ESL One Berlin Major 2023 · BO2
result vs predictionseries probability
51%49%
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.
Talon Esports
Tusk
Q · 29 games
Tinysignature
Q · 25 games
Nature's Prophetsignature
Jabz · 24 games
Elder Titansignature
Oli · 18 games
Rubick
Q · 17 games
Pucksignature
Mikoto · 16 games
Templar Assassinsignature
Mikoto · 16 games
Monkey Kingsignature
23savage · 15 games
Team Spirit
Rubicksignature
Mira · 47 games
Snapfiresignature
Mira · 27 games
Tinysignature
Larl · 24 games
Enchantresssignature
Miposhka · 22 games
Undyingsignature
Miposhka · 21 game
Beastmastersignature
Collapse · 19 games
Centaur Warrunnersignature
Collapse · 18 games
Tusksignature
Larl · 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.
Rubick
1010 picks · 712 bans
Tiny
621 picks · 456 bans
Disruptor
585 picks · 441 bans
Nature's Prophet
554 picks · 892 bans
Tusk
516 picks · 388 bans
Snapfire
511 picks · 360 bans
Death Prophet
503 picks · 1195 bans
Ember Spirit
502 picks · 1099 bans
Prediction components
Form (series winrate)52% vs 50%
Hero pool strength51% Talon Esports
Head-to-head1 – 1
Model total51% 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 correct22:20
Talon Esports 48%Team Spirit 52%
The model gave 52% on Team Spirit — the game was taken by Team Spirit in 46:04.
Expected value against opponent's pick · 12 mo
Naga Siren23savage
Anti-MageYatoro
Void SpiritMikoto
DoomCollapse
UnderlordJabz
ViperLarl
TechiesQ
Crystal MaidenMira
DisruptorOli
LichMiposhka
Game 2prediction missed39:10
Talon Esports 50%Team Spirit 50%
The model gave 50% on Team Spirit — the game was taken by Talon Esports in 33:04.
Expected value against opponent's pick · 12 mo
Terrorblade23savage
DoomCollapse
Void SpiritMikoto
PangolierLarl
UnderlordJabz
MuertaYatoro
Keeper of the LightQ
Crystal MaidenMira
PugnaOli
VenomancerMiposhka
Model check result
Model favoriteTalon Esports · 51%
Accuracy by game1 of 2