Refactor Postgres queue execution by NathanColosimo · Pull Request #2660 · vercel/workflow

NathanColosimo · 2026-06-26T07:53:22Z

Summary:

Run world-postgres Graphile jobs through registered in-process handlers.
Preserve explicit WORKFLOW_LOCAL_BASE_URL remote fallback and avoid startup/replacement enqueue races.
Add regression tests for bootstrap, remote fallback, step-first registration, reschedules, and self-start.

Tests: focused core/world-postgres typechecks and vitest suites, Biome, diff check, package builds, changeset status.

Closes #2658
Refs #2656 #1334 #1417

changeset-bot · 2026-06-26T07:53:26Z

🦋 Changeset detected

Latest commit: 278c008

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

This PR includes changesets to release 17 packages

Name	Type
workflow	Patch
@workflow/core	Patch
@workflow/world-testing	Patch
@workflow/world-postgres	Patch
@workflow/builders	Patch
@workflow/cli	Patch
@workflow/next	Patch
@workflow/nitro	Patch
@workflow/vitest	Patch
@workflow/web-shared	Patch
@workflow/web	Patch
@workflow/astro	Patch
@workflow/nest	Patch
@workflow/rollup	Patch
@workflow/sveltekit	Patch
@workflow/vite	Patch
@workflow/nuxt	Patch

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

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

vercel · 2026-06-26T07:53:29Z

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

Project	Deployment	Actions	Updated (UTC)
example-nextjs-workflow-turbopack	Ready	Preview, Comment	Jun 30, 2026 12:07am
example-nextjs-workflow-webpack	Ready	Preview, Comment	Jun 30, 2026 12:07am
example-workflow	Ready	Preview, Comment	Jun 30, 2026 12:07am
workbench-astro-workflow	Ready	Preview, Comment	Jun 30, 2026 12:07am
workbench-express-workflow	Ready	Preview, Comment	Jun 30, 2026 12:07am
workbench-fastify-workflow	Building	Preview, Comment	Jun 30, 2026 12:07am
workbench-hono-workflow	Ready	Preview, Comment	Jun 30, 2026 12:07am
workbench-nitro-workflow	Ready	Preview, Comment	Jun 30, 2026 12:07am
workbench-nuxt-workflow	Ready	Preview, Comment	Jun 30, 2026 12:07am
workbench-sveltekit-workflow	Ready	Preview, Comment	Jun 30, 2026 12:07am
workbench-tanstack-start-workflow	Ready	Preview, Comment	Jun 30, 2026 12:07am
workbench-vite-workflow	Ready	Preview, Comment	Jun 30, 2026 12:07am
workflow-docs	Ready	Preview, Comment, Open in v0	Jun 30, 2026 12:07am
workflow-swc-playground	Ready	Preview, Comment	Jun 30, 2026 12:07am
workflow-tarballs	Ready	Preview, Comment	Jun 30, 2026 12:07am
workflow-web	Ready	Preview, Comment	Jun 30, 2026 12:07am

github-actions · 2026-06-26T07:53:39Z

📊 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	🥇 Express	0.045s (-6.6% 🟢)	1.006s (~)	0.961s	10	1.00x
💻 Local	Next.js (Turbopack)	0.048s (-14.5% 🟢)	1.006s (~)	0.958s	10	1.06x
💻 Local	Nitro	0.049s (+10.2% 🔺)	1.006s (~)	0.958s	10	1.07x
🐘 Postgres	Express	0.059s (-7.7% 🟢)	1.012s (~)	0.953s	10	1.30x
🐘 Postgres	Nitro	0.061s (-7.9% 🟢)	1.012s (~)	0.951s	10	1.34x
🐘 Postgres	Next.js (Turbopack)	0.069s (+12.6% 🔺)	1.013s (~)	0.944s	10	1.52x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Nitro	0.154s (-26.9% 🟢)	1.772s (-12.3% 🟢)	1.618s	10	1.00x
▲ Vercel	Express	0.248s (-4.4%)	1.724s (-17.9% 🟢)	1.476s	10	1.61x
▲ Vercel	Next.js (Turbopack)	0.261s (+6.4% 🔺)	1.846s (-22.2% 🟢)	1.585s	10	1.70x

