ESL One Birmingham 2024 · BO1
result vs predictionseries probability
26%74%
probability at match start · final 0:1
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.
Heroic
Gyrocopter
KJ · 32 games
Pangoliersignature
4nalog · 20 games
Vengeful Spiritsignature
Scofield · 19 games
Tinyoften banned
Scofield · 17 games
Faceless Voidsignature
K1 · 16 games
Nature's Prophetoften banned
KJ · 14 games
Enchantresssignature
KJ · 13 games
Grimstrokesignature
KJ · 13 games
Tundra Esports
Techiessignature
9Class · 42 games
Rubicksignature
9Class · 34 games
Centaur Warrunnersignature
Tobi · 28 games
Lunasignature
Pure~ · 23 games
Brewmastersignature
Tobi · 22 games
Snipersignature
Topson · 20 games
Morphlingoften banned
Pure~ · 19 games
Batridersignature
9Class · 18 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.
Crystal Maiden
474 picks · 205 bans
Tiny
457 picks · 596 bans
Batrider
451 picks · 831 bans
Centaur Warrunner
449 picks · 659 bans
Rubick
425 picks · 178 bans
Pangolier
396 picks · 736 bans
Mars
392 picks · 619 bans
Techies
382 picks · 294 bans
Prediction components
Form (series winrate)45% vs 51%
Hero pool strength58% Tundra Esports
Head-to-head1 – 0
Model total74% Tundra Esports
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 correct25:39
Heroic 37%Tundra Esports 63%
The model gave 63% on Tundra Esports — the game was taken by Tundra Esports in 46:26.
Expected value against opponent's pick · 12 mo
Leshrac4nalog
Troll WarlordPure~
Faceless VoidK1
KunkkaTobi
Dark SeerDavai
ZeusTopson
ClockwerkScofield
Techies9Class
GyrocopterKJ
Elder TitanWhitemon
Model check result
Model favoriteTundra Esports · 74%
Series resultTundra Esports 0:1
Series predictioncorrect
Accuracy by game1 of 1