// BUILDING · LIVE BY 2026-05-22

Comp Lab.

Small-sample BvP, solved. When a batter has 3 PAs against a pitcher, the Comp Lab finds statistically similar batters and expands the sample 5–10× with transparent comp scoring.

●Pro tier and above
// WHAT THIS PAGE WILL DO
  • →PECOTA-style player similarity over a 38-feature vector.
  • →Z-scored weighted Euclidean distance, every contribution explainable.
  • →Hard bat-hand filter by default; Edge tier unlocks override.
  • →Linear time decay over 4 historical seasons (1.0 / 0.7 / 0.4 / 0.2).
  • →Hypothetical batter builder for Edge tier (project a custom player profile).
Read the methodologyBack to dashboard

We don't ship features that aren't backed by methodology. This page goes live with full functionality — never a half-built version.