🔍 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)	1.082s (-1.0%)	2.007s (~)	0.924s	10	1.00x
💻 Local	Express	1.083s (~)	2.007s (~)	0.924s	10	1.00x
🐘 Postgres	Express	1.089s (~)	2.011s (~)	0.922s	10	1.01x
💻 Local	Nitro	1.090s (+0.9%)	2.007s (~)	0.917s	10	1.01x
🐘 Postgres	Next.js (Turbopack)	1.097s (~)	2.008s (~)	0.912s	10	1.01x
🐘 Postgres	Nitro	1.097s (~)	2.010s (~)	0.913s	10	1.01x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Nitro	1.369s (-1.1%)	2.802s (-2.4%)	1.433s	10	1.00x
▲ Vercel	Express	1.475s (+5.4% 🔺)	3.237s (+5.3% 🔺)	1.762s	10	1.08x
▲ Vercel	Next.js (Turbopack)	2.077s (-11.8% 🟢)	3.793s (+3.0%)	1.715s	10	1.52x

🔍 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	10.436s (~)	11.023s (~)	0.587s	3	1.00x
💻 Local	Nitro	10.452s (~)	11.022s (~)	0.570s	3	1.00x
🐘 Postgres	Express	10.469s (~)	11.013s (~)	0.544s	3	1.00x
🐘 Postgres	Nitro	10.470s (~)	11.014s (~)	0.544s	3	1.00x
💻 Local	Next.js (Turbopack)	10.481s (~)	11.022s (~)	0.541s	3	1.00x
🐘 Postgres	Next.js (Turbopack)	10.546s (~)	11.018s (~)	0.472s	3	1.01x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Nitro	12.367s (+5.5% 🔺)	14.856s (+8.6% 🔺)	2.488s	3	1.00x
▲ Vercel	Express	12.682s (+8.6% 🔺)	14.852s (+12.0% 🔺)	2.171s	3	1.03x
▲ Vercel	Next.js (Turbopack)	13.390s (+1.8%)	15.461s (+3.9%)	2.071s	2	1.08x

🔍 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)	13.553s (-1.3%)	14.028s (~)	0.475s	5	1.00x
💻 Local	Express	13.608s (~)	14.027s (~)	0.420s	5	1.00x
💻 Local	Nitro	13.627s (~)	14.028s (~)	0.401s	5	1.01x
🐘 Postgres	Express	13.663s (~)	14.023s (~)	0.359s	5	1.01x
🐘 Postgres	Next.js (Turbopack)	13.665s (~)	14.023s (~)	0.358s	5	1.01x
🐘 Postgres	Nitro	13.765s (+1.4%)	14.021s (~)	0.256s	5	1.02x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	17.997s (+9.5% 🔺)	19.823s (+9.8% 🔺)	1.826s	4	1.00x
▲ Vercel	Nitro	18.298s (+12.5% 🔺)	20.296s (+8.9% 🔺)	1.998s	3	1.02x
▲ Vercel	Next.js (Turbopack)	19.612s (+4.7%)	21.894s (+6.6% 🔺)	2.282s	3	1.09x

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

workflow with 50 sequential steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
💻 Local	🥇 Express	12.079s (-0.8%)	13.026s (~)	0.947s	7	1.00x
💻 Local	Next.js (Turbopack)	12.128s (-2.4%)	13.025s (~)	0.897s	7	1.00x
🐘 Postgres	Express	12.199s (~)	13.017s (~)	0.818s	7	1.01x
🐘 Postgres	Nitro	12.220s (~)	13.021s (~)	0.802s	7	1.01x
💻 Local	Nitro	12.263s (~)	13.025s (~)	0.763s	7	1.02x
🐘 Postgres	Next.js (Turbopack)	12.502s (-0.8%)	13.019s (-1.1%)	0.517s	7	1.04x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Nitro	23.029s (+28.6% 🔺)	25.017s (+26.7% 🔺)	1.987s	4	1.00x
▲ Vercel	Express	24.416s (+38.1% 🔺)	26.246s (+36.9% 🔺)	1.829s	4	1.06x
▲ Vercel	Next.js (Turbopack)	25.957s (+27.2% 🔺)	27.747s (+23.0% 🔺)	1.790s	4	1.13x

