%)2.716s (-4.8%)0.598s345.82x
💻 LocalExpress2.194s (+6.9% 🔺)2.737s (+4.9%)0.543s336.03x
💻 LocalNext.js (Turbopack)2.548s (+10.1% 🔺)3.225s (+2.5%)0.677s287.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.957s (+13.7% 🔺)4.868s (+17.9% 🔺)1.911s191.00x
▲ VercelNitro3.116s (+9.2% 🔺)5.344s (+7.2% 🔺)2.228s171.05x
▲ VercelNext.js (Turbopack)3.153s (-4.0%)5.247s (-0.9%)2.094s181.07x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.736s (-6.2% 🟢)1.202s (-14.8% 🟢)0.466s1011.00x
🐘 PostgresExpress0.780s (+2.8%)1.257s (-10.4% 🟢)0.477s961.06x
🐘 PostgresNext.js (Turbopack)2.876s (-7.7% 🟢)3.765s (-6.2% 🟢)0.889s323.91x
💻 LocalNitro9.732s (-1.9%)10.198s (-2.4%)0.465s1213.22x
💻 LocalExpress9.806s (+10.3% 🔺)10.359s (+9.2% 🔺)0.552s1213.32x
💻 LocalNext.js (Turbopack)10.569s (+0.6%)11.667s (+2.4%)1.097s1114.36x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro5.628s (-8.5% 🟢)7.624s (-3.4%)1.996s161.00x
▲ VercelExpress6.204s (-21.0% 🟢)8.032s (-15.5% 🟢)1.828s151.10x
▲ VercelNext.js (Turbopack)7.445s (-18.9% 🟢)9.333s (-17.6% 🟢)1.887s141.32x

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

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.159s (~)1.997s (~)0.001s (+22.2% 🔺)2.010s (~)0.852s101.00x
💻 LocalNitro1.164s (-0.8%)2.005s (~)0.013s (+1.6%)2.020s (~)0.856s101.00x
💻 LocalExpress1.168s (+1.3%)2.005s (~)0.012s (+24.2% 🔺)2.020s (~)0.852s101.01x
💻 LocalNext.js (Turbopack)1.216s (~)2.004s (~)0.013s (+21.0% 🔺)2.020s (~)0.804s101.05x
🐘 PostgresNext.js (Turbopack)1.228s (~)2.000s (~)0.001s (+7.7% 🔺)2.010s (~)0.783s101.06x
🐘 PostgresNitro1.248s (+6.7% 🔺)1.993s (~)0.001s (-10.0% 🟢)2.032s (+1.1%)0.783s101.08x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.264s (~)3.300s (-9.2% 🟢)0.911s (+1.2%)4.697s (-7.2% 🟢)2.433s101.00x
▲ VercelExpress2.319s (+2.7%)3.593s (+3.3%)0.977s (-5.6% 🟢)5.066s (+2.6%)2.747s101.02x
▲ VercelNitro2.382s (-0.9%)3.435s (-2.2%)0.957s (-28.7% 🟢)4.933s (-7.1% 🟢)2.550s101.05x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.581s (+0.8%)2.005s (~)0.005s (-5.1% 🟢)2.026s (~)0.445s301.00x
💻 LocalNitro1.591s (~)2.010s (~)0.014s (+13.2% 🔺)2.027s (~)0.436s301.01x
💻 LocalExpress1.597s (+1.2%)2.010s (~)0.012s (-1.6%)2.024s (~)0.427s301.01x
💻 LocalNext.js (Turbopack)1.735s (+0.6%)2.009s (~)0.011s (-3.3%)2.023s (~)0.288s301.10x
🐘 PostgresNext.js (Turbopack)1.756s (-1.7%)2.011s (~)0.005s (-11.4% 🟢)2.025s (~)0.270s301.11x
🐘 PostgresNitro2.065s (+30.6% 🔺)2.615s (+30.4% 🔺)0.004s (-20.7% 🟢)2.637s (+30.2% 🔺)0.572s231.31x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.954s (-6.0% 🟢)7.192s (-3.8%)0.224s (-58.1% 🟢)7.892s (-7.2% 🟢)1.938s81.00x
▲ VercelNext.js (Turbopack)6.262s (-21.1% 🟢)7.682s (-17.8% 🟢)0.299s (-13.6% 🟢)8.456s (-18.3% 🟢)2.194s81.05x
▲ VercelNitro6.279s (+4.3%)8.176s (+11.9% 🔺)0.225s (-15.6% 🟢)8.899s (+8.9% 🔺)2.621s71.05x

