Riyadh Masters 2023 · BO2
result vs predictionseries probability
53%47%
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.
PSG Quest
Rubicksignature
OmaR · 45 games
Shadow Demonsignature
Kaori · 30 games
Clockwerksignature
Kaori · 27 games
Techiessignature
OmaR · 25 games
Pangolieroften banned
No!ob · 23 games
Silencer
Kaori · 23 games
Snapfiresignature
No!ob · 23 games
Tinysignature
No!ob · 23 games
Evil Geniuses
Rubick
Matthew · 32 games
Snapfire
Chris Luck · 32 games
Death Prophetsignature
Chris Luck · 30 games
Primal Beastsignature
Wisper · 28 games
Clockwerksignature
Panda · 26 games
Monkey Kingoften banned
Pakazs · 25 games
Undyingoften banned
Panda · 24 games
Batridersignature
Chris Luck · 23 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.
Techies
639 picks · 687 bans
Rubick
514 picks · 338 bans
Doom
449 picks · 971 bans
Batrider
416 picks · 927 bans
Ember Spirit
401 picks · 860 bans
Void Spirit
390 picks · 351 bans
Beastmaster
384 picks · 1002 bans
Pugna
382 picks · 448 bans
Prediction components
Form (series winrate)61% vs 39%
Hero pool strength54% PSG Quest
Head-to-head1 – 0
Model total53% PSG Quest
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 correct35:6
PSG Quest 52%Evil Geniuses 48%
The model gave 52% on PSG Quest — the game was taken by PSG Quest in 26:15.
Expected value against opponent's pick · 12 mo
Naga SirenTA2000
JuggernautPakazs
Storm SpiritNo!ob
BatriderChris Luck
Primal BeastMalik
BeastmasterWisper
PhoenixKaori
EnchantressMatthew
RubickOmaR
ClockwerkPanda
Game 2prediction correct22:25
PSG Quest 55%Evil Geniuses 45%
The model gave 55% on PSG Quest — the game was taken by PSG Quest in 40:46.
Expected value against opponent's pick · 12 mo
Naga SirenTA2000
LifestealerPakazs
BeastmasterMalik
PangolierChris Luck
TinyNo!ob
Dark SeerWisper
MiranaOmaR
RubickMatthew
PhoenixKaori
Elder TitanPanda
Model check result
Model favoritePSG Quest · 53%
Series resultPSG Quest 2:0
Series predictioncorrect
Accuracy by game2 of 2