ESL One Birmingham 2026. Закрытые квалификации · BO3
result vs predictionseries probability
58%42%
probability at match start · final 2:1
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.
Aurora Gaming
Hoodwink
Mira · 27 games
Marsoften banned
TORONTOTOKYO · 23 games
Jakirooften banned
Oli · 22 games
Puckoften banned
Mikoto · 20 games
Ursaoften banned
Nightfall · 20 games
Shadow Demonsignature
Mira · 19 games
Abaddonoften banned
Nightfall · 18 games
Disruptorsignature
Panto · 16 games
1w Team
Pucksignature
Squad1x · 32 games
Warlock
kasane · 32 games
Queen of Painoften banned
Squad1x · 29 games
Leshracsignature
Squad1x · 28 games
Tinysignature
swedenstrong · 27 games
Hoodwink
swedenstrong · 25 games
Tusk
swedenstrong · 24 games
Disruptor
kasane · 20 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.
Jakiro
530 picks · 773 bans
Tusk
494 picks · 344 bans
Dragon Knight
459 picks · 637 bans
Centaur Warrunner
442 picks · 555 bans
Shadow Demon
376 picks · 686 bans
Gyrocopter
355 picks · 568 bans
Mars
342 picks · 455 bans
Slardar
320 picks · 889 bans
Prediction components
Form (series winrate)50% vs 57%
Hero pool strength52% 1w Team
Head-to-head6 – 0
Model total58% Aurora 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 correct35:17
Aurora Gaming 51%1w Team 49%
The model gave 51% on Aurora Gaming — the game was taken by Aurora Gaming in 39:23.
Expected value against opponent's pick · 12 mo
Phantom AssassinNightfall
Ember SpiritSquad1x
PuckMikoto
Dragon KnightMunkushi~
MarsWs
Centaur WarrunnerSSS
WarlockKaori
Bounty Hunterswedenstrong
TuskMira
Skywrath MageRein
Game 2prediction missed7:23
Aurora Gaming 52%1w Team 48%
The model gave 52% on Aurora Gaming — the game was taken by 1w Team in 30:34.
Expected value against opponent's pick · 12 mo
OmniknightNightfall
AbaddonMunkushi~
Dragon KnightMikoto
TidehunterSSS
AxeWs
Ember SpiritSquad1x
WarlockKaori
Ancient ApparitionRein
Dark WillowMira
Tuskswedenstrong
Game 3prediction correct25:10
Aurora Gaming 55%1w Team 45%
The model gave 55% on Aurora Gaming — the game was taken by Aurora Gaming in 31:31.
Expected value against opponent's pick · 12 mo
WindrangerNightfall
AbaddonMunkushi~
Ember SpiritMikoto
PuckSquad1x
Primal BeastWs
UnderlordSSS
LionMira
ChenRein
PhoenixKaori
Ringmasterswedenstrong
Model check result
Model favoriteAurora Gaming · 58%
Series resultAurora Gaming 2:1
Series predictioncorrect
Accuracy by game2 of 3