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Add Convex Decision Evals - #118

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hellogumbo:mainfrom
mikecann:add-convex-decision-evals

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@mikecann

@mikecann mikecann commented Sep 24, 2026 •

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Project: https://www.convex.dev/evals/decision (source: https://github.com/get-convex/convex-evals, Apache-2.0)

Where Jev fits: Jev answers 108 four-option multiple-choice questions about the Convex backend platform through OpenRouter's /api/alpha/decisions with native typed Choice questions, and is ranked alongside 14 LLMs on accuracy, latency, and cost.

Details:

  • The questions are verified and drawn from 90 of the 112 Convex coding evals. Random guessing is 25%.
  • No guidelines in the prompt and no tools. LLMs run at low reasoning effort and answer via structured output limited to A-D. Each run asks every question 3 times with shuffled options. The leaderboard score is the mean of each model's last 3 full runs.
  • Latest results (23 Sept 2026, 15 models): typesafe/jev-1.13 scores 84.6% ±0.7 at 199 ms median per question and $0.0088 per full run. The top model, GPT-6 Astra, scores 98.0% at 2.12 s and $1.59 per run.
  • Per-answer explorer with every question, each model's choice, Jev's probabilities, and the raw request/response: https://convex-evals.netlify.app
  • Decision runner code: runner/decisions/ in the repo.

Disclosure: I'm Mike Cann. I work at Convex and built the decision evals. Parts were built with help from AI coding agents.

  • I added one object to data/projects.json and ran npm run validate
  • I did not commit README.md or site/index.html (CI regenerates them)
  • I am the author, or I linked where the project was announced

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Summary by CodeRabbit

  • New Features
    • Added Convex Decision Evals to the project listings, with a leaderboard comparing Jev against 14 LLMs across 108 Convex questions.

Co-Authored-By: Claude Opus 5.5 <[email protected]>
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Review in Change Stack →

Navigate logical layers of code changes, visualize relationships, and explore their blast radius.

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ℹ️ Recent review info
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Configuration used: defaults

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Plan: Advanced

Run ID: 0700221e-68dd-4251-a39a-d687a00f07ef

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Reviewing files that changed from the base of the PR and between 1149aac and c1505e1.

📒 Files selected for processing (1)
  • data/projects.json

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📝 Walkthrough

Walkthrough

The project catalog adds Convex Decision Evals, a TypeScript research project with a listed site, zero stars, and an added date of 2026-09-24.

Changes

Project catalog entry

Layer / File(s) Summary
Add Convex Decision Evals
data/projects.json
Adds the project’s repository, site, category, language, star count, and added date to the projects array.

Priority: ⬇️ Low

Estimated code review effort: 1 (Trivial) | ~3 minutes

Change: Feature

Suggested reviewers: scald

Merge Risk: ⚪ Minimal · up to c1505

This change adds a project listing, and no material merge risk is established. It appears ready under normal checks.

🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
Title check ✅ Passed The title clearly and concisely describes the main change: adding the Convex Decision Evals project.
Description check ✅ Passed The description includes the required Project and Where Jev fits sections, confirms the required validation and file-change checks, and identifies the author or project source. It provides relevant im…
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check. Docstring coverage is scoped to functions touched by this diff. Analyzed 0 functions across 0…
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.
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scald pushed a commit that referenced this pull request Sep 24, 2026
@scald

scald commented Sep 24, 2026

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Landed on main as 97b7510 with you as the commit author, now live on https://awesomejev.com. Closing rather than merging because every PR appends to the same data file and they conflict with each other; landing directly keeps your authorship. Thanks!

@scald scald closed this Sep 24, 2026
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