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GitVelocity

Scores every merged PR with AI across six complexity dimensions — free, bring your own API key

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freeFree forever with no paid tier advertised. You bring your own LLM API key, so the cost of analysing pull requests is billed by your model provider rather than by GitVelocity. Works the same for a team of three or three hundred; there is no per-seat charge and no published enterprise ladder.View full pricing →

About GitVelocity

GitVelocity scores merged pull requests with an LLM and turns the result into a single engineering-output number, positioned explicitly as a replacement for story points in a world where AI assistance has broken the relationship between effort and line count. You connect GitHub repositories and every merged PR is analysed across six dimensions of complexity, producing a score that reflects what the change actually did rather than how many lines it touched or how long a ticket sat in a column. The company published an analysis of 50,000 scored PRs as its launch artefact, which is the sort of evidence that is rare in the developer-productivity category. There are two audiences and two views: individual engineers track their own velocity over time and can see how each contribution was scored, which makes the metric arguable rather than imposed; engineering leaders compare output across teams and time periods without needing to sit in standups to know what is moving. The measurement stance is deliberate — the marketing rejects vanity metrics and estimates in favour of scoring only what actually merged. The commercial model is the unusual part for this category: the product is free with no paid tier, and you supply your own LLM API key, so the marginal cost of analysis lands on your provider bill rather than on a per-seat subscription. That makes it viable for a three-person team and for a three-hundred-person org on the same terms.

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Key Features

✓LLM scoring of every merged PR across six complexity dimensions
✓Single output score intended to replace story points
✓Per-engineer velocity tracking over time with visible scoring rationale
✓Team and time-period comparison views for engineering leaders
✓Bring-your-own-API-key model with no per-seat pricing
✓Published analysis of 50,000 scored pull requests

GitVelocity Pros & Cons

✅ Pros

  • +Free with BYO key removes the usual per-developer cost of engineering analytics
  • +Scoring only merged PRs avoids rewarding work that never shipped
  • +Visible per-contribution scoring makes the metric contestable by the engineer

⚠️ Cons

  • −Any single-number output metric invites the management misuse it warns against
  • −LLM scoring costs land on your own provider bill and scale with repo activity
  • −GitHub-only, so GitLab and Bitbucket teams are out

Tags

githubengineering-metricscode-reviewdeveloper-productivityanalyticsbyok
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