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

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.739s (-3.5%)1.045s (~)0.000s (-50.0% 🟢)1.064s (~)0.325s571.00x
🐘 PostgresNext.js (Turbopack)1.023s (-2.2%)1.487s (-2.5%)0.000s (NaN%)1.496s (-2.4%)0.472s411.38x
🐘 PostgresNitro1.036s (+39.1% 🔺)1.460s (+39.6% 🔺)0.000s (+317.1% 🔺)1.476s (+38.2% 🔺)0.440s411.40x
💻 LocalNitro1.382s (-2.7%)2.014s (~)0.000s (-7.1% 🟢)2.016s (~)0.634s301.87x
💻 LocalExpress1.400s (+1.1%)2.014s (~)0.001s (+185.7% 🔺)2.016s (~)0.616s301.89x
💻 LocalNext.js (Turbopack)1.470s (+1.7%)2.013s (~)0.000s (+33.3% 🔺)2.016s (~)0.545s301.99x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.948s (-3.8%)4.492s (+7.3% 🔺)0.000s (NaN%)4.944s (+6.8% 🔺)1.996s131.00x
▲ VercelNext.js (Turbopack)3.171s (-26.8% 🟢)4.588s (-20.9% 🟢)0.000s (NaN%)5.109s (-19.1% 🟢)1.938s121.08x
▲ VercelNitro3.195s (-3.3%)4.681s (-3.8%)0.001s (+500.0% 🔺)5.260s (-2.2%)2.065s121.08x

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

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

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.713s (+3.9%)2.181s (+1.9%)0.000s (+Infinity% 🔺)2.233s (+1.8%)0.519s271.00x
🐘 PostgresNext.js (Turbopack)2.070s (-5.0%)2.586s (-1.0%)0.000s (-100.0% 🟢)2.593s (-1.4%)0.523s241.21x
💻 LocalNext.js (Turbopack)2.765s (-5.5% 🟢)3.359s (-5.5% 🟢)0.000s (-49.1% 🟢)3.362s (-5.5% 🟢)0.597s181.61x
🐘 PostgresNitro2.846s (+64.9% 🔺)3.331s (+47.7% 🔺)0.000s (NaN%)3.392s (+49.5% 🔺)0.546s181.66x
💻 LocalExpress3.002s (-1.3%)3.733s (~)0.001s (-43.8% 🟢)3.736s (~)0.735s171.75x
💻 LocalNitro3.190s (+0.9%)3.966s (+3.3%)0.001s (+36.4% 🔺)3.969s (+3.2%)0.779s161.86x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.494s (-18.3% 🟢)5.994s (-15.5% 🟢)0.004s (+2700.0% 🔺)6.523s (-13.9% 🟢)2.030s101.00x
▲ VercelNext.js (Turbopack)4.557s (-30.8% 🟢)5.910s (-29.0% 🟢)0.000s (NaN%)6.393s (-27.8% 🟢)1.835s101.01x
▲ VercelExpress4.661s (-28.0% 🟢)6.000s (-21.7% 🟢)0.000s (-100.0% 🟢)6.444s (-21.5% 🟢)1.783s101.04x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNitro15/21
🐘 PostgresExpress16/21
▲ VercelExpress11/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres16/21
Next.js (Turbopack)🐘 Postgres17/21
Nitro🐘 Postgres11/21
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

@VaguelySerious
VaguelySerious merged commit 5ad57e8 into mainJun 13, 2026
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@VaguelySerious
VaguelySerious deleted the peter/backport-fix-model-slug branch June 13, 2026 18:06
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No backport to stable for 5ad57e8 (AI decision).

This commit only edits .github/workflows/backport.yml, which does not exist on the stable branch (verified with git ls-tree origin/stable — there is no backport workflow on stable at all). The backport workflow lives only on main since that is where pushes trigger it to open PRs against stable, so this AI-model-slug fix has no counterpart on stable to apply to.

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

5ad57e8270a097fbc7ef15f2aaf562e8df2877fc

pranaygp added a commit that referenced this pull request Jun 14, 2026
* origin/main:
docs: document run idempotency (#2011)
Render attr_set events and run attributes in observability UI (#2393)
[ci] Fix backport job model slug (#2403)
[ci] Comment on PR when backport fails, revert to use opus 4.8 (#2400)
Update queue client to 0.3.1 (#2399)
fix(deps): upgrade esbuild to 0.28.1 (GHSA-gv7w-rqvm-qjhr) (#2395)
pranaygp added a commit that referenced this pull request Jun 16, 2026
* origin/main:
Small detail panel cleanup (#2459)
Fix lazy Next workflow HMR (#2438)
Prevent peer dependency-only major bumps (#2437)
fix(changesets): only major-bump peer dependents when out of range (#2439)
Version Packages (beta) (#2428)
otel: explicit traceparent injection + linked-trace mode for bounded per-invocation traces (#2363)
[next] Clarify `serverExternalPackages` warning (#2417)
Add .swc gitignore handling to builder (#2427)
Version Packages (beta) (#2390)
[ci] Increase dev.test.ts cleanup hook timeout (#2416)
[world-vercel] Switch event endpoints to v4 wire format (#2055)
docs: document run idempotency (#2011)
Render attr_set events and run attributes in observability UI (#2393)
[ci] Fix backport job model slug (#2403)
[ci] Comment on PR when backport fails, revert to use opus 4.8 (#2400)
Update queue client to 0.3.1 (#2399)
fix(deps): upgrade esbuild to 0.28.1 (GHSA-gv7w-rqvm-qjhr) (#2395)
test: e2e coverage for run-idempotency conflict-handling strategies (#2387)
# Conflicts:
#	pnpm-lock.yaml
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, '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); } })(); })(); [ci] Backport workflow: fix Opus model slug (claude-opus-4.8) by VaguelySerious · Pull Request #2403 · vercel/workflow · GitHub
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[ci] Backport workflow: fix Opus model slug (claude-opus-4.8) - #2403

