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Player Performance and Predictions

How the rankings work

The rankings score what has already happened this season. This page covers how a player's composite score is put together, what each setting means, and how well the rankings hold up in testing.

Summary

  1. Each player is measured on several statistics, and each one is turned into a score out of 100 by comparing him with other players at the same position.
  2. Those scores are grouped into how efficient he is (how much he does per chance he gets) and how much he has produced (raw totals), then blended into one number.
  3. This describes the season so far. It is not a prediction; for that, see how the predictions work.

Composite score

Every player is measured on several statistics. Each one becomes a percentile among ranked players at the same position that week, so a 90 means better than 90% of them. The percentiles are averaged into two scores from 0 to 100, then blended:

  • Efficiency: rates per opportunity, such as EPA per dropback or yards per target.
  • Production: totals and shares, such as yards, touchdowns, and target share.

Fantasy points

The second ranking is season-to-date PPR fantasy points (one point per reception). The data source does not score kickers, so I use common standard scoring for them.

Things to keep in mind

  • Early-season rankings are noisy. In the first few weeks every player has only a handful of plays behind them.
  • Only players with enough volume are ranked. The minimum grows with each game the team plays, so a few good plays never rank a player high late in the season. Everyone else is listed separately.
  • Rankings only use games already played. Each week's ranking uses data through that week and nothing later.
  • These are statistical rankings, not predictions or betting advice.
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