ESL One Berlin Major 2023 · BO2
result vs predictionseries probability
31%69%
probability at match start · final 2:0
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
Miranasignature
Dy · 14 games
Tiny
Kaka · 12 games
Death Prophetsignature
JT- · 10 games
Storm Spiritoften banned
Paparazi · 8 games
Drow Rangersignature
Ghost · 7 games
Lionsignature
Kaka · 7 games
Rubick
Kaka · 7 games
Magnus
JT- · 6 games
Talon Esports
Tusk
Q · 29 games
Nature's Prophetsignature
Jabz · 24 games
Tinysignature
Q · 24 games
Elder Titansignature
Oli · 18 games
Pucksignature
Mikoto · 16 games
Rubicksignature
Q · 16 games
Templar Assassinsignature
Mikoto · 16 games
Monkey Kingsignature
23savage · 14 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.
Rubick
1001 picks · 704 bans
Tiny
632 picks · 466 bans
Nature's Prophet
571 picks · 920 bans
Disruptor
568 picks · 419 bans
Tusk
527 picks · 406 bans
Snapfire
526 picks · 369 bans
Death Prophet
513 picks · 1214 bans
Clockwerk
500 picks · 384 bans
Prediction components
Form (series winrate)60% vs 55%
Hero pool strength56% Talon Esports
Head-to-head0 – 0
Model total69% Talon 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 missed42:29
Xtreme Gaming 38%Talon Esports 62%
The model gave 62% on Talon Esports — the game was taken by Xtreme Gaming in 1:06:33.
Expected value against opponent's pick · 12 mo
SvenGhost
Bloodseeker23savage
UnderlordJT-
AlchemistJabz
Dragon KnightPaparazi
BatriderMikoto
RubickKaka
Nyx AssassinQ
PugnaDy
DisruptorOli
Game 2prediction missed17:22
Xtreme Gaming 38%Talon Esports 62%
The model gave 62% on Talon Esports — the game was taken by Xtreme Gaming in 36:39.
Expected value against opponent's pick · 12 mo
Naga SirenGhost
Wraith King23savage
Dragon KnightPaparazi
Storm SpiritMikoto
MagnusJT-
EnigmaJabz
Ancient ApparitionDy
Bounty HunterQ
Dark WillowKaka
IoOli
Model check result
Model favoriteTalon Esports · 69%
Series resultXtreme Gaming 2:0
Series predictionmissed
Accuracy by game0 of 2