🔍 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	1.172s (-0.9%)	2.008s (~)	0.836s	15	1.00x
🐘 Postgres	Nitro	1.173s (-2.9%)	2.007s (~)	0.835s	15	1.00x
🐘 Postgres	Next.js (Turbopack)	1.185s (-1.2%)	2.008s (~)	0.823s	15	1.01x
💻 Local	Express	1.383s (-3.3%)	2.007s (~)	0.623s	15	1.18x
💻 Local	Next.js (Turbopack)	1.387s (-8.8% 🟢)	2.006s (~)	0.619s	15	1.18x
💻 Local	Nitro	1.431s (+3.8%)	2.006s (~)	0.576s	15	1.22x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	2.965s (+34.7% 🔺)	4.782s (+36.7% 🔺)	1.818s	7	1.00x
▲ Vercel	Nitro	3.067s (+34.5% 🔺)	5.127s (+33.2% 🔺)	2.061s	6	1.03x
▲ Vercel	Next.js (Turbopack)	4.138s (+29.7% 🔺)	5.797s (+18.3% 🔺)	1.660s	6	1.40x

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

Promise.all with 25 concurrent steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Next.js (Turbopack)	1.291s (-2.1%)	2.918s (~)	1.627s	11	1.00x
🐘 Postgres	Express	1.305s (-4.3%)	3.009s (+29.9% 🔺)	1.704s	10	1.01x
🐘 Postgres	Nitro	1.323s (~)	2.919s (+22.0% 🔺)	1.596s	11	1.02x
💻 Local	Nitro	2.426s (-2.5%)	3.209s (+10.0% 🔺)	0.783s	10	1.88x
💻 Local	Next.js (Turbopack)	2.472s (-3.8%)	3.009s (-3.2%)	0.537s	10	1.91x
💻 Local	Express	2.487s (-9.2% 🟢)	2.827s (-11.9% 🟢)	0.340s	11	1.93x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	3.232s (+32.0% 🔺)	5.298s (+48.5% 🔺)	2.066s	6	1.00x
▲ Vercel	Nitro	3.265s (+29.7% 🔺)	5.588s (+46.1% 🔺)	2.323s	6	1.01x
▲ Vercel	Next.js (Turbopack)	4.957s (+38.5% 🔺)	6.739s (+26.9% 🔺)	1.782s	5	1.53x

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

Promise.all with 50 concurrent steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Nitro	2.583s (+61.1% 🔺)	5.178s (+25.1% 🔺)	2.595s	6	1.00x
🐘 Postgres	Express	2.667s (+66.3% 🔺)	5.014s (+21.2% 🔺)	2.346s	7	1.03x
🐘 Postgres	Next.js (Turbopack)	2.759s (-6.8% 🟢)	5.683s (-5.5% 🟢)	2.925s	6	1.07x
💻 Local	Express	5.341s (-24.8% 🟢)	6.018s (-21.0% 🟢)	0.677s	5	2.07x
💻 Local	Nitro	6.241s (+8.8% 🔺)	6.815s (+3.0%)	0.574s	5	2.42x
💻 Local	Next.js (Turbopack)	6.643s (-2.2%)	7.768s (+3.3%)	1.125s	4	2.57x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Nitro	3.544s (+31.5% 🔺)	5.725s (+26.6% 🔺)	2.181s	6	1.00x
▲ Vercel	Express	3.812s (+42.2% 🔺)	5.589s (+23.7% 🔺)	1.777s	6	1.08x
▲ Vercel	Next.js (Turbopack)	5.726s (+41.1% 🔺)	7.769s (+30.2% 🔺)	2.043s	4	1.62x

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

Promise.race with 10 concurrent steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Next.js (Turbopack)	1.176s (-2.4%)	2.009s (~)	0.833s	15	1.00x
🐘 Postgres	Nitro	1.179s (-1.2%)	2.008s (~)	0.828s	15	1.00x
🐘 Postgres	Express	1.190s (~)	2.007s (~)	0.817s	15	1.01x
💻 Local	Next.js (Turbopack)	1.400s (-5.6% 🟢)	2.006s (~)	0.606s	15	1.19x
💻 Local	Express	1.417s (-1.4%)	2.007s (~)	0.590s	15	1.21x
💻 Local	Nitro	1.429s (+5.9% 🔺)	2.007s (~)	0.578s	15	1.22x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Nitro	2.560s (+30.4% 🔺)	4.409s (+17.8% 🔺)	1.849s	7	1.00x
▲ Vercel	Express	2.831s (+36.0% 🔺)	4.520s (+35.6% 🔺)	1.689s	7	1.11x
▲ Vercel	Next.js (Turbopack)	4.486s (+45.8% 🔺)	6.433s (+35.0% 🔺)	1.947s	5	1.75x

