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fix(builders): copy traced runtime assets into the Vercel workflow function#2770

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fix(builders): copy traced runtime assets into the Vercel workflow function#2770
NathanColosimo wants to merge 6 commits into
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nathanc/issue-1956

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Fixes #1956

Problem

The Vercel Build Output API builder bundles all workflow/step code into flow.func/index.mjs. Bundling inlines JavaScript, but drops files that code loads from disk at runtime. @prisma/client is the reported case: its generated client resolves the native query engine (libquery_engine-*.so.node) and schema.prisma next to the generated client at runtime, so every step that touches the database crashes with PrismaClientInitializationError on Vercel. The same applies to any native addon, WASM file, or data file a dependency reads at runtime.

Fix

The steps-bundle esbuild metafile already lists every module that was inlined into the function bundle. After bundling, those modules are traced with @vercel/nft at their original on-disk locations (where relative asset references still resolve), and the runtime assets they reference are copied into flow.func:

  • A traced file counts as a runtime asset when nft tags it asset (static analysis of fs reads) or sharedlib, or when it's a .node native addon (nft traces those as plain dependency, and its sharedlib globs are platform-specific — a .dylib.node Prisma engine traced on Linux gets no tag).
  • Only assets inside node_modules are copied. They keep their path below the innermost node_modules directory, which flattens pnpm/store layouts (node_modules/.pnpm/<pkg>/node_modules/.prisma/client/engine.nodenode_modules/.prisma/client/engine.node). That's the flat layout runtime lookups probe, resolved against the function root — which is process.cwd() at runtime.
  • The owning package.json is copied alongside each asset so runtime resolution of the copied files keeps working (e.g. a native package whose main points at a .node binary).
  • Files outside node_modules are deliberately never copied (a warning is logged), so app-level credentials (service-account.json, .env, keys) can't ride into the deployed function. Credential-suffixed files are additionally denylisted as defense-in-depth.
  • The whole step is best-effort: a tracing failure logs a warning and degrades to the previous behavior (nothing copied) instead of failing builds that don't depend on runtime assets.

Because the trace entries come from the metafile, everything esbuild already resolved (tsconfig path aliases, package export conditions, the SWC plugin's output) is handled for free — no parallel resolution logic. The metafile is skipped in watch mode, so dev rebuilds don't pay for it. @vercel/nft is pinned to 0.30.4 (last version supporting Node 18, which the workspace still advertises).

This runs for VercelBuildOutputAPIBuilder and everything that extends it (CLI --target vercel-build-output-api, Nitro/Nuxt, Astro, SvelteKit Vercel builders).

Tests

  • New regression tests build a real app in a temp dir with a Prisma-shaped fixture (package resolving a dot-prefixed generated sibling that reads a native engine + schema at runtime). Both fail on main with exactly the issue's failure mode (engine missing from flow.func) and pass with the fix:
  • The engine fixture is named libquery_engine-darwin.dylib.node on purpose: it matches no nft sharedlib glob on any platform, so the test also locks in the .node-addon path.
  • Full @workflow/builders suite: 422 tests green. Typecheck + build green.
  • Manual proof: built workbench/example via workflow build --target vercel-build-output-api with the same fixture; the engine landed in flow.func/node_modules/.fake-prisma/client/ and was readable through Prisma's cwd-based lookup. Across the whole example app the trace copied exactly two assets (the fixture engine and cbor-x/dist/node.cjs), i.e. no output bloat.

Known limitations (follow-up territory)

  • __dirname/import.meta.url-relative reads inside bundled code resolve against the function root and aren't remapped (Prisma is unaffected — it probes cwd()/node_modules/.prisma/client).
  • App-directory files read at runtime (e.g. readFileSync(join(process.cwd(), 'data/config.json'))) are not copied; only node_modules assets are. A build warning points at each skipped file.
  • JS worker files emitted as assets are copied, but their own imports aren't recursively traced.
  • When two packages flatten to the same node_modules path, the first in trace order wins (a warning is logged on conflict).

Review

Reviewed with /simplify (3-agent reuse/quality/efficiency pass) and 4 rounds of autoreview (Codex gpt-5.5:xhigh + Claude Opus 4.8:xhigh panel); all accepted findings addressed.

…nction

Bundling inlines JavaScript but drops files that code loads from disk at
runtime — Prisma query engines, native addons, data files. Trace the
modules esbuild inlined into the steps bundle with @vercel/nft and copy
the runtime assets they reference into flow.func so runtime lookups
relative to the function root succeed.

