Leaderboard

Best performing user generated models

#	Competition	Market	User	Algorithm	ROI	RPS	Log Loss	Predictions (possible)
1	Ligue 1	1X2		Decision Trees	24.24%	0.190	0.967	89 (89)
2	Primeira Liga	1X2	Quant Wizard	XGBoost	18.79%	0.164	0.849	71 (71)
3	Ligue 1	1X2	John W	CatBoost	16.27%	0.201	0.975	115 (207)
4	Liga	1X2	Quant Wizard	CatBoost	14.96%	0.175	0.937	90 (90)
5	Primeira Liga	1X2	Quant Wizard	XGBoost	13.09%	0.175	0.883	519 (519)
6	Primeira Liga	1X2	Quant Wizard	XGBoost	12.29%	0.174	0.879	519 (519)
7	Liga	1X2	Quant Wizard	CatBoost	12.17%	0.179	0.948	90 (90)
8	Liga	1X2	Quant Wizard	CatBoost	12.17%	0.178	0.944	90 (90)
9	Ligue 1	1X2	singinanarchist	Decision Trees	10.39%	0.209	1.018	234 (234)
10	Primeira Liga	1X2	Quant Wizard	XGBoost	10.05%	0.163	0.842	71 (71)
11	Primeira Liga	1X2	Quant Wizard	XGBoost	9.66%	0.175	0.881	501 (501)
12	Liga	1X2	John W	XGBoost	9.48%	0.187	0.959	281 (281)
13	Primeira Liga	1X2	Quant Wizard	XGBoost	7.40%	0.179	0.929	215 (215)
14	Premier League	1X2	John W	XGBoost	6.30%	0.178	0.907	270 (270)
15	Brasileirão Serie A	1X2	Quant Wizard	CatBoost	6.26%	0.208	1.013	108 (108)
16	Primeira Liga	1X2	Quant Wizard	CatBoost	6.17%	0.156	0.829	71 (71)
17	Primeira Liga	1X2	Quant Wizard	CatBoost	6.00%	0.175	0.904	296 (296)
18	Primeira Liga	1X2	Quant Wizard	XGBoost	5.79%	0.161	0.837	71 (71)
19	Ligue 1	1X2	John W	CatBoost	5.58%	0.210	1.013	207 (207)
20	Primeira Liga	1X2	Quant Wizard	CatBoost	5.56%	0.160	0.845	71 (71)
21	Primeira Liga	1X2	Quant Wizard	CatBoost	5.16%	0.174	0.902	296 (296)
22	Liga	1X2	Quant Wizard	CatBoost	4.80%	0.183	0.953	359 (359)
23	Ligue 1	1X2	John W	CatBoost	4.40%	0.211	1.013	207 (207)
24	Primeira Liga	1X2	Quant Wizard	CatBoost	4.27%	0.174	0.902	296 (296)
25	Primeira Liga	1X2	Quant Wizard	XGBoost	4.16%	0.188	0.934	71 (71)

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.