ESL One Birmingham 2024 · BO2
result vs predictionseries probability
38%62%
probability at match start · final 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.
Gaimin Gladiators
Crystal Maidensignature
Seleri · 25 games
Pangoliersignature
Quinn · 20 games
Alchemistsignature
dyrachyo · 19 games
Gyrocopter
tOfu · 17 games
Batridersignature
tOfu · 16 games
Magnusoften banned
Ace · 16 games
Undyingoften banned
Seleri · 13 games
Vengeful Spiritoften banned
Seleri · 13 games
Xtreme Gaming
Centaur Warrunnersignature
Xxs · 21 game
Phoenixsignature
Dy · 19 games
Marssignature
Xxs · 18 games
Primal Beastoften banned
Xxs · 16 games
Shadow Demonsignature
XinQ · 15 games
Crystal Maidensignature
Dy · 14 games
Batridersignature
Dy · 13 games
Snipersignature
Xm · 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
471 picks · 204 bans
Batrider
450 picks · 830 bans
Tiny
448 picks · 593 bans
Centaur Warrunner
443 picks · 663 bans
Rubick
416 picks · 178 bans
Pangolier
391 picks · 719 bans
Mars
389 picks · 618 bans
Techies
380 picks · 293 bans
Prediction components
Form (series winrate)33% vs 49%
Hero pool strength56% Xtreme Gaming
Head-to-head1 – 1
Model total62% 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 correct5:30
Gaimin Gladiators 43%Xtreme Gaming 57%
The model gave 57% on Xtreme Gaming — the game was taken by Xtreme Gaming in 36:02.
Expected value against opponent's pick · 12 mo
ZeusQuinn
SvenAme
Chaos Knightdyrachyo
Keeper of the LightXm
AxeAce
Centaur WarrunnerXxs
BatridertOfu
Crystal MaidenDy
IoSeleri
Dark WillowXinQ
Game 2prediction correct19:20
Gaimin Gladiators 42%Xtreme Gaming 58%
The model gave 58% on Xtreme Gaming — the game was taken by Xtreme Gaming in 51:09.
Expected value against opponent's pick · 12 mo
ZeusQuinn
Templar AssassinXm
Gyrocopterdyrachyo
Chaos KnightAme
Centaur WarrunnerAce
SlardarXxs
TechiestOfu
Elder TitanXinQ
IoSeleri
BaneDy
Model check result
Model favoriteXtreme Gaming · 62%
Series resultXtreme Gaming 0:2
Series predictioncorrect
Accuracy by game2 of 2