Fixes #1956
…s-scoped

- Wrap tracing in try/catch so a trace failure degrades to the previous
  behavior (nothing copied) instead of failing builds
- Only copy assets inside node_modules; app-directory files (which can
  include credentials) are never copied
- Resolve absolute traced paths (cross-drive on Windows) directly
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🦋 Changeset detected

Latest commit: 509780e

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

This PR includes changesets to release 16 packages
Name Type
@workflow/builders Patch
@workflow/astro Patch
@workflow/cli Patch
@workflow/nest Patch
@workflow/next Patch
@workflow/nitro Patch
@workflow/rollup Patch
@workflow/sveltekit Patch
@workflow/vite Patch
@workflow/vitest Patch
workflow Patch
@workflow/world-testing Patch
@workflow/nuxt Patch
@workflow/core Patch
@workflow/web-shared Patch
@workflow/web Patch

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

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📊 Benchmark Results

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

workflow with no steps

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
💻 Local 🥇 Next.js (Turbopack) 0.045s (-19.2% 🟢) 1.006s (~) 0.961s 10 1.00x
💻 Local Express 0.049s (+1.3%) 1.006s (~) 0.958s 10 1.08x
💻 Local Nitro 0.049s (-15.4% 🟢) 1.006s (-1.3%) 0.957s 10 1.08x
🐘 Postgres Next.js (Turbopack) 0.062s (~) 1.012s (~) 0.949s 10 1.38x
🐘 Postgres Nitro 0.067s (-1.2%) 1.012s (~) 0.946s 10 1.47x
🐘 Postgres Express 0.073s (+14.1% 🔺) 1.012s (~) 0.939s 10 1.62x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Nitro 0.246s (+36.6% 🔺) 1.914s (+17.6% 🔺) 1.668s 10 1.00x
▲ Vercel Express 0.248s (+10.5% 🔺) 1.892s (+6.0% 🔺) 1.644s 10 1.00x
▲ Vercel Next.js (Turbopack) 0.853s (+14.1% 🔺) 2.501s (+1.4%) 1.649s 10 3.46x

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

workflow with 1 step

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
💻 Local 🥇 Next.js (Turbopack) 1.075s (-1.6%) 2.007s (~) 0.932s 10 1.00x
💻 Local Express 1.083s (+0.6%) 2.006s (~) 0.923s 10 1.01x
💻 Local Nitro 1.089s (+0.5%) 2.007s (~) 0.918s 10 1.01x
🐘 Postgres Express 1.095s (~) 2.010s (~) 0.915s 10 1.02x
🐘 Postgres Nitro 1.095s (~) 2.009s (~) 0.914s 10 1.02x
🐘 Postgres Next.js (Turbopack) 1.101s (~) 2.011s (~) 0.910s 10 1.02x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Nitro 1.397s (+1.4%) 2.877s (-13.0% 🟢) 1.480s 10 1.00x
▲ Vercel Express 1.472s (-0.5%) 2.996s (-10.3% 🟢) 1.524s 10 1.05x
▲ Vercel Next.js (Turbopack) 2.202s (+7.0% 🔺) 3.672s (+1.0%) 1.470s 10 1.58x

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

workflow with 10 sequential steps

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
💻 Local 🥇 Express 10.452s (~) 11.022s (~) 0.570s 3 1.00x
💻 Local Next.js (Turbopack) 10.462s (~) 11.023s (~) 0.560s 3 1.00x
🐘 Postgres Express 10.475s (~) 11.021s (~) 0.546s 3 1.00x
💻 Local Nitro 10.476s (~) 11.023s (~) 0.548s 3 1.00x
🐘 Postgres Nitro 10.487s (~) 11.016s (~) 0.529s 3 1.00x
🐘 Postgres Next.js (Turbopack) 10.502s (~) 11.012s (~) 0.511s 3 1.00x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Nitro 11.557s (~) 13.948s (+9.2% 🔺) 2.390s 3 1.00x
▲ Vercel Express 11.784s (+1.0%) 13.876s (+5.0%) 2.092s 3 1.02x
▲ Vercel Next.js (Turbopack) 12.293s (+4.5%) 14.476s (+4.5%) 2.183s 3 1.06x

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

workflow with 25 sequential steps

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
💻 Local 🥇 Next.js (Turbopack) 13.515s (-1.8%) 14.025s (~) 0.511s 5 1.00x
💻 Local Nitro 13.608s (~) 14.025s (~) 0.417s 5 1.01x
💻 Local Express 13.645s (~) 14.028s (~) 0.383s 5 1.01x
🐘 Postgres Nitro 13.652s (~) 14.017s (~) 0.365s 5 1.01x
🐘 Postgres Next.js (Turbopack) 13.697s (~) 14.019s (~) 0.322s 5 1.01x
🐘 Postgres Express 13.798s (+0.9%) 14.019s (~) 0.221s 5 1.02x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Nitro 16.265s (-1.2%) 18.602s (+3.4%) 2.337s 4 1.00x
▲ Vercel Express 16.405s (-2.2%) 18.731s (+1.3%) 2.326s 4 1.01x
▲ Vercel Next.js (Turbopack) 17.973s (+3.3%) 19.869s (+3.0%) 1.896s 4 1.10x

