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no-op to test benchmark variance - #3101

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@vercel

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The latest updates on your projects. Learn more about Vercel for GitHub.

Project Deployment Actions Updated (UTC)
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⚠️ No Changeset found

Latest commit: a4339dc

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🧪 E2E Test Results

Some tests failed

❌ Failed E2E Tests

▲ Vercel Production (1 failed)

express (1 failed):

  • outputStreamWorkflow negative startIndex (reads from end)

E2E Test Summary

Summary
Passed Failed Skipped Total
❌ ▲ Vercel Production 1454 1 239 1694
✅ 💻 Local Development 1621 0 227 1848
✅ 📦 Local Production 1621 0 227 1848
✅ 🐘 Local Postgres 1621 0 227 1848
✅ 🪟 Windows 154 0 0 154
✅ 📋 Other 1020 0 212 1232
✅ vercel-multi-region 27 0 0 27
Total 7518 1 1132 8651
Details by Category

❌ ▲ Vercel Production

App Passed Failed Skipped
✅ astro 126 0 28
✅ example 126 0 28
❌ express 125 1 28
✅ fastify 126 0 28
✅ hono 126 0 28
✅ nextjs-turbopack 151 0 3
✅ nextjs-webpack 151 0 3
✅ nitro 126 0 28
✅ nuxt 126 0 28
✅ sveltekit 145 0 9
✅ vite 126 0 28

✅ 💻 Local Development

App Passed Failed Skipped
✅ astro-stable 128 0 26
✅ express-stable 128 0 26
✅ fastify-stable 128 0 26
✅ hono-stable 128 0 26
✅ nextjs-turbopack-canary 135 0 19
✅ nextjs-turbopack-stable 154 0 0
✅ nextjs-webpack-canary 135 0 19
✅ nextjs-webpack-stable 154 0 0
✅ nitro-stable 128 0 26
✅ nuxt-stable 128 0 26
✅ sveltekit-stable 147 0 7
✅ vite-stable 128 0 26

✅ 📦 Local Production

App Passed Failed Skipped
✅ astro-stable 128 0 26
✅ express-stable 128 0 26
✅ fastify-stable 128 0 26
✅ hono-stable 128 0 26
✅ nextjs-turbopack-canary 135 0 19
✅ nextjs-turbopack-stable 154 0 0
✅ nextjs-webpack-canary 135 0 19
✅ nextjs-webpack-stable 154 0 0
✅ nitro-stable 128 0 26
✅ nuxt-stable 128 0 26
✅ sveltekit-stable 147 0 7
✅ vite-stable 128 0 26

✅ 🐘 Local Postgres

App Passed Failed Skipped
✅ astro-stable 128 0 26
✅ express-stable 128 0 26
✅ fastify-stable 128 0 26
✅ hono-stable 128 0 26
✅ nextjs-turbopack-canary 135 0 19
✅ nextjs-turbopack-stable 154 0 0
✅ nextjs-webpack-canary 135 0 19
✅ nextjs-webpack-stable 154 0 0
✅ nitro-stable 128 0 26
✅ nuxt-stable 128 0 26
✅ sveltekit-stable 147 0 7
✅ vite-stable 128 0 26

✅ 🪟 Windows

App Passed Failed Skipped
✅ nextjs-turbopack 154 0 0

✅ 📋 Other

App Passed Failed Skipped
✅ e2e-local-dev-nest-stable 128 0 26
✅ e2e-local-dev-tanstack-start- 128 0 26
✅ e2e-local-postgres-nest-stable 128 0 26
✅ e2e-local-postgres-tanstack-start- 128 0 26
✅ e2e-local-prod-nest-stable 128 0 26
✅ e2e-local-prod-tanstack-start- 128 0 26
✅ e2e-vercel-prod-nest 126 0 28
✅ e2e-vercel-prod-tanstack-start 126 0 28

