GitVelocity

GitVelocity is an analytics tool that scores every merged change for the engineering effort it required to measure AI adoption.

GitVelocity is an analytics tool that scores every merged change based on the engineering effort required, helping teams see how far AI has taken them. It measures scope, architecture, implementation, risk, quality, and performance and security to calculate an engineer multiplier. The platform operates by letting users bring their own Anthropic or OpenAI model key, sending diffs for scoring and deleting them immediately afterward while storing only the scores, sub-scores, and rationale. It is designed for engineering teams looking to track productivity and workflow changes over time rather than just counting commits or lines of code. It integrates directly into developer workflows through a command-line interface, a Model Context Protocol server, and a public API.

GitVelocity at a glance

Best for: Software engineer, Director
Runs on: Web, CLI, API
Pricing: Free; bring your own model key
Released: March 2026
Category: AI coding tool
Website: gitvelocity.dev

Key features

Scores every merged change across six dimensions
Measures change scope, architecture, and implementation
Evaluates risk, quality, performance, and security
Calculates individual and team engineering multipliers
Sends diffs to user-provided model keys for scoring
Stores scores, sub-scores, and short rationales
Provides a command-line interface and MCP server
Offers a public API for custom integrations

Use it for

Scoring merged pull requests for engineering effort
Tracking team productivity gains from AI coding tools
Comparing engineering output against historical baselines
Benchmarking team workflow and agent direction

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