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

workflow with 50 sequential steps

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
💻 Local 🥇 Express 12.193s (+0.8%) 13.027s (~) 0.834s 7 1.00x
💻 Local Nitro 12.266s (~) 13.025s (~) 0.759s 7 1.01x
🐘 Postgres Express 12.286s (~) 13.021s (~) 0.735s 7 1.01x
🐘 Postgres Nitro 12.352s (~) 13.018s (~) 0.666s 7 1.01x
💻 Local Next.js (Turbopack) 12.358s (-0.5%) 13.026s (~) 0.668s 7 1.01x
🐘 Postgres Next.js (Turbopack) 12.460s (~) 13.020s (~) 0.560s 7 1.02x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Nitro 18.372s (-0.9%) 20.243s (+1.0%) 1.872s 5 1.00x
▲ Vercel Express 18.407s (+4.8%) 20.343s (+8.0% 🔺) 1.936s 5 1.00x
▲ Vercel Next.js (Turbopack) 19.692s (+1.2%) 21.535s (~) 1.843s 5 1.07x

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

Promise.all with 10 concurrent steps

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
🐘 Postgres 🥇 Express 1.177s (-2.5%) 2.008s (~) 0.831s 15 1.00x
🐘 Postgres Nitro 1.181s (-0.7%) 2.007s (~) 0.826s 15 1.00x
🐘 Postgres Next.js (Turbopack) 1.222s (+1.6%) 2.074s (+3.3%) 0.852s 15 1.04x
💻 Local Next.js (Turbopack) 1.372s (-4.3%) 2.007s (~) 0.635s 15 1.17x
💻 Local Nitro 1.434s (+2.2%) 2.006s (~) 0.573s 15 1.22x
💻 Local Express 1.446s (+4.8%) 2.006s (~) 0.560s 15 1.23x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Nitro 2.186s (-2.7%) 4.021s (+9.8% 🔺) 1.835s 8 1.00x
▲ Vercel Express 2.263s (+7.2% 🔺) 4.031s (+13.6% 🔺) 1.768s 8 1.04x
▲ Vercel Next.js (Turbopack) 3.734s (+18.2% 🔺) 5.515s (+5.8% 🔺) 1.780s 6 1.71x

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

Promise.all with 25 concurrent steps

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
🐘 Postgres 🥇 Nitro 1.320s (-2.4%) 2.150s (-13.0% 🟢) 0.830s 14 1.00x
🐘 Postgres Next.js (Turbopack) 1.334s (+0.7%) 3.010s (~) 1.676s 10 1.01x
🐘 Postgres Express 1.357s (-1.1%) 2.317s (-7.7% 🟢) 0.960s 13 1.03x
💻 Local Next.js (Turbopack) 2.020s (-15.5% 🟢) 2.827s (-6.1% 🟢) 0.807s 11 1.53x
💻 Local Nitro 2.400s (-0.7%) 3.009s (~) 0.609s 10 1.82x
💻 Local Express 2.403s (-3.0%) 3.009s (-3.2%) 0.606s 10 1.82x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Nitro 2.390s (-1.3%) 4.095s (+9.1% 🔺) 1.705s 8 1.00x
▲ Vercel Express 2.516s (+3.6%) 4.154s (+4.2%) 1.638s 8 1.05x
▲ Vercel Next.js (Turbopack) 4.125s (+20.3% 🔺) 5.811s (+10.6% 🔺) 1.687s 6 1.73x

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

Promise.all with 50 concurrent steps

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
🐘 Postgres 🥇 Nitro 1.583s (-1.4%) 4.136s (-3.9%) 2.553s 8 1.00x
🐘 Postgres Express 1.627s (-3.7%) 4.301s (-3.2%) 2.673s 7 1.03x
🐘 Postgres Next.js (Turbopack) 2.948s (-7.5% 🟢) 6.215s (+6.3% 🔺) 3.267s 5 1.86x
💻 Local Next.js (Turbopack) 4.235s (+11.9% 🔺) 5.016s (+3.0%) 0.781s 6 2.67x
💻 Local Express 4.261s (+20.5% 🔺) 5.182s (+9.6% 🔺) 0.921s 6 2.69x
💻 Local Nitro 4.875s (+27.0% 🔺) 5.681s (+23.9% 🔺) 0.806s 6 3.08x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Express 3.409s (+14.5% 🔺) 5.240s (+16.8% 🔺) 1.831s 6 1.00x
▲ Vercel Nitro 4.069s (+31.3% 🔺) 5.787s (+22.2% 🔺) 1.718s 6 1.19x
▲ Vercel Next.js (Turbopack) 4.906s (+8.9% 🔺) 6.753s (+6.3% 🔺) 1.847s 5 1.44x

