GitHub Copilot Metrics & ROI Toolkit

Measure adoption. Prove impact. Defend ROI.

A measurement guide — not an adoption guide — for teams that have rolled out Copilot and need to quantify results.

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Start Here

Your role	Start with
Engineering Leader (CTO, VP Eng)	ROI Framework · QBR Template
DevEx / Platform Team	Phase 1: Adoption · Phase 2: Impact
FinOps / Procurement	ROI One-Pager · Premium Request Costs
Copilot Admin	Adoption Metrics · Dashboards & APIs

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The Two Phases

graph LR
    A[Phase 1: Adoption] -->|Prove usage| B[Phase 2: Impact & ROI]
    A --> C[DAU · Acceptance Rate · Feature Mix]
    B --> D[DORA · PR Cycle Time · ROI]

• Phase 1: Adoption

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  Who's using Copilot, where, and how deeply?

• Phase 2: Impact & ROI

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  Is it improving delivery? Can you defend the investment?

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Quick links: Measurement Journey · Tool Catalog · Templates · FAQ