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VaguelySerious merged 1 commit into
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peter/backport-fix-model-slug
Jun 13, 2026
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[ci] Backport workflow: fix Opus model slug (claude-opus-4.8)#2403
VaguelySerious merged 1 commit into
mainfrom
peter/backport-fix-model-slug

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What

Fixes the AI model slug in .github/workflows/backport.yml: anthropic/claude-opus-4-8anthropic/claude-opus-4.8 (dot in the version).

Why

The previous PR (#2400) switched the model to claude-opus-4-8, but the Vercel AI Gateway exposes Opus 4.8 as anthropic/claude-opus-4.8 (see https://ai-gateway.vercel.sh/v1/models). The dashed form 404s with ProviderModelNotFoundError: Model not found: vercel/anthropic/claude-opus-4-8 — the same failure class as the old claude-fable-5.

This was masked at first because:

  • On workflow_dispatch, the decision step short-circuits (forces yes, never calls opencode).
  • A clean cherry-pick skips the conflict-resolver, so opencode is never invoked.

So the model is only exercised when a backport hits a real cherry-pick conflict — which is exactly when the 404 showed up (re-running the esbuild backport #2395).

Verification

Confirmed the valid slug against the gateway's public model list:

$ curl -s https://ai-gateway.vercel.sh/v1/models | ... grep opus
anthropic/claude-opus-4
anthropic/claude-opus-4.1
anthropic/claude-opus-4.5
anthropic/claude-opus-4.6
anthropic/claude-opus-4.7
anthropic/claude-opus-4.8

CI-only change → empty changeset.

🤖 Generated with Claude Code

The Vercel AI Gateway exposes Opus 4.8 as `anthropic/claude-opus-4.8`
(dot in the version). The dashed form `claude-opus-4-8` 404s with
ProviderModelNotFoundError, which only surfaced on backports that hit a
cherry-pick conflict (the decision step short-circuits on workflow_dispatch
and clean cherry-picks never invoke opencode).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@VaguelySerious
VaguelySerious requested a review from a team as a code ownerJune 13, 2026 17:59
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🦋 Changeset detected

Latest commit: 8d8f512

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

This PR includes changesets to release 0 packages

When changesets are added to this PR, you'll see the packages that this PR includes changesets for and the associated semver types

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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🧪 E2E Test Results

All tests passed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production144202191661
✅ 💻 Local Development174402191963
✅ 📦 Local Production189502192114
✅ 🐘 Local Postgres188102332114
✅ 🪟 Windows15100151
✅ 📋 Other87901781057
Total7992010689060

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro125026
✅ example125026
✅ express125026
✅ fastify125026
✅ hono125026
✅ nextjs-turbopack14902
✅ nextjs-webpack14902
✅ nitro125026
✅ nuxt125026
✅ sveltekit14407
✅ vite125026
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable126025
✅ express-stable126025
✅ fastify-stable126025
✅ hono-stable126025
✅ nextjs-turbopack-canary132019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15100
✅ nextjs-turbopack-stable-lazy-discovery-enabled15100
✅ nextjs-webpack-canary132019
✅ nextjs-webpack-stable-lazy-discovery-enabled15100
✅ nitro-stable126025
✅ nuxt-stable126025
✅ sveltekit-stable14506
✅ vite-stable126025
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable126025
✅ express-stable126025
✅ fastify-stable126025
✅ hono-stable126025
✅ nextjs-turbopack-canary132019
✅ nextjs-turbopack-stable-lazy-discovery-disabled15100
✅ nextjs-turbopack-stable-lazy-discovery-enabled15100
✅ nextjs-webpack-canary132019
✅ nextjs-webpack-stable-lazy-discovery-disabled15100
✅ nextjs-webpack-stable-lazy-discovery-enabled15100
✅ nitro-stable126025
✅ nuxt-stable126025
✅ sveltekit-stable14506
✅ vite-stable126025
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable125026
✅ express-stable125026
✅ fastify-stable125026
✅ hono-stable125026
✅ nextjs-turbopack-canary131020
✅ nextjs-turbopack-stable-lazy-discovery-disabled15001
✅ nextjs-turbopack-stable-lazy-discovery-enabled15001
✅ nextjs-webpack-canary131020
✅ nextjs-webpack-stable-lazy-discovery-disabled15001
✅ nextjs-webpack-stable-lazy-discovery-enabled15001
✅ nitro-stable125026
✅ nuxt-stable125026
✅ sveltekit-stable14407
✅ vite-stable125026
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack15100
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable126025
✅ e2e-local-dev-tanstack-start-126025
✅ e2e-local-postgres-nest-stable125026
✅ e2e-local-postgres-tanstack-start-125026
✅ e2e-local-prod-nest-stable126025
✅ e2e-local-prod-tanstack-start-126025
✅ e2e-vercel-prod-tanstack-start125026

📋 View full workflow run


Some E2E test jobs failed:

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

Check the workflow run for details.