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

Promise.race with 10 concurrent steps

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
🐘 Postgres 🥇 Nitro 1.185s (-0.6%) 2.007s (~) 0.822s 15 1.00x
🐘 Postgres Express 1.191s (-3.2%) 2.007s (-3.2%) 0.817s 15 1.00x
🐘 Postgres Next.js (Turbopack) 1.210s (-3.4%) 2.009s (-3.2%) 0.799s 15 1.02x
💻 Local Next.js (Turbopack) 1.403s (-3.6%) 2.007s (~) 0.604s 15 1.18x
💻 Local Nitro 1.428s (~) 2.007s (~) 0.579s 15 1.20x
💻 Local Express 1.444s (+0.9%) 2.007s (~) 0.563s 15 1.22x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Express 2.017s (-4.9%) 3.895s (+8.6% 🔺) 1.877s 8 1.00x
▲ Vercel Nitro 2.087s (-15.9% 🟢) 3.931s (+2.1%) 1.845s 8 1.03x
▲ Vercel Next.js (Turbopack) 3.892s (+15.1% 🔺) 5.861s (+10.4% 🔺) 1.969s 6 1.93x

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

Promise.race with 25 concurrent steps

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
🐘 Postgres 🥇 Next.js (Turbopack) 1.333s (~) 3.010s (~) 1.677s 10 1.00x
🐘 Postgres Express 1.361s (~) 2.224s (-14.3% 🟢) 0.863s 14 1.02x
🐘 Postgres Nitro 1.376s (+4.5%) 2.222s (-7.2% 🟢) 0.846s 14 1.03x
💻 Local Next.js (Turbopack) 2.251s (-14.6% 🟢) 3.009s (~) 0.758s 10 1.69x
💻 Local Nitro 2.567s (+3.5%) 3.009s (~) 0.442s 10 1.93x
💻 Local Express 2.935s (+19.6% 🔺) 3.344s (+11.2% 🔺) 0.409s 9 2.20x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Express 2.338s (+3.5%) 3.939s (+10.1% 🔺) 1.600s 8 1.00x
▲ Vercel Nitro 2.572s (+9.4% 🔺) 4.318s (+14.4% 🔺) 1.745s 8 1.10x
▲ Vercel Next.js (Turbopack) 3.807s (+12.2% 🔺) 5.845s (+9.6% 🔺) 2.038s 6 1.63x

