Model accuracy
Every model, every market, every league, with the sample size behind each figure. Markets currently losing money are shown alongside the ones that are not, because a record that only reports its wins is not a record.
- 15,622matches indexed
- 450teams tracked
- 230tournaments
- 35,844predictions graded
How to read this page
Each cell shows the hit rate, the picks behind it as correct out of total, the return on a flat one-unit stake at the market price, and the Brier score. A dash means no graded picks in that combination, which is not the same as a zero.
Brier is the mean squared error of the stated probability against what actually happened, so lower is better and 0.250 is what saying 50% every time would score. Hit rate and return can disagree: a model can be right often at short prices and still lose money, or be right less often at generous prices and profit. Both are shown because neither is sufficient alone.
By market
All leagues combined, excluding those flagged low-accuracy for having too few graded results to be meaningful.
| Market | FastTree | LightGBM | PCA Sweep | Consensus |
|---|---|---|---|---|
| Series Winner | 61%80/131-2.9%B 0.239 | 63%113/180-3.5%B 0.226 | 67%87/130+10.1%B 0.211 | 61%69/113-4.6%B 0.233 |
| Game Winner | 63%123/195+3.4%B 0.218 | 59%156/266-0.9%B 0.250 | 60%139/232+4.2%B 0.244 | 64%131/204+7.0%B 0.225 |
| Series Handicap Winner | 48%78/162-0.3%B 0.267 | 45%93/207-8.8%B 0.269 | 51%89/176+3.4%B 0.259 | 45%75/165-2.9%B 0.252 |
| Total Maps | 38%6/16-37.9%B 0.103 | 58%7/12-5.8%B 0.147 | 26%5/19-56.7%B 0.125 | 20%2/10-56.4%B 0.118 |
| Exact Score | 34%66/193-3.5%B 0.203 | 29%60/204-13.5%B 0.213 | 32%57/176+12.8%B 0.195 | 34%54/159-2.2%B 0.206 |
| Series Total Kills | 55%157/283+1.5%B 0.256 | 57%141/246+4.9%B 0.251 | 58%116/199+6.7%B 0.251 | 58%116/199+6.7%B 0.249 |
| Game 1 Prelive Total Kills | 50%101/204-9.2%B 0.269 | 52%97/186-4.3%B 0.256 | 56%77/137+3.3%B 0.244 | 55%85/154+1.1%B 0.249 |
| Later Game Prelive Total Kills | 53%69/130-1.4%B 0.261 | 50%56/112-7.0%B 0.266 | 55%69/126+0.9%B 0.254 | 51%56/110-5.8%B 0.260 |
| Game Post-Draft Total Kills | 58%200/344+6.7%B 0.246 | 57%178/313+4.5%B 0.248 | 52%191/365-3.8%B 0.267 | 57%190/334+4.5%B 0.249 |
| Player Prelive Total Kills | 100%8/8+90.3%B 0.135 | 71%10/14+37.0%B 0.201 | 81%13/16+57.8%B 0.176 | 81%13/16+56.9%B 0.180 |
| Player Post-Draft Total Kills | 55%6/11+1.5%B 0.237 | 44%4/9-13.6%B 0.289 | 36%4/11-31.4%B 0.325 | 45%5/11-11.8%B 0.302 |
By league
Match-winner markets only, series and per-game combined. The other markets are in the table above, where their different sample sizes can be compared directly.
| League | FastTree | LightGBM | PCA Sweep | Consensus | Latest |
|---|---|---|---|---|---|
| LCK | 56%27/48-12.6%B 0.244 | 60%61/102-7.8%B 0.234 | 57%62/109+0.1%B 0.250 | 65%30/46-1.8%B 0.199 | 2026-09-06 |
| LEC | 66%37/56+6.7%B 0.200 | 62%24/39+12.4%B 0.229 | 66%33/50+7.3%B 0.218 | 63%29/46+0.5%B 0.213 | 2026-09-06 |
| LES | 61%22/36-7.8%B 0.205 | 63%31/49+4.2%B 0.234 | 60%27/45-6.2%B 0.234 | 68%28/41+9.7%B 0.200 | 2026-09-06 |
| LCS | 64%25/39-1.2%B 0.207 | 64%28/44+6.9%B 0.254 | 72%28/39+12.4%B 0.203 | 65%26/40+6.7%B 0.229 | 2026-09-06 |
| CBLOL | 65%26/40+5.9%B 0.226 | 57%24/42-1.9%B 0.237 | 67%24/36+8.4%B 0.197 | 65%28/43+10.6%B 0.217 | 2026-09-06 |
| LCP | 79%15/19+41.2%B 0.164 | 58%15/26-12.0%B 0.279 | 65%13/20+12.0%B 0.227 | 71%12/17+20.7%B 0.206 | 2026-08-16 |
| CD | 67%16/24+9.9%B 0.240 | 74%17/23+6.3%B 0.159 | 67%2/3-18.7%B 0.220 | 70%14/20+9.1%B 0.224 | 2026-09-08 |
| TCL | 70%7/10+43.6%B 0.228 | 52%14/27-2.5%B 0.215 | 87%13/15+71.9%B 0.170 | 80%12/15+56.3%B 0.181 | 2026-09-03 |
| LFL | 44%4/9-39.2%B 0.337 | 65%20/31-0.3%B 0.273 | 57%4/7-21.9%B 0.313 | 38%3/8-49.6%B 0.379 | 2026-08-20 |
| LJL | 50%5/10-16.7%B 0.248 | 60%12/20-16.0%B 0.217 | 60%6/10-11.6%B 0.205 | 60%6/10-2.6%B 0.224 | 2026-06-03 |
| MSI | 38%5/13-25.4%B 0.322 | 67%2/3+54.0%B 0.221 | 56%10/18+44.1%B 0.268 | 42%5/12-19.2%B 0.289 | 2026-07-12 |
| LPL | 89%8/9+51.4%B 0.161 | 56%9/16-6.4%B 0.280 | — | 50%3/6-24.0%B 0.339 | 2026-08-28 |
| LRN | 50%3/6-31.5%B 0.324 | 50%2/4-23.0%B 0.337 | 67%2/3+2.7%B 0.178 | 33%1/3-54.7%B 0.376 | 2026-09-07 |
| EMEA Masters | 33%1/3-54.7%B 0.314 | 33%2/6-20.3%B 0.405 | 0%0/1-100.0%B 0.510 | 20%1/5-74.4%B 0.463 | 2026-06-15 |
| Prime League | 100%1/1+40.0%B 0.018 | 64%7/11-10.4%B 0.205 | 50%1/2-14.0%B 0.215 | 100%1/1+72.0%B 0.155 | 2026-08-27 |
| Esports World Cup | 33%1/3-54.7%B 0.391 | 33%1/3-54.7%B 0.350 | 25%1/4-66.0%B 0.490 | 25%1/4-66.0%B 0.376 | 2026-07-17 |
| All leagues | 62%203/326+0.8%B 0.226 | 60%269/446-2.0%B 0.240 | 62%226/362+6.3%B 0.232 | 63%200/317+2.9%B 0.228 | — |
Figures describe past predictions that were published before their matches began and graded against scraped results. Past performance does not indicate future results. Predictions are generated by machine-learning models and do not guarantee outcomes. For informational purposes only; not financial advice.