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

Promise.race with 25 concurrent steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Express	1.281s (-2.9%)	2.918s (+21.9% 🔺)	1.636s	11	1.00x
🐘 Postgres	Nitro	1.306s (~)	2.919s (+16.4% 🔺)	1.613s	11	1.02x
🐘 Postgres	Next.js (Turbopack)	1.307s (-0.6%)	3.011s (~)	1.705s	10	1.02x
💻 Local	Nitro	2.543s (+2.8%)	3.310s (+10.0% 🔺)	0.768s	10	1.98x
💻 Local	Next.js (Turbopack)	2.652s (-1.4%)	3.109s (-7.0% 🟢)	0.457s	10	2.07x
💻 Local	Express	2.684s (+5.9% 🔺)	3.454s (+7.6% 🔺)	0.770s	9	2.09x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	3.039s (+26.4% 🔺)	4.683s (+28.3% 🔺)	1.645s	7	1.00x
▲ Vercel	Nitro	3.358s (+26.1% 🔺)	5.218s (+25.2% 🔺)	1.861s	6	1.11x
▲ Vercel	Next.js (Turbopack)	4.569s (+36.1% 🔺)	6.453s (+28.5% 🔺)	1.884s	5	1.50x

🔍 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	🥇 Express	2.547s (+56.4% 🔺)	5.347s (+29.3% 🔺)	2.800s	6	1.00x
🐘 Postgres	Nitro	2.824s (+75.8% 🔺)	5.512s (+33.3% 🔺)	2.689s	6	1.11x
🐘 Postgres	Next.js (Turbopack)	3.121s (+21.6% 🔺)	6.013s (~)	2.892s	5	1.23x
💻 Local	Next.js (Turbopack)	5.679s (-21.1% 🟢)	6.217s (-20.0% 🟢)	0.538s	5	2.23x
💻 Local	Express	6.451s (-7.3% 🟢)	7.215s (-7.2% 🟢)	0.763s	5	2.53x
💻 Local	Nitro	7.236s (+19.0% 🔺)	7.769s (+14.0% 🔺)	0.533s	4	2.84x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	3.470s (+14.4% 🔺)	5.244s (+12.1% 🔺)	1.774s	6	1.00x
▲ Vercel	Nitro	3.494s (+16.4% 🔺)	5.400s (+9.7% 🔺)	1.906s	6	1.01x
▲ Vercel	Next.js (Turbopack)	5.667s (+27.2% 🔺)	7.428s (+20.9% 🔺)	1.762s	5	1.63x

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

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Next.js (Turbopack)	0.534s (-3.2%)	1.006s (~)	0.473s	60	1.00x
🐘 Postgres	Express	0.567s (+3.5%)	1.041s (+1.7%)	0.473s	58	1.06x
💻 Local	Next.js (Turbopack)	0.574s (-7.9% 🟢)	1.005s (~)	0.431s	60	1.08x
💻 Local	Express	0.597s (+1.0%)	1.005s (~)	0.408s	60	1.12x
🐘 Postgres	Nitro	0.598s (+10.8% 🔺)	1.041s (+1.7%)	0.443s	58	1.12x
💻 Local	Nitro	0.606s (+2.8%)	1.005s (-1.6%)	0.399s	60	1.14x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	3.916s (+55.9% 🔺)	5.790s (+44.3% 🔺)	1.875s	11	1.00x
▲ Vercel	Nitro	4.165s (+56.4% 🔺)	6.138s (+43.4% 🔺)	1.972s	10	1.06x
▲ Vercel	Next.js (Turbopack)	5.040s (+29.2% 🔺)	6.885s (+22.8% 🔺)	1.845s	9	1.29x