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

Promise.race with 50 concurrent steps

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
🐘 Postgres 🥇 Nitro 1.591s (-1.1%) 4.136s (~) 2.544s 8 1.00x
🐘 Postgres Express 1.658s (~) 4.590s (+6.8% 🔺) 2.933s 7 1.04x
🐘 Postgres Next.js (Turbopack) 3.181s (-3.5%) 6.219s (~) 3.038s 5 2.00x
💻 Local Next.js (Turbopack) 3.354s (-40.1% 🟢) 4.586s (-23.8% 🟢) 1.232s 7 2.11x
💻 Local Express 4.730s (-14.0% 🟢) 6.016s (~) 1.286s 5 2.97x
💻 Local Nitro 4.954s (-12.1% 🟢) 6.015s (~) 1.061s 5 3.11x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Nitro 2.653s (-7.5% 🟢) 4.084s (-7.3% 🟢) 1.431s 8 1.00x
▲ Vercel Express 3.029s (+13.4% 🔺) 4.834s (+12.3% 🔺) 1.805s 7 1.14x
▲ Vercel Next.js (Turbopack) 4.443s (-11.5% 🟢) 6.525s (-4.5%) 2.082s 5 1.67x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
🐘 Postgres 🥇 Nitro 0.544s (-6.9% 🟢) 1.023s (-1.7%) 0.479s 59 1.00x
💻 Local Next.js (Turbopack) 0.583s (-7.5% 🟢) 1.040s (+3.4%) 0.456s 58 1.07x
🐘 Postgres Next.js (Turbopack) 0.594s (+5.6% 🔺) 1.007s (~) 0.413s 60 1.09x
💻 Local Nitro 0.603s (~) 1.005s (~) 0.403s 60 1.11x
🐘 Postgres Express 0.609s (+1.5%) 1.023s (~) 0.414s 59 1.12x
💻 Local Express 0.629s (+10.7% 🔺) 1.022s (+1.7%) 0.394s 59 1.16x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Nitro 2.491s (-3.4%) 4.190s (+2.9%) 1.699s 15 1.00x
▲ Vercel Express 2.507s (-3.4%) 4.092s (+8.1% 🔺) 1.585s 15 1.01x
▲ Vercel Next.js (Turbopack) 3.431s (+0.8%) 5.295s (+1.8%) 1.864s 12 1.38x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
🐘 Postgres 🥇 Nitro 1.319s (-2.6%) 2.029s (+1.1%) 0.710s 45 1.00x
🐘 Postgres Express 1.356s (-4.3%) 2.007s (-2.2%) 0.651s 45 1.03x
💻 Local Next.js (Turbopack) 1.359s (-17.9% 🟢) 2.028s (~) 0.669s 45 1.03x
🐘 Postgres Next.js (Turbopack) 1.451s (+0.8%) 2.008s (-1.1%) 0.556s 45 1.10x
💻 Local Express 1.464s (-1.1%) 2.006s (-1.1%) 0.541s 45 1.11x
💻 Local Nitro 1.501s (-1.4%) 2.006s (~) 0.505s 45 1.14x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Nitro 5.835s (-2.9%) 7.717s (+2.0%) 1.882s 12 1.00x
▲ Vercel Express 5.872s (-5.2% 🟢) 7.965s (+4.9%) 2.092s 12 1.01x
▲ Vercel Next.js (Turbopack) 8.070s (-10.5% 🟢) 9.991s (-10.0% 🟢) 1.922s 10 1.38x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
🐘 Postgres 🥇 Nitro 2.504s (-7.4% 🟢) 3.033s (-1.7%) 0.529s 40 1.00x
🐘 Postgres Express 2.684s (+0.9%) 3.009s (-0.8%) 0.325s 40 1.07x
🐘 Postgres Next.js (Turbopack) 2.885s (+4.1%) 3.137s (+4.3%) 0.252s 39 1.15x
💻 Local Next.js (Turbopack) 3.101s (-13.6% 🟢) 3.538s (-13.2% 🟢) 0.437s 34 1.24x
💻 Local Express 3.219s (+1.7%) 3.977s (+2.5%) 0.758s 31 1.29x
💻 Local Nitro 3.341s (+2.9%) 4.009s (~) 0.668s 30 1.33x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Express 10.897s (-13.2% 🟢) 13.115s (-6.8% 🟢) 2.217s 10 1.00x
▲ Vercel Nitro 11.378s (-5.1% 🟢) 13.439s (+0.6%) 2.061s 9 1.04x
▲ Vercel Next.js (Turbopack) 16.783s (-4.1%) 18.702s (-5.7% 🟢) 1.920s 7 1.54x

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

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
🐘 Postgres 🥇 Next.js (Turbopack) 0.187s (-10.7% 🟢) 1.006s (-1.6%) 0.819s 60 1.00x
🐘 Postgres Express 0.212s (-0.8%) 1.006s (~) 0.794s 60 1.13x
🐘 Postgres Nitro 0.222s (~) 1.006s (~) 0.784s 60 1.19x
💻 Local Express 0.499s (+2.3%) 1.005s (~) 0.505s 60 2.67x
💻 Local Nitro 0.534s (+7.0% 🔺) 1.005s (~) 0.471s 60 2.85x
💻 Local Next.js (Turbopack) 0.549s (-15.9% 🟢) 1.023s (~) 0.473s 59 2.93x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Nitro 1.286s (+30.8% 🔺) 2.893s (+30.6% 🔺) 1.608s 21 1.00x
▲ Vercel Express 1.337s (+26.5% 🔺) 2.952s (+29.6% 🔺) 1.615s 21 1.04x
▲ Vercel Next.js (Turbopack) 2.303s (+15.4% 🔺) 3.876s (~) 1.573s 16 1.79x

