Tools

Tools built for repeatable analysis.

Every tool is grounded in inputs you can verify, with outputs framed for learning.

Core tools

Player Comparison

Side-by-side per-90 rates with efficiency context and shareable links.

Per-90 normalization

Normalize output by minutes played to compare different workloads.

Rate & efficiency views

See volume signals (shots/90) alongside efficiency indicators.

Minutes-to-output

Understand how often a player produces per minutes played.

How to use the tools

  • Pick a player and compare against a similar role or rival.
  • Scan per-90 rates to normalize minutes and workloads.
  • Use efficiency indicators to balance volume with conversion.
  • Share the link as a quick brief for discussion.