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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🥇 Express0.046s (+7.7% 🔺)1.006s (~)0.960s101.00x
💻 LocalNitro0.047s (-2.3%)1.016s (+1.0%)0.969s101.02x
🐘 PostgresExpress0.057s (-5.9% 🟢)1.012s (~)0.955s101.24x
💻 LocalNext.js (Turbopack)0.062s (+0.8%)1.007s (~)0.945s101.35x
🐘 PostgresNext.js (Turbopack)0.069s (+3.9%)1.011s (~)0.942s101.51x
🐘 PostgresNitro0.178s (+176.9% 🔺)1.094s (+8.0% 🔺)0.916s103.88x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro0.256s (-2.7%)2.399s (+1.8%)2.144s101.00x
▲ VercelExpress0.275s (-14.0% 🟢)2.270s (-0.8%)1.995s101.08x
▲ VercelNext.js (Turbopack)0.293s (-27.2% 🟢)2.598s (+2.0%)2.306s101.15x

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

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.094s (-0.6%)2.007s (~)0.913s101.00x
💻 LocalExpress1.098s (~)2.006s (~)0.908s101.00x
🐘 PostgresNitro1.104s (-0.6%)2.016s (~)0.911s101.01x
🐘 PostgresExpress1.104s (~)2.010s (~)0.905s101.01x
🐘 PostgresNext.js (Turbopack)1.143s (-1.1%)2.010s (~)0.866s101.04x
💻 LocalNext.js (Turbopack)1.148s (~)2.007s (~)0.858s101.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express1.704s (+1.9%)3.562s (-3.0%)1.857s101.00x
▲ VercelNext.js (Turbopack)1.716s (+4.1%)3.855s (+0.6%)2.139s101.01x
▲ VercelNitro1.847s (+12.8% 🔺)3.994s (+5.2% 🔺)2.147s101.08x

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

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro10.519s (~)11.024s (~)0.505s31.00x
💻 LocalExpress10.555s (~)11.023s (~)0.468s31.00x
🐘 PostgresExpress10.556s (~)11.022s (~)0.466s31.00x
🐘 PostgresNitro10.576s (~)11.021s (~)0.445s31.01x
💻 LocalNext.js (Turbopack)10.809s (~)11.022s (~)0.214s31.03x
🐘 PostgresNext.js (Turbopack)10.872s (-0.6%)11.018s (-2.9%)0.146s31.03x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express13.747s (-2.8%)15.850s (+1.8%)2.103s21.00x
▲ VercelNitro13.771s (-44.5% 🟢)15.328s (-41.3% 🟢)1.557s21.00x
▲ VercelNext.js (Turbopack)14.278s (-6.6% 🟢)16.223s (-6.6% 🟢)1.945s21.04x

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

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro13.750s (~)14.027s (~)0.276s51.00x
💻 LocalExpress13.825s (~)14.227s (+1.4%)0.401s51.01x
🐘 PostgresExpress13.846s (+0.5%)14.018s (~)0.172s51.01x
🐘 PostgresNitro14.227s (+2.5%)14.845s (+4.4%)0.618s51.03x
🐘 PostgresNext.js (Turbopack)14.373s (-2.6%)15.014s (-1.7%)0.640s41.05x
💻 LocalNext.js (Turbopack)14.437s (-0.6%)15.030s (~)0.593s41.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express23.280s (+3.3%)25.337s (+3.8%)2.057s31.00x
▲ VercelNitro23.735s (+12.6% 🔺)25.621s (+11.6% 🔺)1.886s31.02x
▲ VercelNext.js (Turbopack)24.790s (+18.9% 🔺)26.770s (+17.7% 🔺)1.980s31.06x

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

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express12.445s (~)13.020s (~)0.574s71.00x
💻 LocalNitro12.455s (-1.0%)13.024s (~)0.569s71.00x
💻 LocalExpress12.523s (~)13.026s (~)0.503s71.01x
🐘 PostgresNitro12.734s (+1.7%)13.157s (+1.1%)0.422s71.02x
🐘 PostgresNext.js (Turbopack)13.723s (-1.2%)14.018s (-2.0%)0.295s71.10x
💻 LocalNext.js (Turbopack)13.851s (+1.8%)14.170s (+1.0%)0.319s71.11x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express30.315s (-20.5% 🟢)32.651s (-17.5% 🟢)2.336s31.00x
▲ VercelNitro30.355s (+1.1%)32.789s (+1.5%)2.434s31.00x
▲ VercelNext.js (Turbopack)30.789s (+1.2%)33.030s (+1.5%)2.240s31.02x