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

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
🐘 Postgres 🥇 Nitro 0.338s (+0.9%) 1.006s (~) 0.668s 90 1.00x
🐘 Postgres Express 0.341s (+5.3% 🔺) 1.006s (~) 0.665s 90 1.01x
🐘 Postgres Next.js (Turbopack) 0.369s (+24.6% 🔺) 1.030s (+2.3%) 0.660s 88 1.09x
💻 Local Next.js (Turbopack) 2.215s (-16.9% 🟢) 2.946s (-2.1%) 0.731s 31 6.56x
💻 Local Nitro 2.458s (-3.5%) 3.009s (~) 0.552s 30 7.27x
💻 Local Express 2.538s (+2.6%) 3.010s (~) 0.472s 30 7.51x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Nitro 1.399s (+1.0%) 2.913s (+6.0% 🔺) 1.514s 31 1.00x
▲ Vercel Express 1.521s (+14.7% 🔺) 3.275s (+32.5% 🔺) 1.754s 28 1.09x
▲ Vercel Next.js (Turbopack) 2.898s (+13.4% 🔺) 4.747s (+11.8% 🔺) 1.849s 19 2.07x

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

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
🐘 Postgres 🥇 Next.js (Turbopack) 0.550s (+3.2%) 3.088s (+2.6%) 2.538s 39 1.00x
🐘 Postgres Nitro 0.568s (+12.3% 🔺) 1.078s (+4.5%) 0.510s 112 1.03x
🐘 Postgres Express 0.600s (+14.9% 🔺) 1.257s (+16.7% 🔺) 0.657s 96 1.09x
💻 Local Nitro 5.580s (+4.0%) 8.156s (-2.4%) 2.576s 15 10.14x
💻 Local Next.js (Turbopack) 5.693s (-5.8% 🟢) 8.086s (-9.7% 🟢) 2.393s 15 10.35x
💻 Local Express 5.758s (-1.0%) 8.882s (~) 3.125s 14 10.46x

▲ Production (Vercel)

World Framework Workflow Time Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Express 2.055s (+12.2% 🔺) 3.915s (+7.0% 🔺) 1.861s 31 1.00x
▲ Vercel Nitro 2.446s (+35.1% 🔺) 4.452s (+31.1% 🔺) 2.005s 27 1.19x
▲ Vercel Next.js (Turbopack) 4.115s (-0.6%) 5.969s (~) 1.854s 21 2.00x

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

Stream Benchmarks (includes TTFB metrics)
workflow with stream

💻 Local Development

World Framework Workflow Time TTFB Slurp Wall Time Overhead Samples vs Fastest
💻 Local 🥇 Next.js (Turbopack) 1.127s (-1.8%) 1.971s (~) 0.009s (-29.2% 🟢) 2.017s (~) 0.889s 10 1.00x
🐘 Postgres Express 1.158s (~) 1.998s (~) 0.001s (~) 2.011s (~) 0.853s 10 1.03x
💻 Local Nitro 1.162s (~) 2.004s (~) 0.012s (+3.3%) 2.019s (~) 0.857s 10 1.03x
🐘 Postgres Nitro 1.174s (+1.4%) 1.995s (~) 0.001s (+7.7% 🔺) 2.010s (~) 0.836s 10 1.04x
💻 Local Express 1.177s (+2.2%) 2.005s (~) 0.010s (-1.9%) 2.018s (~) 0.840s 10 1.04x
🐘 Postgres Next.js (Turbopack) 1.222s (+4.6%) 2.001s (~) 0.001s (~) 2.012s (~) 0.789s 10 1.08x

▲ Production (Vercel)

World Framework Workflow Time TTFB Slurp Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Express 1.880s (-13.5% 🟢) 3.405s (~) 1.531s (-18.2% 🟢) 5.472s (-4.2%) 3.591s 10 1.00x
▲ Vercel Nitro 1.948s (-8.0% 🟢) 3.386s (+6.4% 🔺) 1.315s (-29.0% 🟢) 5.195s (-5.2% 🟢) 3.247s 10 1.04x
▲ Vercel Next.js (Turbopack) 3.548s (+4.8%) 4.139s (-5.2% 🟢) 1.366s (+44.4% 🔺) 6.926s (+5.2% 🔺) 3.378s 10 1.89x

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

stream pipeline with 5 transform steps (1MB)

💻 Local Development

World Framework Workflow Time TTFB Slurp Wall Time Overhead Samples vs Fastest
💻 Local 🥇 Next.js (Turbopack) 1.553s (-3.6%) 1.974s (~) 0.013s (-5.4% 🟢) 2.027s (~) 0.474s 30 1.00x
🐘 Postgres Nitro 1.556s (-0.7%) 2.003s (~) 0.005s (+1.4%) 2.026s (~) 0.469s 30 1.00x
💻 Local Nitro 1.573s (~) 2.010s (~) 0.013s (+3.4%) 2.027s (~) 0.454s 30 1.01x
💻 Local Express 1.582s (~) 2.009s (~) 0.013s (+2.6%) 2.026s (~) 0.444s 30 1.02x
🐘 Postgres Express 1.596s (~) 2.005s (~) 0.005s (-1.9%) 2.027s (~) 0.431s 30 1.03x
🐘 Postgres Next.js (Turbopack) 1.658s (-1.9%) 2.010s (-1.6%) 0.005s (-1.9%) 2.026s (-1.6%) 0.368s 30 1.07x

