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chore: full-matrix benchmark run 2 (do not merge) - #4486

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@prha

@prha prha commented Oct 7, 2026

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Summary

Do not merge. This draft runs the full nightly benchmark matrix from #4470 to check run time, coverage, gateway rate limits, and cost before merge. The branch is #4470's head plus one empty commit, so it tests the same code. Results publish under preview/runs/ in the benchmark Blob store.

The matrix is 3 fixtures × 5 models × 3 attempts (45 live legs) plus 6 mock legs. It uses the registry concurrency of 5 live legs at a time and one eval per leg. The estimated run time is about 55 minutes. Runs share one concurrency group, so this run queues behind any other benchmark run.

Validation

The run-eval-benchmark-full label starts the run. Results will be added here.

Checklist

  • This change was requested or approved by a maintainer
  • I ran the relevant checks from CONTRIBUTING.md
  • I added tests and documentation where relevant
  • I added a changeset if this touches the published eve package
  • DCO sign-off passes for every commit (git commit --signoff)

prha added 3 commits October 7, 2026 16:28
Implements research/model-benchmark-tracking-implementation.md (M1-M7):
shared event-derived measurement primitives, eval artifact timing, the
standard per-attempt metric set and gap classification, the
schema_version 1 record contract, registry planning against the AI
Gateway catalog, the eval-benchmark workflow, and immutable Blob
publication.

Signed-off-by: prha <prha@vercel.com>
Lets a same-repo PR labeled run-eval-benchmark run one model x one
fixture x one attempt (plus mock legs) at the PR head and publish under
preview/runs/ in Blob, to validate the workflow and Blob upload before
merge. Revert this commit before merging: the trigger gives the Blob
token to PR code.

Signed-off-by: prha <prha@vercel.com>
Signed-off-by: prha <prha@vercel.com>
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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
Addedgithub/​actions/​download-artifact@​3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c10010010010080

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Bundle + Package Summary: apps/fixtures/weather-agent

Key takeaways

  • No notable deltas vs main (41cea61).

Delta vs main (41cea61)

Area Metric Baseline Current Delta
Package Packed tarball 7.48 MB 7.48 MB -73 B ✅
Package Unpacked publish size 26.38 MB 26.38 MB +172 B ⚠️
Package Installed footprint 73.96 MB 73.96 MB +172 B ⚠️
Package Published files 4159 4159 0
Package Installed files 8156 8156 0
Package Installed package instances 34 34 0
Package Distinct installed package names 32 32 0
Package Installed dependency edges 51 51 0
Package Installed optional peer edges 9 9 0
Runtime Unique function payloads 2 2 0
Runtime Total function bytes 19.92 MB 19.92 MB -120 B ✅
Runtime Public routes 17 17 0
Changed function payloads vs main (41cea61) (2)
Function Status Baseline Current Delta Route changes
functions/__server.func changed 9.96 MB 9.96 MB -60 B ✅ none
functions/.well-known/workflow/v1/flow.func changed 9.96 MB 9.96 MB -60 B ✅ none

eve init install

Metric Baseline Current Delta
Installed footprint 112.25 MB 112.25 MB +172 B ⚠️
Installed packages 103 103 0
dependencies 4 4 0
devDependencies 2 2 0
Dependency package bytes 43.97 MB 43.97 MB +172 B ⚠️
devDependency package bytes 5.11 MB 5.11 MB 0 B ➖
Build Metadata
  • Preset: vercel
  • Nitro: nitro@3.0.260903-beta
  • Output directory: apps/fixtures/weather-agent/.vercel/output
  • Build metadata timestamp: 2026-10-07T23:31:04.483Z
  • Route aliases: 17 public, 1 internal (18 total aliases)
  • Vercel routes in config: 20
  • Severity legend: 🔴 dominant/large, 🟠 notable, 🟡 watch, ⚪ small
Package Drill-Down

Package Details

  • Package: eve@0.73.0
  • Package directory: packages/eve
  • Tarball: 7.48 MB (eve-0.73.0.tgz)
  • Unpacked payload: 26.38 MB across 4159 published files
  • Installed footprint: 73.96 MB across 8156 installed files
  • Installed root package: 26.08 MB
  • Installed dependencies: 47.88 MB
  • Installed package instances: 34
  • Distinct installed package names: 32
  • Installed dependency edges: 51
  • Installed optional peer edges: 9
  • Runtime dependencies: 2
  • Peer dependencies: 7 (6 optional)

Installed footprint is measured from an isolated temporary npm install of the packed tarball.
Graph metrics read only package.json files in package directories directly beneath a node_modules boundary, including nested boundaries. Each directory is one package instance; distinct names come from those manifests. Dependency edges count each unique name in dependencies or optionalDependencies per instance; optional peer edges count peerDependencies marked optional.

