Impact Metrics

The Impact section measures the significance and value of contributions beyond simple commit counts.

Impact Score

Range: 0–100 (higher is better)

Range Interpretation
70–100 High impact
40–69 Moderate impact
0–39 Lower impact

Score Calculation

Factor Weight
PR size (additions + deletions) 30%
Review engagement (reviewers, comments, depth) 25%
Merge frequency and speed 20%
Cross-repository collaboration 15%
Code quality (rework rate, approval patterns) 10%

What's Displayed

  • High-Impact PRs: PRs above the impact threshold, showing title, score, repository, contributors, and a link to the provider
  • Contributor Rankings: Team ranked by total impact score
  • Impact Distribution: Bar chart showing impact across the team

Interpreting the Data

Pattern Meaning
High impact + high volume Highly productive, likely expert or owner
High impact + low volume Quality-focused, complex or critical work
Low impact + high volume Many small contributions, maintenance work
Low impact + low volume May need support or different assignments