Riyadh Masters 2023 · BO2
result vs predictionseries probability
42%58%
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.
Evil Geniuses
Rubick
Matthew · 31 game
Death Prophetsignature
Chris Luck · 30 games
Snapfire
Wisper · 30 games
Primal Beastoften banned
Wisper · 27 games
Monkey Kingoften banned
Pakazs · 26 games
Clockwerksignature
Panda · 25 games
Silencersignature
Panda · 23 games
Timbersawsignature
Wisper · 23 games
9Pandas
Techiesoften banned
Antares · 48 games
Rubick
Antares · 43 games
Skywrath Magesignature
Antares · 36 games
Doomsignature
MieRo · 34 games
Undyingsignature
Solo · 33 games
Enigmasignature
MieRo · 32 games
Storm Spiritsignature
kiyotaka · 29 games
Beastmasteroften banned
MieRo · 26 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)40% vs 46%
Hero pool strength51% 9Pandas
Head-to-head1 – 1
Model total58% 9Pandas
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 missed33:16
Evil Geniuses 45%9Pandas 55%
The model gave 55% on 9Pandas — the game was taken by Evil Geniuses in 32:55.
Expected value against opponent's pick · 12 mo
Chaos KnightPakazs
Dragon KnightRAMZES666
LycanWisper
Broodmotherkiyotaka
Legion CommanderChris Luck
VisageMieRo
EnchantressPanda
PudgeAntares
SnapfireMatthew
Shadow DemonSolo
Game 2prediction missed36:19
Evil Geniuses 45%9Pandas 55%
The model gave 55% on 9Pandas — the game was taken by Evil Geniuses in 36:33.
Expected value against opponent's pick · 12 mo
MorphlingPakazs
Templar AssassinRAMZES666
SnapfireChris Luck
DoomMieRo
Legion CommanderWisper
Rubickkiyotaka
EnchantressPanda
ClinkzAntares
Bounty HunterMatthew
Shadow DemonSolo
Model check result
Model favorite9Pandas · 58%
Series resultEvil Geniuses 2:0
Series predictionmissed
Accuracy by game0 of 2