Leaderboard

Best performing user generated models

#	Competition	Market	User	Algorithm	ROI	RPS	Log Loss	Predictions (possible)
1	Ligue 1	1X2		Decision Trees	27.41%	0.200	0.991	125 (125)
2	Primeira Liga	1X2	Quant Wizard	XGBoost	14.67%	0.151	0.815	53 (53)
3	Primeira Liga	1X2	Quant Wizard	XGBoost	13.98%	0.175	0.882	546 (546)
4	Ligue 1	1X2	singinanarchist	Decision Trees	13.10%	0.211	1.022	270 (270)
5	Ligue 1	1X2	John W	CatBoost	13.07%	0.204	0.987	134 (243)
6	Primeira Liga	1X2	Quant Wizard	CatBoost	12.84%	0.159	0.833	98 (98)
7	Primeira Liga	1X2	Quant Wizard	XGBoost	12.62%	0.174	0.877	546 (546)
8	Primeira Liga	1X2	Quant Wizard	CatBoost	12.42%	0.154	0.815	98 (98)
9	Primeira Liga	1X2	Quant Wizard	CatBoost	11.98%	0.160	0.833	98 (98)
10	Primeira Liga	1X2	Quant Wizard	XGBoost	11.09%	0.180	0.893	98 (98)
11	Primeira Liga	1X2	Quant Wizard	XGBoost	10.24%	0.163	0.840	98 (98)
12	Primeira Liga	1X2	Quant Wizard	XGBoost	10.14%	0.175	0.879	528 (528)
13	Primeira Liga	1X2	Quant Wizard	XGBoost	9.90%	0.164	0.844	98 (98)
14	Primeira Liga	1X2	Quant Wizard	CatBoost	9.64%	0.160	0.835	98 (98)
15	Liga	1X2	Quant Wizard	CatBoost	9.53%	0.190	0.956	127 (127)
16	MLS	1X2	Quant Wizard	XGBoost	9.47%	0.243	1.087	51 (132)
17	Liga	1X2	John W	XGBoost	8.83%	0.191	0.967	318 (318)
18	Primeira Liga	1X2	Quant Wizard	CatBoost	8.02%	0.174	0.897	323 (323)
19	Primeira Liga	1X2	Quant Wizard	XGBoost	7.58%	0.180	0.912	53 (53)
20	Liga	1X2	Quant Wizard	CatBoost	7.41%	0.191	0.959	127 (127)
21	Primeira Liga	1X2	Quant Wizard	CatBoost	7.25%	0.173	0.895	323 (323)
22	Liga	1X2	Quant Wizard	CatBoost	6.94%	0.187	0.948	127 (127)
23	Primeira Liga	1X2	Quant Wizard	XGBoost	6.66%	0.164	0.842	98 (98)
24	Primeira Liga	1X2	Quant Wizard	CatBoost	6.43%	0.173	0.894	323 (323)
25	Primeira Liga	1X2	Quant Wizard	CatBoost	6.29%	0.173	0.895	323 (323)

Only true predictions made before a future game are included (no back test). The models are sorted by ROI using Pinnacle™ odds at the time of prediction. To qualify for the leaderboard, a model should have at least 50 predictions.

Better ROI than betting on the favorite using Pinnacle™ closing odds.

Better ROI than betting on a home team win.

Worse ROI than both baselines.