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

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express1.197s (-2.9%)2.006s (~)0.810s151.00x
💻 LocalNitro1.210s (+1.7%)2.006s (~)0.796s151.01x
🐘 PostgresExpress1.232s (+2.0%)2.008s (~)0.776s151.03x
🐘 PostgresNitro1.252s (+3.8%)2.016s (~)0.764s151.05x
🐘 PostgresNext.js (Turbopack)1.277s (~)2.008s (~)0.731s151.07x
💻 LocalNext.js (Turbopack)1.320s (+0.8%)2.007s (~)0.686s151.10x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro2.699s (+10.8% 🔺)4.310s (+6.6% 🔺)1.612s71.00x
▲ VercelExpress2.802s (-38.6% 🟢)4.459s (-25.8% 🟢)1.657s71.04x
▲ VercelNext.js (Turbopack)3.218s (+21.1% 🔺)4.953s (+13.1% 🔺)1.735s71.19x

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

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro1.377s (~)2.170s (-9.3% 🟢)0.793s141.00x
🐘 PostgresExpress1.386s (+2.0%)2.224s (-7.1% 🟢)0.838s141.01x
🐘 PostgresNext.js (Turbopack)1.581s (~)2.591s (+13.0% 🔺)1.010s121.15x
💻 LocalNitro1.831s (-6.7% 🟢)2.149s (-7.2% 🟢)0.319s141.33x
💻 LocalNext.js (Turbopack)1.866s (+5.4% 🔺)2.222s (+10.8% 🔺)0.357s141.35x
💻 LocalExpress2.029s (+25.0% 🔺)2.364s (+17.9% 🔺)0.335s141.47x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.024s (-15.9% 🟢)4.980s (-2.2%)1.956s71.00x
▲ VercelNitro3.262s (-9.3% 🟢)5.284s (-3.0%)2.022s61.08x
▲ VercelNext.js (Turbopack)4.656s (+49.9% 🔺)6.450s (+24.5% 🔺)1.794s51.54x

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

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.689s (+6.7% 🔺)4.139s (+3.2%)2.450s81.00x
🐘 PostgresNitro2.056s (+27.8% 🔺)3.457s (-16.6% 🟢)1.401s91.22x
🐘 PostgresNext.js (Turbopack)3.443s (+5.1% 🔺)4.144s (+3.2%)0.700s82.04x
💻 LocalNitro5.290s (-3.9%)5.680s (-5.6% 🟢)0.390s63.13x
💻 LocalExpress5.390s (+27.3% 🔺)6.014s (+27.3% 🔺)0.623s63.19x
💻 LocalNext.js (Turbopack)5.758s (+18.8% 🔺)6.214s (+16.2% 🔺)0.456s53.41x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.833s (-15.6% 🟢)6.186s (-1.7%)2.353s51.00x
▲ VercelExpress4.351s (+3.5%)6.254s (+3.2%)1.903s51.14x
▲ VercelNext.js (Turbopack)4.563s (-12.2% 🟢)6.673s (-4.6%)2.110s51.19x

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

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.212s (+1.0%)2.008s (~)0.796s151.00x
🐘 PostgresNext.js (Turbopack)1.287s (~)2.007s (~)0.720s151.06x
🐘 PostgresNitro1.316s (+8.2% 🔺)2.043s (+1.8%)0.727s151.09x
💻 LocalNext.js (Turbopack)1.410s (+2.1%)2.006s (~)0.596s151.16x
💻 LocalExpress1.585s (+4.9%)2.007s (~)0.422s151.31x
💻 LocalNitro1.618s (-2.3%)2.007s (~)0.388s151.34x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.330s (-3.7%)4.141s (~)1.812s81.00x
▲ VercelNext.js (Turbopack)2.575s (-25.8% 🟢)4.444s (-12.4% 🟢)1.869s71.11x
▲ VercelNitro2.629s (-10.7% 🟢)4.349s (-10.6% 🟢)1.719s71.13x

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

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.387s (-1.9%)2.508s (+8.3% 🔺)1.122s121.00x
🐘 PostgresNitro1.450s (+7.2% 🔺)2.224s (-14.2% 🟢)0.774s141.05x
🐘 PostgresNext.js (Turbopack)1.602s (-1.2%)2.318s (+1.0%)0.716s131.16x
💻 LocalNext.js (Turbopack)2.021s (-2.4%)2.592s (-8.3% 🟢)0.571s121.46x
💻 LocalNitro2.079s (-2.6%)2.509s (-3.2%)0.430s121.50x
💻 LocalExpress2.214s (+26.8% 🔺)2.735s (+27.2% 🔺)0.521s111.60x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.955s (+12.7% 🔺)5.364s (+24.5% 🔺)2.408s61.00x
▲ VercelExpress3.288s (+9.0% 🔺)5.007s (+12.4% 🔺)1.719s71.11x
▲ VercelNitro3.494s (+33.0% 🔺)5.483s (+35.3% 🔺)1.989s61.18x