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

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Express	1.260s (-2.7%)	2.008s (~)	0.748s	45	1.00x
🐘 Postgres	Nitro	1.332s (+3.6%)	2.030s (+1.1%)	0.698s	45	1.06x
🐘 Postgres	Next.js (Turbopack)	1.349s (+3.2%)	2.030s (+1.1%)	0.680s	45	1.07x
💻 Local	Next.js (Turbopack)	1.440s (-6.4% 🟢)	2.006s (~)	0.566s	45	1.14x
💻 Local	Express	1.519s (+3.2%)	2.007s (~)	0.488s	45	1.21x
💻 Local	Nitro	1.552s (+9.0% 🔺)	2.007s (~)	0.455s	45	1.23x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	9.841s (+64.9% 🔺)	11.798s (+62.6% 🔺)	1.957s	8	1.00x
▲ Vercel	Nitro	10.505s (+74.4% 🔺)	12.699s (+65.9% 🔺)	2.194s	8	1.07x
▲ Vercel	Next.js (Turbopack)	12.846s (+55.4% 🔺)	14.774s (+51.4% 🔺)	1.927s	7	1.31x

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

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Express	2.606s (+1.2%)	3.085s (~)	0.480s	39	1.00x
🐘 Postgres	Next.js (Turbopack)	2.616s (-3.3%)	3.009s (-2.5%)	0.392s	40	1.00x
🐘 Postgres	Nitro	2.650s (+4.4%)	3.086s (+0.9%)	0.436s	39	1.02x
💻 Local	Next.js (Turbopack)	3.150s (-7.5% 🟢)	3.912s (-3.2%)	0.762s	31	1.21x
💻 Local	Express	3.271s (+1.8%)	3.913s (-2.4%)	0.642s	31	1.26x
💻 Local	Nitro	3.423s (+7.9% 🔺)	4.010s (+5.8% 🔺)	0.588s	30	1.31x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	19.191s (+64.4% 🔺)	21.199s (+60.4% 🔺)	2.008s	6	1.00x
▲ Vercel	Nitro	19.538s (+62.1% 🔺)	21.920s (+59.5% 🔺)	2.381s	6	1.02x
▲ Vercel	Next.js (Turbopack)	23.221s (+42.1% 🔺)	25.200s (+37.9% 🔺)	1.979s	5	1.21x

🔍 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	🥇 Express	0.152s (-29.2% 🟢)	1.006s (~)	0.855s	60	1.00x
🐘 Postgres	Nitro	0.152s (-29.0% 🟢)	1.007s (~)	0.854s	60	1.00x
🐘 Postgres	Next.js (Turbopack)	0.157s (-10.8% 🟢)	1.006s (~)	0.849s	60	1.03x
💻 Local	Express	0.459s (+4.7%)	1.005s (~)	0.546s	60	3.02x
💻 Local	Nitro	0.516s (+16.1% 🔺)	1.022s (+1.8%)	0.506s	59	3.40x
💻 Local	Next.js (Turbopack)	0.592s (-9.7% 🟢)	1.021s (~)	0.429s	60	3.90x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	1.364s (+33.0% 🔺)	3.061s (+30.5% 🔺)	1.697s	20	1.00x
▲ Vercel	Nitro	1.513s (+45.8% 🔺)	3.420s (+30.3% 🔺)	1.907s	18	1.11x
▲ Vercel	Next.js (Turbopack)	2.796s (+33.9% 🔺)	4.496s (+19.0% 🔺)	1.700s	15	2.05x

🔍 Observability: Express | Nitro | 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	0.241s (-25.5% 🟢)	1.006s (~)	0.765s	90	1.00x
🐘 Postgres	Express	0.249s (-25.5% 🟢)	1.006s (~)	0.757s	90	1.03x
🐘 Postgres	Next.js (Turbopack)	0.275s (-2.3%)	1.006s (-1.2%)	0.731s	90	1.14x
💻 Local	Express	2.141s (+1.7%)	2.797s (+2.2%)	0.656s	33	8.90x
💻 Local	Nitro	2.323s (+6.2% 🔺)	3.114s (+11.4% 🔺)	0.791s	29	9.66x
💻 Local	Next.js (Turbopack)	2.606s (-7.2% 🟢)	3.075s (-13.3% 🟢)	0.469s	30	10.83x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Nitro	2.014s (+51.4% 🔺)	3.828s (+36.4% 🔺)	1.814s	24	1.00x
▲ Vercel	Express	2.337s (+77.1% 🔺)	4.229s (+65.2% 🔺)	1.891s	22	1.16x
▲ Vercel	Next.js (Turbopack)	3.579s (+36.6% 🔺)	5.337s (+32.0% 🔺)	1.759s	17	1.78x

