Preview launch: the Agent Impact Leaderboard and the Business Impact & ROI Dashboard

GitKraken Insights has launched preview versions of the Agent Impact Leaderboard and Business Impact & ROI Dashboard to help engineering leaders evaluate AI tool adoption, performance, costs, and returns. The Leaderboard compares AI tools and models by cost, output, rework, and trends, identifies developer adoption tiers and power users, and provides team-level views of AI readiness, speed, and output. The ROI Dashboard converts engineering metrics into finance-oriented measures such as productivity gains, developer hours returned, capacity value, AI spending, and cost per pull request, while displaying the formulas and inputs behind its calculations. These tools are intended to address growing leadership demands for measurable evidence of which AI investments deliver value ahead of renewals, board reviews, and staffing discussions. Access can be requested through GitKraken Insights, with setup stated to take less than a day.

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