▲ Production (Vercel)

World Framework Workflow Time TTFB Slurp Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Express 5.507s (+2.5%) 7.131s (+7.3% 🔺) 0.281s (+24.8% 🔺) 7.945s (+8.1% 🔺) 2.439s 8 1.00x
▲ Vercel Nitro 5.625s (+3.3%) 7.208s (+10.0% 🔺) 0.268s (+40.3% 🔺) 8.000s (+11.3% 🔺) 2.375s 8 1.02x
▲ Vercel Next.js (Turbopack) 10.292s (+13.3% 🔺) 11.780s (+11.8% 🔺) 0.278s (+1.3%) 12.909s (+9.8% 🔺) 2.616s 5 1.87x

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

10 parallel streams (1MB each)

💻 Local Development

World Framework Workflow Time TTFB Slurp Wall Time Overhead Samples vs Fastest
🐘 Postgres 🥇 Nitro 0.784s (+0.5%) 1.026s (-3.6%) 0.000s (-67.3% 🟢) 1.058s (-2.7%) 0.275s 57 1.00x
🐘 Postgres Express 0.842s (+7.5% 🔺) 1.104s (+5.2% 🔺) 0.000s (+Infinity% 🔺) 1.135s (+5.0%) 0.293s 54 1.07x
🐘 Postgres Next.js (Turbopack) 0.963s (-0.6%) 1.297s (-9.8% 🟢) 0.000s (-100.0% 🟢) 1.309s (-10.6% 🟢) 0.346s 47 1.23x
💻 Local Next.js (Turbopack) 1.191s (-11.0% 🟢) 1.916s (-3.1%) 0.000s (-14.0% 🟢) 1.950s (-3.3%) 0.759s 31 1.52x
💻 Local Express 1.273s (-7.8% 🟢) 1.888s (-3.2%) 0.000s (-15.2% 🟢) 1.891s (-3.2%) 0.617s 32 1.62x
💻 Local Nitro 1.396s (+1.4%) 1.949s (-1.6%) 0.000s (-9.1% 🟢) 1.952s (-1.6%) 0.556s 31 1.78x

▲ Production (Vercel)

World Framework Workflow Time TTFB Slurp Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Nitro 2.930s (-3.6%) 4.621s (+10.7% 🔺) 0.000s (NaN%) 5.128s (+11.2% 🔺) 2.198s 12 1.00x
▲ Vercel Express 3.095s (+7.0% 🔺) 4.510s (+10.9% 🔺) 0.000s (-100.0% 🟢) 5.004s (+12.5% 🔺) 1.909s 12 1.06x
▲ Vercel Next.js (Turbopack) 4.831s (-0.9%) 5.926s (+3.1%) 0.000s (~) 6.733s (-1.8%) 1.902s 9 1.65x

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

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

💻 Local Development

World Framework Workflow Time TTFB Slurp Wall Time Overhead Samples vs Fastest
🐘 Postgres 🥇 Nitro 1.531s (-16.8% 🟢) 2.099s (-11.8% 🟢) 0.000s (+Infinity% 🔺) 2.120s (-11.6% 🟢) 0.589s 29 1.00x
🐘 Postgres Express 1.747s (-1.6%) 2.341s (-2.3%) 0.000s (-51.9% 🟢) 2.376s (-1.4%) 0.629s 26 1.14x
🐘 Postgres Next.js (Turbopack) 2.633s (-4.2%) 3.212s (-3.7%) 0.000s (-100.0% 🟢) 3.221s (-3.7%) 0.588s 19 1.72x
💻 Local Next.js (Turbopack) 2.957s (-14.9% 🟢) 3.581s (-10.2% 🟢) 0.001s (+51.3% 🔺) 3.616s (-10.3% 🟢) 0.659s 17 1.93x
💻 Local Nitro 3.302s (+3.9%) 3.966s (+7.9% 🔺) 0.000s (+6.3% 🔺) 3.969s (+7.9% 🔺) 0.667s 16 2.16x
💻 Local Express 3.555s (+3.2%) 3.966s (-1.5%) 0.000s (+40.6% 🔺) 3.970s (-1.5%) 0.415s 16 2.32x

▲ Production (Vercel)