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

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.565s (~)4.010s (~)2.445s81.00x
🐘 PostgresNitro1.808s (+12.2% 🔺)3.887s (+3.3%)2.079s81.16x
🐘 PostgresNext.js (Turbopack)3.512s (+28.5% 🔺)4.012s (+16.0% 🔺)0.500s82.24x
💻 LocalNitro5.904s (+0.9%)6.414s (~)0.511s53.77x
💻 LocalNext.js (Turbopack)6.168s (+25.5% 🔺)6.615s (+27.6% 🔺)0.447s53.94x
💻 LocalExpress6.240s (+33.2% 🔺)7.016s (+35.5% 🔺)0.777s53.99x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro3.364s (-24.8% 🟢)5.595s (-7.1% 🟢)2.232s61.00x
▲ VercelExpress4.166s (+20.5% 🔺)6.471s (+26.6% 🔺)2.306s51.24x
▲ VercelNext.js (Turbopack)4.210s (+19.1% 🔺)6.247s (+15.0% 🔺)2.037s51.25x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.554s (-1.5%)1.006s (~)0.452s601.00x
💻 LocalNitro0.608s (-3.2%)1.005s (~)0.397s601.10x
💻 LocalExpress0.621s (-0.7%)1.005s (-1.6%)0.384s601.12x
🐘 PostgresNitro0.720s (+25.3% 🔺)1.195s (+16.8% 🔺)0.475s511.30x
🐘 PostgresNext.js (Turbopack)0.826s (-2.7%)1.006s (-5.0%)0.180s601.49x
💻 LocalNext.js (Turbopack)0.903s (+2.6%)1.076s (+3.6%)0.173s561.63x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.711s (+3.5%)7.538s (+3.9%)1.827s81.00x
▲ VercelNext.js (Turbopack)5.883s (-4.0%)7.676s (-1.5%)1.793s81.03x
▲ VercelNitro6.231s (+21.7% 🔺)7.863s (+15.2% 🔺)1.632s81.09x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.337s (-1.4%)2.030s (~)0.693s451.00x
💻 LocalExpress1.533s (+2.6%)2.006s (~)0.473s451.15x
💻 LocalNitro1.548s (-0.7%)2.028s (+1.1%)0.480s451.16x
🐘 PostgresNitro1.719s (+26.9% 🔺)2.333s (+16.2% 🔺)0.614s391.29x
🐘 PostgresNext.js (Turbopack)1.946s (-2.3%)2.147s (-10.6% 🟢)0.200s431.46x
💻 LocalNext.js (Turbopack)2.164s (~)3.009s (+1.1%)0.845s301.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro13.457s (-7.5% 🟢)16.100s (-2.0%)2.643s61.00x
▲ VercelExpress13.597s (-11.1% 🟢)15.555s (-10.0% 🟢)1.959s61.01x
▲ VercelNext.js (Turbopack)14.033s (-14.6% 🟢)16.052s (-13.4% 🟢)2.018s61.04x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express2.697s (-0.9%)3.085s (-0.9%)0.388s391.00x
🐘 PostgresNitro2.723s (+0.9%)3.225s (+4.5%)0.501s381.01x
💻 LocalNitro3.300s (-2.2%)4.010s (~)0.709s301.22x
💻 LocalExpress3.385s (+6.2% 🔺)4.043s (+1.7%)0.657s301.26x
🐘 PostgresNext.js (Turbopack)3.834s (-0.6%)4.047s (~)0.213s301.42x
💻 LocalNext.js (Turbopack)4.377s (+1.5%)5.053s (+0.8%)0.676s241.62x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express28.912s (+8.7% 🔺)31.906s (+11.8% 🔺)2.993s41.00x
▲ VercelNitro30.581s (+13.3% 🔺)33.260s (+15.0% 🔺)2.679s41.06x
▲ VercelNext.js (Turbopack)31.000s (+4.1%)33.623s (+5.2% 🔺)2.623s41.07x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.235s (-2.7%)1.005s (~)0.770s601.00x
🐘 PostgresExpress0.250s (+2.7%)1.023s (+1.7%)0.773s591.06x
🐘 PostgresNext.js (Turbopack)0.308s (+4.4%)1.006s (~)0.698s601.31x
💻 LocalNitro0.418s (+0.5%)1.004s (~)0.587s601.77x
💻 LocalExpress0.443s (+11.6% 🔺)1.022s (+1.8%)0.579s591.88x
💻 LocalNext.js (Turbopack)0.577s (-2.6%)1.022s (-1.6%)0.446s592.45x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.055s (+1.2%)3.935s (+0.5%)1.880s161.00x
▲ VercelExpress2.144s (+4.6%)4.124s (+8.2% 🔺)1.980s151.04x
▲ VercelNitro2.230s (+18.9% 🔺)4.298s (+18.0% 🔺)2.068s141.09x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.363s (-9.9% 🟢)1.010s (-0.7%)0.647s901.00x
🐘 PostgresExpress0.409s (+2.6%)1.029s (+1.2%)0.620s881.13x
🐘 PostgresNext.js (Turbopack)0.591s (-11.0% 🟢)1.132s (-9.7% 🟢)0.540s801.63x
💻 LocalNitro2.117s (-3.4%)2.716s (-4.8%)0.598s345.82x
💻 LocalExpress2.194s (+6.9% 🔺)2.737s (+4.9%)0.543s336.03x
💻 LocalNext.js (Turbopack)2.548s (+10.1% 🔺)3.225s (+2.5%)0.677s287.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.957s (+13.7% 🔺)4.868s (+17.9% 🔺)1.911s191.00x
▲ VercelNitro3.116s (+9.2% 🔺)5.344s (+7.2% 🔺)2.228s171.05x
▲ VercelNext.js (Turbopack)3.153s (-4.0%)5.247s (-0.9%)2.094s181.07x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro0.736s (-6.2% 🟢)1.202s (-14.8% 🟢)0.466s1011.00x
🐘 PostgresExpress0.780s (+2.8%)1.257s (-10.4% 🟢)0.477s961.06x
🐘 PostgresNext.js (Turbopack)2.876s (-7.7% 🟢)3.765s (-6.2% 🟢)0.889s323.91x
💻 LocalNitro9.732s (-1.9%)10.198s (-2.4%)0.465s1213.22x
💻 LocalExpress9.806s (+10.3% 🔺)10.359s (+9.2% 🔺)0.552s1213.32x
💻 LocalNext.js (Turbopack)10.569s (+0.6%)11.667s (+2.4%)1.097s1114.36x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro5.628s (-8.5% 🟢)7.624s (-3.4%)1.996s161.00x
▲ VercelExpress6.204s (-21.0% 🟢)8.032s (-15.5% 🟢)1.828s151.10x
▲ VercelNext.js (Turbopack)7.445s (-18.9% 🟢)9.333s (-17.6% 🟢)1.887s141.32x

