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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.
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Bundle + Package Summary:
|
| 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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Closing: one PR is enough; re-labeling #4485 starts another run. |
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-fulllabel starts the run. Results will be added here.Checklist
CONTRIBUTING.mdevepackagegit commit --signoff)