World Framework Workflow Time TTFB Slurp Wall Time Overhead Samples vs Fastest
▲ Vercel 🥇 Nitro 4.210s (+1.4%) 5.785s (+8.9% 🔺) 0.000s (-45.0% 🟢) 6.274s (+9.6% 🔺) 2.064s 10 1.00x
▲ Vercel Express 4.724s (+11.1% 🔺) 6.193s (+17.8% 🔺) 0.001s (+Infinity% 🔺) 6.721s (+19.1% 🔺) 1.998s 9 1.12x
▲ Vercel Next.js (Turbopack) 7.033s (-1.7%) 7.754s (-3.8%) 0.000s (-100.0% 🟢) 8.904s (-2.3%) 1.871s 7 1.67x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World 🥇 Fastest Framework Wins
💻 Local Next.js (Turbopack) 17/21
🐘 Postgres Nitro 12/21
▲ Vercel Nitro 14/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework 🥇 Fastest World Wins
Express 🐘 Postgres 15/21
Next.js (Turbopack) 🐘 Postgres 12/21
Nitro 🐘 Postgres 15/21
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)
  • 🌐 Platformatic: Community world (local development)

📋 View full workflow run

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github-actions Bot commented Jul 3, 2026

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🧪 E2E Test Results

All tests passed

Summary

Passed Failed Skipped Total
✅ ▲ Vercel Production 1442 0 230 1672
✅ 💻 Local Development 1605 0 219 1824
✅ 📦 Local Production 1605 0 219 1824
✅ 🐘 Local Postgres 1605 0 219 1824
✅ 🪟 Windows 152 0 0 152
✅ 📋 Other 887 0 177 1064
Total 7296 0 1064 8360

Details by Category

✅ ▲ Vercel Production
App Passed Failed Skipped
✅ astro 125 0 27
✅ example 125 0 27
✅ express 125 0 27
✅ fastify 125 0 27
✅ hono 125 0 27
✅ nextjs-turbopack 149 0 3
✅ nextjs-webpack 149 0 3
✅ nitro 125 0 27
✅ nuxt 125 0 27
✅ sveltekit 144 0 8
✅ vite 125 0 27
✅ 💻 Local Development
App Passed Failed Skipped
✅ astro-stable 127 0 25
✅ express-stable 127 0 25
✅ fastify-stable 127 0 25
✅ hono-stable 127 0 25
✅ nextjs-turbopack-canary 133 0 19
✅ nextjs-turbopack-stable 152 0 0
✅ nextjs-webpack-canary 133 0 19
✅ nextjs-webpack-stable 152 0 0
✅ nitro-stable 127 0 25
✅ nuxt-stable 127 0 25
✅ sveltekit-stable 146 0 6
✅ vite-stable 127 0 25
✅ 📦 Local Production
App Passed Failed Skipped
✅ astro-stable 127 0 25
✅ express-stable 127 0 25
✅ fastify-stable 127 0 25
✅ hono-stable 127 0 25
✅ nextjs-turbopack-canary 133 0 19
✅ nextjs-turbopack-stable 152 0 0
✅ nextjs-webpack-canary 133 0 19
✅ nextjs-webpack-stable 152 0 0
✅ nitro-stable 127 0 25
✅ nuxt-stable 127 0 25
✅ sveltekit-stable 146 0 6
✅ vite-stable 127 0 25
✅ 🐘 Local Postgres
App Passed Failed Skipped
✅ astro-stable 127 0 25
✅ express-stable 127 0 25
✅ fastify-stable 127 0 25
✅ hono-stable 127 0 25
✅ nextjs-turbopack-canary 133 0 19
✅ nextjs-turbopack-stable 152 0 0
✅ nextjs-webpack-canary 133 0 19
✅ nextjs-webpack-stable 152 0 0
✅ nitro-stable 127 0 25
✅ nuxt-stable 127 0 25
✅ sveltekit-stable 146 0 6
✅ vite-stable 127 0 25
✅ 🪟 Windows
App Passed Failed Skipped
✅ nextjs-turbopack 152 0 0
✅ 📋 Other
App Passed Failed Skipped
✅ e2e-local-dev-nest-stable 127 0 25
✅ e2e-local-dev-tanstack-start- 127 0 25
✅ e2e-local-postgres-nest-stable 127 0 25
✅ e2e-local-postgres-tanstack-start- 127 0 25
✅ e2e-local-prod-nest-stable 127 0 25
✅ e2e-local-prod-tanstack-start- 127 0 25
✅ e2e-vercel-prod-tanstack-start 125 0 27

📋 View full workflow run

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Review the following changes in direct dependencies. Learn more about Socket for GitHub.

Diff Package Supply Chain
Security
Vulnerability Quality Maintenance License
Addednpm/​@​vercel/​nft@​0.30.47510010093100

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Prisma engine binary not bundled with workflow steps on Vercel

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