🔍 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	🥇 Nitro	0.436s (-16.2% 🟢)	2.891s (+180.2% 🔺)	2.455s	42	1.00x
🐘 Postgres	Express	0.453s (-14.7% 🟢)	3.035s (+189.1% 🔺)	2.582s	40	1.04x
🐘 Postgres	Next.js (Turbopack)	0.501s (-5.0% 🟢)	2.985s (-4.1%)	2.484s	41	1.15x
💻 Local	Express	9.707s (-3.5%)	10.782s (-3.8%)	1.074s	12	22.27x
💻 Local	Next.js (Turbopack)	9.874s (-3.0%)	10.779s (-3.8%)	0.905s	12	22.66x
💻 Local	Nitro	9.890s (+2.5%)	11.032s (+2.3%)	1.141s	11	22.69x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Nitro	2.555s (+25.9% 🔺)	4.355s (+10.7% 🔺)	1.800s	28	1.00x
▲ Vercel	Express	2.602s (+47.8% 🔺)	4.329s (+25.9% 🔺)	1.727s	28	1.02x
▲ Vercel	Next.js (Turbopack)	4.656s (+17.9% 🔺)	6.470s (+15.5% 🔺)	1.815s	19	1.82x

🔍 Observability: Nitro | Express | 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)	1.136s (-2.6%)	1.967s (~)	0.010s (-18.1% 🟢)	2.018s (~)	0.882s	10	1.00x
🐘 Postgres	Express	1.153s (-0.9%)	2.003s (~)	0.002s (+7.1% 🔺)	2.011s (~)	0.859s	10	1.01x
🐘 Postgres	Nitro	1.155s (-1.3%)	2.005s (~)	0.001s (+16.7% 🔺)	2.013s (~)	0.858s	10	1.02x
💻 Local	Express	1.158s (~)	2.004s (~)	0.010s (-16.1% 🟢)	2.018s (~)	0.859s	10	1.02x
💻 Local	Nitro	1.161s (~)	2.005s (~)	0.013s (+21.0% 🔺)	2.021s (~)	0.860s	10	1.02x
🐘 Postgres	Next.js (Turbopack)	1.163s (~)	2.001s (~)	0.001s (-7.7% 🟢)	2.011s (~)	0.848s	10	1.02x

▲ Production (Vercel)

World	Framework	Workflow Time	TTFB	Slurp	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	2.243s (+12.4% 🔺)	3.608s (+22.4% 🔺)	2.702s (+30.5% 🔺)	6.777s (+23.0% 🔺)	4.533s	10	1.00x
▲ Vercel	Nitro	2.318s (+14.5% 🔺)	3.628s (+10.7% 🔺)	2.652s (+56.0% 🔺)	6.824s (+23.9% 🔺)	4.506s	10	1.03x
▲ Vercel	Next.js (Turbopack)	3.700s (+3.1%)	4.264s (+8.1% 🔺)	2.045s (+42.7% 🔺)	7.496s (+8.3% 🔺)	3.796s	10	1.65x

🔍 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)	1.561s (-5.6% 🟢)	1.973s (-1.4%)	0.011s (-11.8% 🟢)	2.026s (-1.6%)	0.465s	30	1.00x
🐘 Postgres	Nitro	1.568s (+1.7%)	2.014s (~)	0.005s (+2.0%)	2.027s (~)	0.460s	30	1.00x
💻 Local	Express	1.573s (+1.0%)	2.011s (~)	0.014s (+8.8% 🔺)	2.029s (~)	0.456s	30	1.01x
🐘 Postgres	Next.js (Turbopack)	1.578s (-4.5%)	2.010s (~)	0.005s (-11.9% 🟢)	2.026s (~)	0.448s	30	1.01x
💻 Local	Nitro	1.582s (+2.3%)	2.010s (~)	0.012s (-2.5%)	2.025s (~)	0.443s	30	1.01x
🐘 Postgres	Express	1.623s (+3.8%)	2.013s (~)	0.005s (+6.9% 🔺)	2.026s (~)	0.403s	30	1.04x

▲ Production (Vercel)

