What Engineering Analytics covers
CI/CD metrics
Core deployment health
Deploy MTTR
Mean time to recovery from a failed production deployment. Benchmarked from elite (under 1 hour) to low (over 1 week).
Deploy frequency
How often your team deploys to production.
Deploy success rate
Percentage of production deployments that succeed.
PR deploy lead time
Time from code merge to production deployment.
Industry benchmarks
Segmented by org size — 1–5 up to 201+
Code output per engineer
Compare normalized output against real data from thousands of engineering orgs.
PRs per engineer
Fair comparisons regardless of your team's scale.
Code review quality & turnaround
Industry-standard review depth and cycle time benchmarks.
Code LOC turnover
How much of your codebase is being rewritten relative to industry peers.
Support metrics
Engineering time outside dev work
Support contributions
Track how many times engineers respond to support tickets. Identify who's spending significant time away from development.
Support TTFR
Median time to first meaningful engineering response. Automated acknowledgments excluded.
Industry Benchmarks, Built In
Industry-standard frameworks, real-world benchmark data, and the delivery metrics your team needs to improve.