ACL X ESL Challenger China · BO3
result vs predictionseries probability
94%6%
probability at match start · final 2:0
EEExcel Esportsloss 0:2
The prediction was locked in using data as of the match start: hero winrates, form and head-to-head were computed only from games before it began. This is how the model's honest accuracy is verified.
Teams' go-to heroes · 6 months
Who plays what and how often they win. "Signature" — from 6 games with a 60%+ winrate: such a pick statistically raises the win chance.
Xtreme Gaming
Clockwerk
Poloson · 31 game
Muertasignature
Pyw · 23 games
Storm Spiritoften banned
Xm · 23 games
Tinyoften banned
Pyw · 22 games
Terrorbladesignature
niu · 20 games
Morphlingsignature
Ame · 19 games
Sand Kingsignature
Xxs · 19 games
Gyrocopteroften banned
lou · 18 games
Excel Esports
Batrider
Hara · 5 games
Dragon Knightoften banned
ButterflyEffect · 4 games
Linaoften banned
ButterflyEffect · 4 games
Tinyoften banned
生死 · 4 games
Clockwerk
RedPanda · 3 games
Lion
Hara · 3 games
Lycanoften banned
Manic · 3 games
Morphlingoften banned
Manic · 3 games
Patch meta · 3 months
The most picked heroes of the pro scene and their winrate. Picking a meta hero adds points to the team in the model.
Tiny
451 picks · 667 bans
Jakiro
416 picks · 409 bans
Phantom Assassin
351 picks · 725 bans
Bristleback
327 picks · 620 bans
Dragon Knight
316 picks · 523 bans
Muerta
313 picks · 187 bans
Beastmaster
301 picks · 590 bans
Warlock
295 picks · 273 bans
Prediction components
Form (series winrate)46% vs 57%
Hero pool strength63% Xtreme Gaming
Head-to-head0 – 0
Model total94% Xtreme Gaming
Prediction by game vs result
Probabilities were locked in using statistics as of the match start: the draft was assessed by hero comfort, counter-picks and late-game potential. We compare against the actual result.
Game 1prediction correct29:17
Xtreme Gaming 81%Excel Esports 19%
The model gave 81% on Xtreme Gaming — the game was taken by Xtreme Gaming in 49:59.
Expected value against opponent's pick · 12 mo
Nature's ProphetAme
MedusaManic
BeastmasterXm
Ember SpiritButterflyEffect
Centaur WarrunnerXxs
Timbersaw生死
Elder TitanPoloson
WindrangerCatYou
Shadow ShamanXinQ
JakiroRedPanda
Game 2prediction correct23:21
Xtreme Gaming 81%Excel Esports 19%
The model gave 81% on Xtreme Gaming — the game was taken by Xtreme Gaming in 38:51.
Expected value against opponent's pick · 12 mo
Naga SirenAme
Nature's ProphetManic
BeastmasterXxs
TinyButterflyEffect
Storm SpiritXm
Night Stalker生死
SilencerPoloson
Crystal MaidenRedPanda
MuertaXinQ
TuskCatYou
Model check result
Model favoriteXtreme Gaming · 94%
Series resultXtreme Gaming 2:0
Series predictioncorrect
Accuracy by game2 of 2