World	Framework	Workflow Time	TTFB	Slurp	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	5.694s (+2.3%)	6.896s (+0.7%)	0.192s (-11.3% 🟢)	7.614s (+1.7%)	1.921s	8	1.00x
▲ Vercel	Nitro	6.222s (+10.4% 🔺)	7.560s (+6.3% 🔺)	0.237s (+2.2%)	8.348s (+6.5% 🔺)	2.126s	8	1.09x
▲ Vercel	Next.js (Turbopack)	10.154s (+10.2% 🔺)	11.155s (+7.6% 🔺)	0.605s (+13.8% 🔺)	12.991s (+9.3% 🔺)	2.837s	5	1.78x

🔍 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	🥇 Express	0.882s (+14.9% 🔺)	1.252s (+19.7% 🔺)	0.000s (+18.8% 🔺)	1.257s (+18.6% 🔺)	0.375s	48	1.00x
🐘 Postgres	Nitro	0.894s (+16.3% 🔺)	1.334s (+27.4% 🔺)	0.000s (+397.8% 🔺)	1.341s (+24.7% 🔺)	0.447s	45	1.01x
🐘 Postgres	Next.js (Turbopack)	0.996s (-4.5%)	1.397s (-9.2% 🟢)	0.000s (+Infinity% 🔺)	1.411s (-8.7% 🟢)	0.415s	43	1.13x
💻 Local	Nitro	1.260s (-2.7%)	1.981s (-1.6%)	0.001s (+82.8% 🔺)	1.985s (-1.5%)	0.724s	31	1.43x
💻 Local	Express	1.292s (~)	1.949s (-3.2%)	0.000s (+190.3% 🔺)	1.952s (-3.2%)	0.660s	31	1.46x
💻 Local	Next.js (Turbopack)	1.368s (-3.0%)	1.982s (~)	0.000s (-57.7% 🟢)	2.016s (~)	0.648s	30	1.55x

▲ Production (Vercel)

World	Framework	Workflow Time	TTFB	Slurp	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	3.719s (+28.8% 🔺)	4.938s (+18.4% 🔺)	0.000s (-100.0% 🟢)	5.458s (+18.5% 🔺)	1.739s	11	1.00x
▲ Vercel	Nitro	3.737s (+25.6% 🔺)	5.173s (+18.6% 🔺)	0.000s (-40.9% 🟢)	5.735s (+17.8% 🔺)	1.998s	11	1.00x
▲ Vercel	Next.js (Turbopack)	5.735s (+27.9% 🔺)	6.539s (+20.1% 🔺)	0.000s (NaN%)	7.840s (+24.8% 🔺)	2.105s	8	1.54x

🔍 Observability: Express | Nitro | 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	🥇 Next.js (Turbopack)	2.228s (-23.2% 🟢)	2.774s (-18.1% 🟢)	0.000s (+63.6% 🔺)	2.783s (-18.3% 🟢)	0.555s	22	1.00x
🐘 Postgres	Nitro	2.285s (+30.2% 🔺)	2.909s (+27.0% 🔺)	0.000s (-100.0% 🟢)	2.916s (+26.5% 🔺)	0.631s	21	1.03x
🐘 Postgres	Express	2.348s (+39.0% 🔺)	2.862s (+24.3% 🔺)	0.000s (-100.0% 🟢)	2.867s (+23.7% 🔺)	0.519s	21	1.05x
💻 Local	Nitro	3.566s (-4.5%)	4.094s (-3.1%)	0.001s (+137.5% 🔺)	4.101s (-3.1%)	0.534s	15	1.60x
💻 Local	Next.js (Turbopack)	3.704s (+1.5%)	4.127s (~)	0.001s (+66.7% 🔺)	4.166s (~)	0.462s	15	1.66x
💻 Local	Express	3.720s (+1.4%)	4.227s (+1.5%)	0.000s (+25.0% 🔺)	4.232s (+1.5%)	0.512s	15	1.67x

▲ Production (Vercel)