Heavy installed dependencies

  • eve: 26.08 MB (35.3%)
  • @rolldown/binding-linux-x64-gnu: 19.62 MB (26.5%)
  • ai: 7.95 MB (10.7%)
  • zod: 6.14 MB (8.3%)
  • undici: 3.56 MB (4.8%)
Publish payload breakdown
Published file size
🟠 dist/src/compiled/shadcn-registry/index.js       [#####...................] 3.85 MB 14.6%
🟠 dist/src/compiled/@photon-ai/chat-adapter-ime... [###.....................] 2.29 MB 8.7%
🟠 dist/src/compiled/@ai-sdk/code-mode/index.js     [#.......................] 1.03 MB 3.9%
🟡 dist/src/compiled/@vercel/blob/index.js          [#.......................] 604.9 kB 2.3%
🟡 dist/src/compiled/_chunks/workflow/signal-exi... [#.......................] 521.9 kB 2.0%
🔴 Other published files                            [########################] 18.09 MB 68.6%
Installed footprint breakdown
Installed package size
🔴 eve                             [########################] 26.08 MB 35.3%
🔴 @rolldown/binding-linux-x64-gnu [##################......] 19.62 MB 26.5%
🔴 ai                              [#######.................] 7.95 MB 10.7%
🔴 zod                             [######..................] 6.14 MB 8.3%
🟠 undici                          [###.....................] 3.56 MB 4.8%
🟠 nitro                           [##......................] 1.89 MB 2.6%
🔴 Other installed packages        [########................] 8.72 MB 11.8%
Runtime dependencies (2)
Package Range Notes
nitro 3.0.260903-beta
undici 8.10.2
Peer dependencies (7)
Package Range Notes
@opentelemetry/api ^1.0.0 optional peer
ai catalog:
braintrust ^3.0.0 optional peer
chat ^4.41.0 optional peer
dd-trace ^6.13.0 optional peer
just-bash ^3.1.0 optional peer
microsandbox ^0.5.0 optional peer
eve init install drill-down

eve init install details

  • Command: eve init my-agent
  • Package manager: npm
  • Installed footprint: 112.25 MB across 10051 installed files
  • Installed packages: 103 total (97 transitive-only)
  • dependencies: 4 direct packages totaling 43.97 MB
  • devDependencies: 2 direct packages totaling 5.11 MB
  • Other transitive package files: 63.18 MB

Installed footprint is measured from an isolated temporary eve init my-agent using the current packed eve tarball.

Heavy installed dependencies

  • @typescript/typescript-linux-x64: 27.95 MB (24.9%)
  • eve: 26.08 MB (23.2%)
  • @rolldown/binding-linux-x64-gnu: 19.62 MB (17.5%)
  • zod: 9.76 MB (8.7%)
  • ai: 7.95 MB (7.1%)
Installed footprint breakdown
Installed package size
🔴 @typescript/typescript-linux-x64 [########################] 27.95 MB 24.9%
🔴 eve                              [######################..] 26.08 MB 23.2%
🔴 @rolldown/binding-linux-x64-gnu  [#################.......] 19.62 MB 17.5%
🔴 zod                              [########................] 9.76 MB 8.7%
🔴 ai                               [#######.................] 7.95 MB 7.1%
🟠 undici                           [###.....................] 3.56 MB 3.2%
🔴 Other installed packages         [###############.........] 17.34 MB 15.5%
dependencies (4)
Package Range Installed size Share
@vercel/connect 2.2.0 188.7 kB 0.2%
ai ^7.0.128 7.95 MB 7.1%
eve file:eve-0.73.0.tgz 26.08 MB 23.2%
zod 4.5.4 9.76 MB 8.7%
devDependencies (2)
Package Range Installed size Share
@types/node 24.x 2.61 MB 2.3%
typescript 7.0.2 2.50 MB 2.2%
Function Drill-Down

Payload Size Graph

Unique function payload size and share of total
🔴 functions/.well-known/workflow/v1/flow.func     [########################] 9.96 MB 50.0%
🔴 functions/__server.func                         [########################] 9.96 MB 50.0%

Top Function Payloads

🟠 functions/.well-known/workflow/v1/flow.func • 1 public route • 9.96 MB
Metric Value
Public routes /.well-known/workflow/v1/flow
Runtime nodejs24.x
Handler index.mjs
Payload 9.96 MB
Function files 9.96 MB across 127 files
Traced dependencies 0 B
Signal 🟠 Bundled file _chunks/vercel.web.mjs is 2.03 MB (20.4%)

🟠 🔎 Dependency Analysis

📦 Bundled files:

Bundled file size
🟠 _chunks/vercel.web.mjs                         [###########.............] 2.03 MB 20.4%
🟠 _libs/undici.mjs                               [#####...................] 1.01 MB 10.1%
🟡 _chunks/sandbox3.mjs                           [####....................] 815.4 kB 8.2%
🟡 _chunks/compiled-artifacts-instrumentation.mjs [####....................] 762.7 kB 7.7%
🟡 _chunks/token-util-CddTZ_ef.mjs                [####....................] 704.7 kB 7.1%
🔴 Other bundled files                            [########################] 4.63 MB 46.5%

