ESL One Berlin Major 2023 · BO2
result vs predictionseries probability
55%45%
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.
Team Liquid
Rubicksignature
Boxi · 30 games
Tusksignature
Boxi · 25 games
Nature's Prophetsignature
miCKe · 20 games
Pangoliersignature
Nisha · 18 games
Disruptorsignature
iNSaNiA · 17 games
Treant Protectorsignature
iNSaNiA · 17 games
Crystal Maidensignature
iNSaNiA · 15 games
Miranasignature
iNSaNiA · 13 games
Gaimin Gladiators
Rubicksignature
tOfu · 43 games
Nature's Prophetsignature
Ace · 28 games
Disruptorsignature
tOfu · 27 games
Pangoliersignature
Quinn · 27 games
Leshracsignature
Quinn · 25 games
Undyingsignature
Seleri · 24 games
Doomsignature
Ace · 21 game
Iosignature
Seleri · 21 game
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
998 picks · 708 bans
Tiny
629 picks · 465 bans
Disruptor
575 picks · 424 bans
Nature's Prophet
566 picks · 912 bans
Tusk
524 picks · 399 bans
Snapfire
521 picks · 367 bans
Death Prophet
513 picks · 1208 bans
Ember Spirit
499 picks · 1097 bans
Prediction components
Form (series winrate)66% vs 62%
Hero pool strength53% Team Liquid
Head-to-head5 – 5
Model total55% Team Liquid
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 missed14:20
Team Liquid 54%Gaimin Gladiators 46%
The model gave 54% on Team Liquid — the game was taken by Gaimin Gladiators in 26:55.
Expected value against opponent's pick · 12 mo
SvenmiCKe
Medusadyrachyo
Storm SpiritNisha
Ember SpiritQuinn
PugnaBoxi
BeastmasterAce
Nyx Assassinzai
EnchantressSeleri
RubickiNSaNiA
Keeper of the LighttOfu
Game 2prediction missed21:28
Team Liquid 53%Gaimin Gladiators 47%
The model gave 53% on Team Liquid — the game was taken by Gaimin Gladiators in 28:13.
Expected value against opponent's pick · 12 mo
AlchemistmiCKe
Terrorbladedyrachyo
Shadow FiendNisha
BloodseekerAce
Pangolierzai
LeshracQuinn
CheniNSaNiA
Spirit BreakertOfu
Skywrath MageBoxi
IoSeleri
Model check result
Model favoriteTeam Liquid · 55%
Series resultGaimin Gladiators 0:2
Series predictionmissed
Accuracy by game0 of 2