GitVelocity
Every merged change scored. See how far AI has taken you
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The AI engineering benchmark. GitVelocity scores every merged change for how much engineering it took. 📈 See your multiplier: how far AI has taken your team 🏆 See where you stand among 4,000+ engineers 🧮 Complexity, not volume: six public dimensions, no hidden weights 🔒 We never store your source code ⌨️ Also in your terminal: CLI, MCP server and public API 🆓 Free: bring your own model key
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PH · launched Oct 20, 2026 · 5 upvotes (top 6%)
- Horizontal
- Analytics & BI
- Developer
- AI feature
- Commercial product
- Productivity
- Developer Tools
- Data & Analytics
Similar launches
See all 116 similar launches →Could you build this?
Partial The GitHub integration, dashboard, and LLM-based scoring of diffs are vibe-codeable. A credible benchmark across 4,000+ engineers needs a calibrated, defensible complexity methodology and a large, consented dataset, which is hard to build alone.
What it would actually take: The stack would be a GitHub App that ingests merged PRs and scores them with an LLM or static-analysis heuristics across the six dimensions. The hard part is validating that the scores reflect real engineering effort, which needs labeled data and calibration against expert judgments. Secure handling of source-derived data and a credible methodology to earn trust also require experienced engineering-measurement expertise.
Competitors
Other products that read as similar to this one : 116 launches clear the similarity bar, closest 8 shown.
Attention rank: #10 of 117 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 349 days after the earliest competitor.
- We scored 50k PRs with AI · hn · 2026-03-30 · 11 upvotes · similarity 0.60
- Parsimony · hn · 2026-10-13 · 77 upvotes · similarity 0.46
- AI-Atlas · ph · 2026-10-30 · 13 upvotes · similarity 0.46
- Tracking AI Code with Git AI · hn · 2025-11-10 · 6 upvotes · similarity 0.43
- Tokn · ph · 2026-10-05 · 1 upvotes · similarity 0.43
- GitHired · ph · 2026-05-08 · 251 upvotes · similarity 0.42
- 49 IDE · hn · 2026-08-31 · 18 upvotes · similarity 0.41
- github-star-benchmarks · github · 2026-10-18 · 16 upvotes · similarity 0.40