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

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.159s (~)1.997s (~)0.001s (+22.2% 🔺)2.010s (~)0.852s101.00x
💻 LocalNitro1.164s (-0.8%)2.005s (~)0.013s (+1.6%)2.020s (~)0.856s101.00x
💻 LocalExpress1.168s (+1.3%)2.005s (~)0.012s (+24.2% 🔺)2.020s (~)0.852s101.01x
💻 LocalNext.js (Turbopack)1.216s (~)2.004s (~)0.013s (+21.0% 🔺)2.020s (~)0.804s101.05x
🐘 PostgresNext.js (Turbopack)1.228s (~)2.000s (~)0.001s (+7.7% 🔺)2.010s (~)0.783s101.06x
🐘 PostgresNitro1.248s (+6.7% 🔺)1.993s (~)0.001s (-10.0% 🟢)2.032s (+1.1%)0.783s101.08x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.264s (~)3.300s (-9.2% 🟢)0.911s (+1.2%)4.697s (-7.2% 🟢)2.433s101.00x
▲ VercelExpress2.319s (+2.7%)3.593s (+3.3%)0.977s (-5.6% 🟢)5.066s (+2.6%)2.747s101.02x
▲ VercelNitro2.382s (-0.9%)3.435s (-2.2%)0.957s (-28.7% 🟢)4.933s (-7.1% 🟢)2.550s101.05x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.581s (+0.8%)2.005s (~)0.005s (-5.1% 🟢)2.026s (~)0.445s301.00x
💻 LocalNitro1.591s (~)2.010s (~)0.014s (+13.2% 🔺)2.027s (~)0.436s301.01x
💻 LocalExpress1.597s (+1.2%)2.010s (~)0.012s (-1.6%)2.024s (~)0.427s301.01x
💻 LocalNext.js (Turbopack)1.735s (+0.6%)2.009s (~)0.011s (-3.3%)2.023s (~)0.288s301.10x
🐘 PostgresNext.js (Turbopack)1.756s (-1.7%)2.011s (~)0.005s (-11.4% 🟢)2.025s (~)0.270s301.11x
🐘 PostgresNitro2.065s (+30.6% 🔺)2.615s (+30.4% 🔺)0.004s (-20.7% 🟢)2.637s (+30.2% 🔺)0.572s231.31x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express5.954s (-6.0% 🟢)7.192s (-3.8%)0.224s (-58.1% 🟢)7.892s (-7.2% 🟢)1.938s81.00x
▲ VercelNext.js (Turbopack)6.262s (-21.1% 🟢)7.682s (-17.8% 🟢)0.299s (-13.6% 🟢)8.456s (-18.3% 🟢)2.194s81.05x
▲ VercelNitro6.279s (+4.3%)8.176s (+11.9% 🔺)0.225s (-15.6% 🟢)8.899s (+8.9% 🔺)2.621s71.05x