🧾 Vercel Config

{
  "handler": "index.mjs",
  "launcherType": "Nodejs",
  "shouldAddHelpers": false,
  "supportsResponseStreaming": true,
  "runtime": "nodejs24.x",
  "maxDuration": "max",
  "experimentalTriggers": [
    {
      "type": "queue/v2beta",
      "topic": "__eve776561746865722d6167656e74_wkf_workflow_*",
      "consumer": "default",
      "retryAfterSeconds": 5,
      "initialDelaySeconds": 0
    }
  ],
  "environment": {
    "WORKFLOW_PRECONDITION_GUARD": "1"
  }
}

🟠 functions/__server.func • 16 public routes, 1 internal alias • 9.96 MB
Metric Value
Public routes /
/.well-known/workflow/v1/webhook/[token]
/eve/v1/callback/[token]
/eve/v1/connections/[name]/callback/[attemptId]/[token]
/eve/v1/connections/[name]/callback/[token]
/eve/v1/health
/eve/v1/info
/eve/v1/session
/eve/v1/session/[parentSessionId]/subagents/[callId]/[childSessionId]/stream
/eve/v1/session/[sessionId]
/eve/v1/session/[sessionId]/cancel
/eve/v1/session/[sessionId]/clear
/eve/v1/session/[sessionId]/compact
/eve/v1/session/[sessionId]/reset
/eve/v1/session/[sessionId]/stream
/eve/v1/task-input/[token]
Internal aliases /__server
Runtime nodejs24.x
Handler index.mjs
Payload 9.96 MB
Function files 9.96 MB across 127 files
Traced dependencies 0 B
Signal 🟠 Bundled file _chunks/vercel.web.mjs is 2.03 MB (20.4%)

🟠 🔎 Dependency Analysis

📦 Bundled files:

Bundled file size
🟠 _chunks/vercel.web.mjs                         [###########.............] 2.03 MB 20.4%
🟠 _libs/undici.mjs                               [#####...................] 1.01 MB 10.1%
🟡 _chunks/sandbox3.mjs                           [####....................] 815.4 kB 8.2%
🟡 _chunks/compiled-artifacts-instrumentation.mjs [####....................] 762.7 kB 7.7%
🟡 _chunks/token-util-CddTZ_ef.mjs                [####....................] 704.7 kB 7.1%
🔴 Other bundled files                            [########################] 4.63 MB 46.5%

🧾 Vercel Config

{
  "handler": "index.mjs",
  "launcherType": "Nodejs",
  "shouldAddHelpers": false,
  "supportsResponseStreaming": true,
  "runtime": "nodejs24.x"
}

Build Timing: e2e/fixtures/agent-tools-sandbox

This is an informational timing measurement inside eve build, from preflight through publication. Output-size measurement and profile writing are excluded.

Build mode: deployable Vercel build with sandbox template prewarm included.

  • Build pipeline: 2.32 s -> 2.78 s (+468.3 ms) vs main (41cea61).
  • Timing is informational: shared GitHub runners are too variable for a hard timing budget.
Detailed phase timings vs `main (41cea61)`
Phase Baseline Current Delta
extension.check 6.5 ms 13.9 ms +7.4 ms
project.resolve 0.3 ms 0.3 ms 0.0 ms
workspace.create 0.5 ms 0.4 ms -0.1 ms
host.prepare 517.4 ms 554.3 ms +36.9 ms
vercel.service-prefix.resolve 0.9 ms 1.1 ms +0.2 ms
nitro.create 362.6 ms 421.6 ms +59.0 ms
sandbox.prewarm 269.1 ms 473.9 ms +204.8 ms
nitro.cache.prepare 0.2 ms 0.2 ms 0.0 ms
nitro.prepare 0.5 ms 0.5 ms 0.0 ms
nitro.public-assets 0.6 ms 0.6 ms 0.0 ms
nitro.prerender 0.4 ms 0.4 ms 0.0 ms
nitro.bundle 1.04 s 1.16 s +113.3 ms
nitro.cache.write 0.2 ms 0.2 ms 0.0 ms
vercel.workflow-function.materialize 52.8 ms 93.4 ms +40.6 ms
agent-summary.emit 0.5 ms 0.6 ms +0.1 ms
connect-manifest.emit 0.2 ms 0.3 ms +0.1 ms
nitro.close 0.1 ms 0.1 ms 0.0 ms
output.publish 2.4 ms 2.4 ms 0.0 ms
workspace.remove 1.4 ms 1.5 ms +0.1 ms

try {
await store.put(pathname, body, contentType);
} catch (error) {
if (!(error instanceof Error) || !error.message.includes("already exists")) throw error;

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vercelBlobStore.put throws BlobPreconditionFailedError ("Precondition failed: ETag mismatch.") on a collision, which putImmutable does not recognize as an "already exists" error, breaking idempotency and producing a cryptic failure on re-publish.

Fix on Vercel

@prha

prha commented Oct 7, 2026

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Closing: one PR is enough; re-labeling #4485 starts another run.

@prha prha closed this Oct 7, 2026
@prha
prha deleted the prha/eval-bench-full-2 branch October 7, 2026 23:46

This branch was successfully deployed

1 active and 1 inactive deployments
Preview – eve-docs — a72c118d Deployed Oct 7, 2026 by vercel[bot]
Preview – eve-pkg — a72c118d Deployed Oct 7, 2026 by vercel[bot]
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