✅ vercel-multi-region

App Passed Failed Skipped
✅ nextjs-turbopack 27 0 0

📋 View full workflow run

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📊 Workflow Benchmarks

commit a4339dc · Fri, 24 Jul 2026 22:12:45 GMT · run logs

Backend: vercel · app: nextjs-turbopack

Metric Scenario Best (ms) P75 (ms) P90 (ms) P99 (ms) Samples
TTFS step 1061 (+37%) 🔻 1387 🔴 (+27%) 🔻 1400 🔴 (+25%) 🔻 1522 🔴 (-2.7%) 30
TTFS stream 1260 (+524%) 🔻 1383 🔴 (+32%) 🔻 1406 🔴 (+31%) 🔻 1443 🔴 (+29%) 🔻 30
TTFS hook + stream 635 (-48%) 💚 1599 🔴 (+20%) 🔻 1679 🔴 (+12%) 1979 🔴 (+1.3%) 30
STSO 1020 steps (1-20) 161 (-2.4%) 271 🔴 (+2.7%) 383 🔴 (-3.0%) 415 🔴 (-17%) 💚 19
STSO 1020 steps (101-120) 186 (+13%) 244 🔴 (-2.4%) 367 🔴 (+4.3%) 369 🔴 (+4.5%) 19
STSO 1020 steps (1001-1020) 483 (+1.0%) 574 🔴 (+6.3%) 648 🔴 (+13%) 700 🔴 (+21%) 🔻 19
WO 1020 steps 380712 (-0.9%) 380712 (-0.9%) 380712 (-0.9%) 380712 (-0.9%) 1
SL stream latency 87 (+16%) 🔻 160 🔴 (+31%) 🔻 176 🔴 (+39%) 🔻 796 🔴 (-1.6%) 30
SO stream overhead (text) 108 (+17%) 🔻 187 (+22%) 🔻 251 (+43%) 🔻 297 (-17%) 💚 30
SO stream overhead (structured) 95 (-7.8%) 146 (-7.0%) 182 (+1.1%) 338 (+50%) 🔻 30
ℹ️ Metric definitions & methodology

Best/P75/P90/P99 deltas compare against the most recent benchmark run on main at the time of this run. 🔻 flags a delta worse than +15%, 💚 one better than −15%.

Metrics — TTFS: time to first step body (in-deployment start() → first step body, deployment clocks) · STSO: step-to-step overhead (gap between consecutive step bodies) · WO: workflow overhead (whole-run time outside step bodies, in-deployment anchored) · SL: stream latency (in-deployment write → read propagation, readAt - writtenAt) · SO: stream overhead (end-to-end write+consume time beyond the modelled generation window)

Scenarios — step: one trivial no-op step, no stream; no hooks, so the run stays in turbo mode (in-process fast path) · stream: one streaming step; no hooks, so the run stays in turbo mode (in-process fast path) · hook + stream: registers a hook before one step, which exits turbo mode (dispatch path) · 1020 steps: 1020 trivial sequential steps; STSO is measured between consecutive steps in the given step ranges, and WO is the whole-run overhead outside step bodies · stream latency: parallel reader/writer steps on a dedicated stream; SL is the in-deployment write->read propagation (readAt - writtenAt) · stream overhead (text): writer streams 300 variable-length text token deltas paced at 100/s for 3s (a haiku-size LLM's token throughput) while a parallel reader drains the whole stream; SO is the end-to-end write+consume time beyond the 3s generation window (overhead/backpressure) · stream overhead (structured): same workload as stream overhead (text), but each delta is an AI-SDK-style structured object ({ type: 'text-delta', id, text }) instead of a raw string, so the SO gap vs the text scenario is the added serialization cost

🔴 marks a percentile over its target (within target is left unmarked). Targets (p75/p90/p99, ms) — TTFS 200/300/600 · SL 50/60/125 · SO 250/500/1000 · STSO (1-20) 20/30/60 · STSO (101-120) 30/45/90 · STSO (1001-1020) 40/60/120

All metrics are measured from deployment-side timestamps only. Runs are triggered by an in-deployment route that stamps the anchor (clientStart) right before start(), so the CI runner’s request and its path through api.vercel.com sit outside every measured window. TTFS = in-deployment start() → first step body (turbo uses the in-process fast path, non-turbo the dispatch path), and includes the VQS dispatch hop plus any /flow cold start. STSO/WO are measured between step bodies on the deployment. SL is measured inside the workflow (parallel reader/writer steps), so it no longer includes the api.vercel.com read path.

Cold starts are kept in the numbers on purpose — they are part of real bursty-workload latency. The workbench deployment cold-starts the /flow invocation for a large fraction of runs, inflating P75+; the Best column shows the fastest (warm-start) sample for comparison.

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