World	Framework	Workflow Time	TTFB	Slurp	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	5.065s (+18.4% 🔺)	6.456s (+17.8% 🔺)	0.000s (-100.0% 🟢)	6.990s (+17.9% 🔺)	1.925s	9	1.00x
▲ Vercel	Nitro	5.140s (+19.3% 🔺)	6.644s (+16.1% 🔺)	0.000s (NaN%)	7.134s (+14.7% 🔺)	1.994s	9	1.01x
▲ Vercel	Next.js (Turbopack)	7.127s (+10.8% 🔺)	7.658s (+8.8% 🔺)	0.000s (+Infinity% 🔺)	9.182s (+12.4% 🔺)	2.055s	7	1.41x

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

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World	🥇 Fastest Framework	Wins
💻 Local	Next.js (Turbopack)	9/21
🐘 Postgres	Express	13/21
▲ Vercel	Express	13/21

Fastest World by Framework

Winner determined by most benchmark wins

Framework	🥇 Fastest World	Wins
Express	🐘 Postgres	15/21
Next.js (Turbopack)	🐘 Postgres	14/21
Nitro	🐘 Postgres	17/21

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

github-actions · 2026-06-26T07:53:41Z

🧪 E2E Test Results

✅ All tests passed

Summary

	Passed	Skipped	Total
✅ ▲ Vercel Production	1442	230	1672
✅ 💻 Local Development	1605	219	1824
✅ 📦 Local Production	1605	219	1824
✅ 🐘 Local Postgres	1593	231	1824
✅ 🪟 Windows	152	0	152
✅ 📋 Other	885	179	1064
Total	7282	1078	8360

Details by Category

✅ ▲ Vercel Production

App	Passed	Skipped
✅ astro	125	27
✅ example	125	27
✅ express	125	27
✅ fastify	125	27
✅ hono	125	27
✅ nextjs-turbopack	149	3
✅ nextjs-webpack	149	3
✅ nitro	125	27
✅ nuxt	125	27
✅ sveltekit	144	8
✅ vite	125	27

✅ 💻 Local Development

App	Passed	Skipped
✅ astro-stable	127	25
✅ express-stable	127	25
✅ fastify-stable	127	25
✅ hono-stable	127	25
✅ nextjs-turbopack-canary	133	19
✅ nextjs-turbopack-stable	152	0
✅ nextjs-webpack-canary	133	19
✅ nextjs-webpack-stable	152	0
✅ nitro-stable	127	25
✅ nuxt-stable	127	25
✅ sveltekit-stable	146	6
✅ vite-stable	127	25

✅ 📦 Local Production

App	Passed	Skipped
✅ astro-stable	127	25
✅ express-stable	127	25
✅ fastify-stable	127	25
✅ hono-stable	127	25
✅ nextjs-turbopack-canary	133	19
✅ nextjs-turbopack-stable	152	0
✅ nextjs-webpack-canary	133	19
✅ nextjs-webpack-stable	152	0
✅ nitro-stable	127	25
✅ nuxt-stable	127	25
✅ sveltekit-stable	146	6
✅ vite-stable	127	25

✅ 🐘 Local Postgres

App	Passed	Skipped
✅ astro-stable	126	26
✅ express-stable	126	26
✅ fastify-stable	126	26
✅ hono-stable	126	26
✅ nextjs-turbopack-canary	132	20
✅ nextjs-turbopack-stable	151	1
✅ nextjs-webpack-canary	132	20
✅ nextjs-webpack-stable	151	1
✅ nitro-stable	126	26
✅ nuxt-stable	126	26
✅ sveltekit-stable	145	7
✅ vite-stable	126	26

✅ 🪟 Windows

App	Passed	Failed	Skipped
✅ nextjs-turbopack	152	0	0

✅ 📋 Other

App	Passed	Skipped
✅ e2e-local-dev-nest-stable	127	25
✅ e2e-local-dev-tanstack-start-	127	25
✅ e2e-local-postgres-nest-stable	126	26
✅ e2e-local-postgres-tanstack-start-	126	26
✅ e2e-local-prod-nest-stable	127	25
✅ e2e-local-prod-tanstack-start-	127	25
✅ e2e-vercel-prod-tanstack-start	125	27

📋 View full workflow run

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Refactor Postgres queue execution

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📊 Benchmark Results

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

💻 Local Development

▲ Production (Vercel)

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🧪 E2E Test Results

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NathanColosimo commented Jun 26, 2026 •

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changeset-bot Bot commented Jun 26, 2026 •

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vercel Bot commented Jun 26, 2026 •

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github-actions Bot commented Jun 26, 2026 •

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