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

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express0.739s (-3.5%)1.045s (~)0.000s (-50.0% 🟢)1.064s (~)0.325s571.00x
🐘 PostgresNext.js (Turbopack)1.023s (-2.2%)1.487s (-2.5%)0.000s (NaN%)1.496s (-2.4%)0.472s411.38x
🐘 PostgresNitro1.036s (+39.1% 🔺)1.460s (+39.6% 🔺)0.000s (+317.1% 🔺)1.476s (+38.2% 🔺)0.440s411.40x
💻 LocalNitro1.382s (-2.7%)2.014s (~)0.000s (-7.1% 🟢)2.016s (~)0.634s301.87x
💻 LocalExpress1.400s (+1.1%)2.014s (~)0.001s (+185.7% 🔺)2.016s (~)0.616s301.89x
💻 LocalNext.js (Turbopack)1.470s (+1.7%)2.013s (~)0.000s (+33.3% 🔺)2.016s (~)0.545s301.99x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.948s (-3.8%)4.492s (+7.3% 🔺)0.000s (NaN%)4.944s (+6.8% 🔺)1.996s131.00x
▲ VercelNext.js (Turbopack)3.171s (-26.8% 🟢)4.588s (-20.9% 🟢)0.000s (NaN%)5.109s (-19.1% 🟢)1.938s121.08x
▲ VercelNitro3.195s (-3.3%)4.681s (-3.8%)0.001s (+500.0% 🔺)5.260s (-2.2%)2.065s121.08x

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

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

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express1.713s (+3.9%)2.181s (+1.9%)0.000s (+Infinity% 🔺)2.233s (+1.8%)0.519s271.00x
🐘 PostgresNext.js (Turbopack)2.070s (-5.0%)2.586s (-1.0%)0.000s (-100.0% 🟢)2.593s (-1.4%)0.523s241.21x
💻 LocalNext.js (Turbopack)2.765s (-5.5% 🟢)3.359s (-5.5% 🟢)0.000s (-49.1% 🟢)3.362s (-5.5% 🟢)0.597s181.61x
🐘 PostgresNitro2.846s (+64.9% 🔺)3.331s (+47.7% 🔺)0.000s (NaN%)3.392s (+49.5% 🔺)0.546s181.66x
💻 LocalExpress3.002s (-1.3%)3.733s (~)0.001s (-43.8% 🟢)3.736s (~)0.735s171.75x
💻 LocalNitro3.190s (+0.9%)3.966s (+3.3%)0.001s (+36.4% 🔺)3.969s (+3.2%)0.779s161.86x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Nitro4.494s (-18.3% 🟢)5.994s (-15.5% 🟢)0.004s (+2700.0% 🔺)6.523s (-13.9% 🟢)2.030s101.00x
▲ VercelNext.js (Turbopack)4.557s (-30.8% 🟢)5.910s (-29.0% 🟢)0.000s (NaN%)6.393s (-27.8% 🟢)1.835s101.01x
▲ VercelExpress4.661s (-28.0% 🟢)6.000s (-21.7% 🟢)0.000s (-100.0% 🟢)6.444s (-21.5% 🟢)1.783s101.04x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNitro15/21
🐘 PostgresExpress16/21
▲ VercelExpress11/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres16/21
Next.js (Turbopack)🐘 Postgres17/21
Nitro🐘 Postgres11/21
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

@VaguelySerious
VaguelySerious merged commit 5ad57e8 into mainJun 13, 2026
115 of 116 checks passed
@VaguelySerious
VaguelySerious deleted the peter/backport-fix-model-slug branch June 13, 2026 18:06
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No backport to stable for 5ad57e8 (AI decision).

This commit only edits .github/workflows/backport.yml, which does not exist on the stable branch (verified with git ls-tree origin/stable — there is no backport workflow on stable at all). The backport workflow lives only on main since that is where pushes trigger it to open PRs against stable, so this AI-model-slug fix has no counterpart on stable to apply to.

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

5ad57e8270a097fbc7ef15f2aaf562e8df2877fc

pranaygp added a commit that referenced this pull request Jun 14, 2026
* origin/main:
docs: document run idempotency (#2011)
Render attr_set events and run attributes in observability UI (#2393)
[ci] Fix backport job model slug (#2403)
[ci] Comment on PR when backport fails, revert to use opus 4.8 (#2400)
Update queue client to 0.3.1 (#2399)
fix(deps): upgrade esbuild to 0.28.1 (GHSA-gv7w-rqvm-qjhr) (#2395)
pranaygp added a commit that referenced this pull request Jun 16, 2026
* origin/main:
Small detail panel cleanup (#2459)
Fix lazy Next workflow HMR (#2438)
Prevent peer dependency-only major bumps (#2437)
fix(changesets): only major-bump peer dependents when out of range (#2439)
Version Packages (beta) (#2428)
otel: explicit traceparent injection + linked-trace mode for bounded per-invocation traces (#2363)
[next] Clarify `serverExternalPackages` warning (#2417)
Add .swc gitignore handling to builder (#2427)
Version Packages (beta) (#2390)
[ci] Increase dev.test.ts cleanup hook timeout (#2416)
[world-vercel] Switch event endpoints to v4 wire format (#2055)
docs: document run idempotency (#2011)
Render attr_set events and run attributes in observability UI (#2393)
[ci] Fix backport job model slug (#2403)
[ci] Comment on PR when backport fails, revert to use opus 4.8 (#2400)
Update queue client to 0.3.1 (#2399)
fix(deps): upgrade esbuild to 0.28.1 (GHSA-gv7w-rqvm-qjhr) (#2395)
test: e2e coverage for run-idempotency conflict-handling strategies (#2387)
# Conflicts:
#	pnpm-lock.yaml
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