AI Multiplier Scorecard

What's AI Actually Doing to Your Engineering Team?

Use benchmark data from 2,172 developer-weeks to estimate your team's real AI productivity lift, hidden quality risks, and how you compare to alternatives.

Number of Developers: 50

101,000+

AI Tool Adoption Level: Just getting started

Primary AI Coding Tools in Use (optional)

GitHub CopilotCursorClaude CodeGemini Code AssistCodexOtherNot yet adopted

Which of these does your team currently track? (optional)

Deployment frequency (DORA)PR cycle time (open to merge)Code churn rateAI adoption rate by developerCode duplication / copy-paste patternsDeveloper sentiment / satisfaction surveys

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