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Sheet Rating™ Model Calibration

87.4%
Prediction Accuracy across 7,517 PPA matches

Accuracy by Format

84.1%
Singles
3,092 matches
90.1%
Doubles
2,482 matches
89.2%
Mixed Doubles
1,943 matches

Brier Score

0.0931
Lower is better — 0 = perfect, 0.25 = coin flip
0 (Perfect) 0.25 (Coin Flip)
💡
Skill gaps matter more in pickleball than chess — our system shows a 100-point Sheet Rating™ gap translates to an 87% win rate, significantly higher than the 64% predicted by standard chess Elo. Our model uses proprietary scaling parameters tuned specifically for pickleball's steeper skill curve.

Calibration Curve

Sheet Rating™ Difference Breakdown

Sheet Rating™ Gap Matches Predicted Win% Actual Win% Gap Accuracy
0-25 420 53.7% 59.3% +5.6% 59.3%
25-50 409 60.6% 61.6% +1.0% 61.6%
50-75 438 67.5% 68.3% +0.8% 68.3%
75-100 477 73.3% 72.7% -0.6% 72.7%
100-150 927 80.7% 83% +2.3% 83.0%
150-200 1,047 88.2% 91% +2.8% 91.0%
200-300 1,569 94.2% 95.5% +1.3% 95.5%
300-400 1,043 98% 97.9% -0.1% 97.9%
400+ 1,187 99.6% 99.6% +0.0% 99.6%

Methodology

Our Sheet Rating™ system is purpose-built for pickleball. Every match result from the PPA tour updates player ratings using the formula: E = 1 / (1 + 10^(-diff/200)) — but with a divisor of 200 instead of chess's 400, reflecting pickleball's steeper skill differentiation.

We maintain separate ratings for Singles, Doubles, and Mixed Doubles, plus an Overall composite. Calibration is validated against 7,517 historical matches where both sides had established ratings.

Data last updated: 2026-02-18

Sheet Rating™ v2.3 · Recalibrated: loading...