AGENT IMPACT,
QUANTIFIED.
Track the real cost, outputs & ROI of your AI coding investments.
Trusted by Engineering leaders at
Rank every agent.
Measure every outcome.
Prove the return.
Rank
Every agent on your team, ranked by what they shipped, what they cost, and what made it to production.
Measure
Output in business terms. Delivery velocity, capacity returned, features shipped. The metrics leadership asks for.
Prove
The ROI of every dollar of AI spend. Per tool, per team, per developer. Board-ready.
THE QUESTIONS EVERY ENGINEERING TEAM IS ASKING ABOUT AI. AND THE ANSWERS.
AI – Business Impact & ROI
The return on every dollar of AI spend.
Change in productivity, additional developer hours, capacity returned in dollars. Per team, per tool, per developer. The numbers your CFO will accept.
2.
AI – Adoption & Autonomy
See who's using agents, and how deeply.
Two scores per developer. Adoption measures daily use, depth, and output. Autonomy measures how much of the work is handed off to agents. Cohorts surface who’s leading, who’s learning, and who needs help before the rollout stalls.
3.
AI – Repo Readiness
Know which codebases are
ready for agents.
Every repo scored on what agents need to work well. AI instruction files, CI configuration, test coverage, build reliability. Action items when something’s missing. An agent is only as good as the repo it’s working in.
4.
AI – Tool & Model Performance
Rank Every AI Tool & Agent Your Team Uses.
Claude Code. Cursor. Codex. Plus every model powering them. Per developer, per team, per task. Cost, cycle time, PR size, bugs shipped. The scoreboard you open when someone asks which tools to cut.
5.
AI – For Every Developer
Give Every Developer
Their Own View.
A private view for each developer of how they work with AI: adoption, autonomy, cost, and outcomes, benchmarked to your org, not used to name and shame. Plus personalized coaching on which models and skills to reach for next. Built to help them level up, not grade them.
The full picture of how your team ships
DORA, PR flow, code quality, and developer sentiment. In one platform.
DORA
DORA metrics in context.
All four. Deploy frequency, lead time, change failure rate, MTTR. With the trend context that tells you whether a spike is noise or a pattern.
Find where PRs get stuck.
Pickup time, cycle time, review load, post-merge defects. See what’s slowing your team down.
Code quality, beyond linting.
Churn, copy-paste, tech debt hotspots, complexity by directory. Know which code is slowing you down before it becomes an emergency.
Sentiment as a leading indicator.
Flexible surveys that correlate how developers feel with how they’re performing. Honest responses from a brand 40M+ developers already trust.
Built for How You Lead
Engineering Executives
Walk into the board review with the AI ROI number.
Engineering Managers & Team Leads
Run the team. Including the agents on it.
Platform & DevEx Leaders
Roll out AI. Prove it worked.
If your team uses it,
Insights measures it
GitHub, GitLab, Jira, Linear, VS Code, Cursor, Claude Code, Copilot. Plus whatever you roll out next.
The only engineering
intelligence platform built for
agent-led engineering.
DIY & Homegrown
Build it yourself
❌ Months of dashboard building
❌ Breaks when your data person leaves
❌ No AI Measurement
❌ No way to prove ROI
GitKraken Insights
Agent-first engineering intelligence
✅ Agent-first. Impact, ROI, adoption, autonomy
✅ On top of tools 40M+ developers already use
✅ 15 minutes to first answers
✅ 75% less than legacy SEI
Legacy SEI platforms
Built before agents
❌ Built before agents. Bolting on AI now
❌ Exec Dashboards with dev surveillance
❌ 3-6 month rollouts
❌ $100K+ annually
Measure the true cost, output, and impact of agentic development
Real agentic developer intelligence for every contributor, in one plan.
- AI Impact
- Business Impact & ROI
- Developer Productivity
- Developer Experience
- Security & Data
Select an option to get started:
14 days with your team’s real data. No credit card required.
3-day test drive on pre-loaded data
Free Resources for leaders
Case Study
How Case IQ Uses GitKraken Insights To Quantify AI Impact On Engineering Investments
on-demand webinar
Your Developers Hold the Key to Your Next Breakthrough. Are You Empowering Them?
On-demand webinar
Beyond the Hype: Actually Measuring AI’s Impact on Your Engineering Team
CASE STUDY
How a Major U.S. Health Plan Replaced DIY Analytics with Org-Wide Engineering Visibility
GitKraken MCP
GitKraken Insights