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Performance Analytics

Walk-forward backtested model metrics across all 10 sports. All stats reflect out-of-sample validation.

Universe · flat 1u on every EV+ game
EV, edge & policy filters
Recommendation · flat 1u or Kelly stakes
Predictions Healthy 1 hour ago
Metrics Healthy 1 hour ago
AD TEST MODE
PERFORMANCE HEADER
Mock Placement 728x90
Bankroll Sim
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Recommended Bets
43,877

passed EV + policy filters

Win Rate
56.7%

weighted avg across all sport/market combinations

Recommendation ROI flat 1u
+30.9%

+8,756.7u net

43,877 bets · passed EV + policy filters

Universe ROI baseline
+10.8%

134,383 candidates · before any filtering

Moneyline ROI

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Spread (ATS) ROI

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Over/Under ROI

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Equity Curve (All Sports)

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All Sports — Backtest Summary

Sport Best Model Accuracy AUC ROI (flat 1u) Bets Details
UF
Ufc
fighter_1_win
LightGBMModel
61.9%
0.637 +100.0%
321 bets
Kelly: +168.6% ⚠
vs. Universe: +61.8%
152 folds Deep Dive
ME
Mens college basketball
home_win
LightGBMModel
68.2%
0.533 +100.0%
2,639 bets
Kelly: +106.7%
vs. Universe: +35.1%
37 folds Deep Dive
WN
Wnba
home_win
LightGBMModel
58.5%
0.580 +73.0%
667 bets
Kelly: +73.0%
vs. Universe: +7.6%
88 folds Deep Dive
NH
Nhl
home_win
CatBoostModel
55.7%
0.569 +63.1%
3,080 bets
Kelly: +63.1%
vs. Universe: +45.2%
154 folds Deep Dive
SE
Seriea
result
LightGBMModel
42.4%
0.569 +55.6%
1,358 bets
Kelly: +55.6%
vs. Universe: -6.6%
170 folds Deep Dive
ML
Mlb
home_win
LightGBMModel
54.4%
0.556 +55.5%
2,043 bets
Kelly: +55.5%
vs. Universe: +26.1%
139 folds Deep Dive
NH
Nhl
home_cover
CatBoostModel
54.1%
0.561 +43.0%
4,146 bets
Kelly: +43.0%
vs. Universe: +34.6%
121 folds Deep Dive
NB
Nba
home_win
CatBoostModel
57.2%
0.571 +42.8%
3,182 bets
Kelly: +42.8%
vs. Universe: +35.6%
149 folds Deep Dive
ML
Mlb
home_cover
CatBoostModel
53.1%
0.537 +27.0%
3,185 bets
Kelly: +27.0%
vs. Universe: +11.7%
138 folds Deep Dive
PR
Primeiraliga
result
CatBoostModel
45.6%
0.599 +25.9%
483 bets
Kelly: +25.9%
vs. Universe: -2.4%
133 folds Deep Dive
WN
Wnba
home_cover
LightGBMModel
58.0%
0.547 +22.9%
862 bets
Kelly: +22.9%
vs. Universe: +10.0%
85 folds Deep Dive
NB
Nba
total_over
CatBoostModel
54.9%
0.570 +19.1%
3,078 bets
vs. Universe: +4.5%
149 folds Deep Dive
ME
Mens college basketball
total_over
LightGBMModel
55.5%
0.526 +17.8%
1,866 bets
Kelly: +17.8%
vs. Universe: +3.0%
37 folds Deep Dive
NB
Nba
home_cover
CatBoostModel
55.4%
0.572 +17.8%
3,391 bets
Kelly: +17.8%
vs. Universe: +4.8%
149 folds Deep Dive
ME
Mens college basketball
home_cover
LightGBMModel
54.9%
0.533 +17.8%
2,107 bets
Kelly: +17.8%
vs. Universe: +4.7%
37 folds Deep Dive
WN
Wnba
total_over
LightGBMModel
54.7%
0.533 +16.5%
958 bets
Kelly: +16.5%
vs. Universe: +4.5%
85 folds Deep Dive
ML
Mlb
total_over
CatBoostModel
54.6%
0.545 +15.3%
5,341 bets
Kelly: +15.3%
vs. Universe: +4.4%
138 folds Deep Dive
SE
Seriea
total_over
LightGBMModel
58.8%
0.560 +11.3%
2,297 bets
vs. Universe: +10.5%
153 folds Deep Dive
NH
Nhl
total_over
CatBoostModel
51.2%
0.539 +10.6%
2,873 bets
Kelly: +10.6%
vs. Universe: +0.6%
121 folds Deep Dive
ML
Mlb
first3_result
LightGBMModel
41.6%
0.535 139 folds Deep Dive
ML
Mlb
first5_result
LightGBMModel
45.6%
0.531 139 folds Deep Dive
ML
Mlb
nrfi_yrfi
LightGBMModel
52.1%
0.535 139 folds Deep Dive
PR
Primeiraliga
total_over
XGBoostModel
62.6%
0.550 116 folds Deep Dive