ESL One Berlin Major 2023 · BO2
result vs predictionseries probability
59%41%
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.
LGD Gaming
Disruptorsignature
pLAnet · 16 games
Phoenixsignature
pLAnet · 16 games
Beastmastersignature
zeal · 15 games
Pangoliersignature
NothingToSay · 14 games
Ember Spiritoften banned
NothingToSay · 13 games
Miranasignature
pLAnet · 11 games
Rubick
pLAnet · 11 games
Tusk
pLAnet · 11 games
BETBOOM TEAM
Death Prophetsignature
Nightfall · 19 games
Rubicksignature
Save- · 18 games
Clockwerksignature
TORONTOTOKYO · 13 games
Leshracsignature
gpK~ · 13 games
Tiny
Save- · 13 games
Miranasignature
TORONTOTOKYO · 12 games
Pugnasignature
Save- · 12 games
Beastmasteroften banned
Nightfall · 10 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
1004 picks · 712 bans
Tiny
620 picks · 456 bans
Disruptor
584 picks · 438 bans
Nature's Prophet
554 picks · 892 bans
Tusk
516 picks · 388 bans
Snapfire
511 picks · 360 bans
Death Prophet
502 picks · 1195 bans
Ember Spirit
501 picks · 1096 bans
Prediction components
Form (series winrate)52% vs 33%
Hero pool strength52% LGD Gaming
Head-to-head0 – 0
Model total59% LGD 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 missed6:28
LGD Gaming 57%BETBOOM TEAM 43%
The model gave 57% on LGD Gaming — the game was taken by BETBOOM TEAM in 32:15.
Expected value against opponent's pick · 12 mo
Naga Sirenshiro
BloodseekerNightfall
Primal Beastzeal
UnderlordResolut1on
TinyNothingToSay
Storm SpiritgpK~
MiranapLAnet
EnchantressSave-
Disruptory`
Crystal MaidenTORONTOTOKYO
Game 2prediction correct38:9
LGD Gaming 55%BETBOOM TEAM 45%
The model gave 55% on LGD Gaming — the game was taken by LGD Gaming in 37:56.
Expected value against opponent's pick · 12 mo
Storm SpiritNothingToSay
AlchemistNightfall
Bloodseekershiro
Primal BeastgpK~
Legion Commanderzeal
UnderlordResolut1on
Keeper of the LightpLAnet
RubickSave-
Elder Titany`
Crystal MaidenTORONTOTOKYO
Model check result
Model favoriteLGD Gaming · 59%
Accuracy by game1 of 2