Riyadh Masters 2023 · BO2
result vs predictionseries probability
40%60%
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.
Xtreme Gaming
Miranasignature
Dy · 19 games
Storm Spiritoften banned
Paparazi · 19 games
Rubick
Kaka · 16 games
Ember Spiritoften banned
Paparazi · 15 games
Doomsignature
JT- · 14 games
Alchemistsignature
Ghost · 12 games
Lion
Kaka · 12 games
Magnusoften banned
JT- · 10 games
PSG Quest
Rubicksignature
OmaR · 41 game
Clockwerksignature
Kaori · 27 games
Shadow Demonsignature
Kaori · 27 games
Techiessignature
OmaR · 24 games
Pangolieroften banned
No!ob · 22 games
Phoenix
Kaori · 22 games
Silenceroften banned
Kaori · 22 games
Tinysignature
No!ob · 22 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
638 picks · 690 bans
Rubick
493 picks · 325 bans
Doom
450 picks · 980 bans
Batrider
402 picks · 927 bans
Ember Spirit
400 picks · 855 bans
Void Spirit
393 picks · 353 bans
Beastmaster
380 picks · 1009 bans
Pugna
380 picks · 448 bans
Prediction components
Form (series winrate)42% vs 66%
Hero pool strength55% PSG Quest
Head-to-head1 – 0
Model total60% 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 correct10:32
Xtreme Gaming 44%PSG Quest 56%
The model gave 56% on PSG Quest — the game was taken by PSG Quest in 41:47.
Expected value against opponent's pick · 12 mo
MorphlingGhost
SlarkTA2000
BroodmotherJT-
MarsMalik
PangolierPaparazi
SnapfireNo!ob
Elder TitanDy
Shadow DemonKaori
Monkey KingXinQ
MiranaOmaR
Game 2prediction missed33:29
Xtreme Gaming 44%PSG Quest 56%
The model gave 56% on PSG Quest — the game was taken by Xtreme Gaming in 52:43.
Expected value against opponent's pick · 12 mo
Faceless VoidGhost
PangolierNo!ob
Storm SpiritPaparazi
Dark SeerMalik
PudgeJT-
SlarkTA2000
Skywrath MageXinQ
RubickOmaR
Elder TitanDy
SilencerKaori
Model check result
Model favoritePSG Quest · 60%
Accuracy by game1 of 2