ESL One Birmingham 2024 · BO2
result vs predictionseries probability
52%48%
probability at match start · final 1:1
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.
Tundra Esports
Techiessignature
9Class · 40 games
Rubicksignature
9Class · 30 games
Centaur Warrunnersignature
Tobi · 27 games
Lunasignature
Pure~ · 22 games
Brewmastersignature
Tobi · 19 games
Batridersignature
9Class · 18 games
Snipersignature
Topson · 18 games
Clockwerksignature
Whitemon · 16 games
Heroic
Gyrocopter
KJ · 27 games
Vengeful Spiritsignature
KJ · 19 games
Pangoliersignature
4nalog · 18 games
Tinyoften banned
Scofield · 15 games
Faceless Voidsignature
K1 · 14 games
Lion
Scofield · 13 games
Nature's Prophetoften banned
KJ · 13 games
Primal Beastsignature
Davai · 13 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
470 picks · 203 bans
Batrider
449 picks · 828 bans
Tiny
447 picks · 594 bans
Centaur Warrunner
441 picks · 661 bans
Rubick
415 picks · 178 bans
Pangolier
391 picks · 713 bans
Mars
388 picks · 617 bans
Techies
379 picks · 293 bans
Prediction components
Form (series winrate)53% vs 48%
Hero pool strength58% Tundra Esports
Head-to-head0 – 1
Model total52% 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 missed34:40
Tundra Esports 53%Heroic 47%
The model gave 53% on Tundra Esports — the game was taken by Heroic in 1:01:18.
Expected value against opponent's pick · 12 mo
SvenPure~
LifestealerK1
SniperTopson
Keeper of the Light4nalog
VisageTobi
BrewmasterDavai
TechiesWhitemon
ClockwerkScofield
Tusk9Class
GyrocopterKJ
Game 2prediction correct31:39
Tundra Esports 54%Heroic 46%
The model gave 54% on Tundra Esports — the game was taken by Tundra Esports in 1:02:54.
Expected value against opponent's pick · 12 mo
SniperPure~
SlarkK1
PuckTopson
Centaur WarrunnerDavai
AbaddonTobi
Zeus4nalog
Shadow Demon9Class
EnchantressKJ
ClockwerkWhitemon
GyrocopterScofield
Model check result
Model favoriteTundra Esports · 52%
Accuracy by game1 of 2