Throughput

Throughput Number of merged PRs in the window, expressed per week per developer for cross-team comparison. Family: Output & Throughput […]

Output Score

Output Score Effort-weighted shipping rate per developer or per team. Sums the complexity of every merged PR, direct commit, and […]

Effort Score

Effort Score (Complexity) A 0.1–0.9 estimate of how complex each PR and direct commit is. Five tiers, LLM-generated, manually overrideable. […]

Direct Commits

Direct Commits Commits pushed straight to a default branch without a PR. Counted alongside merged PRs as shipped work, with […]

AI Adoption Metrics

Last updated: September 2026 GitKraken Insights tracks 21 metrics across five families. Each family measures a different dimension of your […]

Spend by Tier

Spend by Tier AI tooling cost allocated across AI Tiers. Where is the money going, and is it landing on […]

Productivity Uplift

Productivity Uplift Estimated productivity gain attributable to AI adoption. Computed three ways: volume speedup vs. a baseline period, per-developer uplift […]