Riyadh Masters 2023 · BO2
result vs predictionseries probability
68%32%
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.
Team Spirit
Rubicksignature
Mira · 60 games
Beastmastersignature
Collapse · 28 games
Lichsignature
Miposhka · 28 games
Snapfiresignature
Larl · 28 games
Storm Spiritsignature
Larl · 28 games
Undyingoften banned
Miposhka · 26 games
Ember Spiritsignature
Larl · 25 games
Enchantresssignature
Miposhka · 24 games
Xtreme Gaming
Storm Spiritoften banned
Paparazi · 23 games
Ember Spiritoften banned
Paparazi · 19 games
Miranasignature
Dy · 19 games
Rubick
Kaka · 18 games
Alchemistsignature
Ghost · 14 games
Doomsignature
JT- · 14 games
Lion
Kaka · 12 games
Pangolieroften banned
Paparazi · 11 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
644 picks · 687 bans
Rubick
519 picks · 340 bans
Doom
450 picks · 967 bans
Batrider
422 picks · 929 bans
Ember Spirit
405 picks · 859 bans
Void Spirit
391 picks · 348 bans
Beastmaster
386 picks · 1004 bans
Pugna
382 picks · 447 bans
Prediction components
Form (series winrate)39% vs 39%
Hero pool strength51% Team Spirit
Head-to-head1 – 0
Model total68% Team Spirit
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 correct19:4
Team Spirit 58%Xtreme Gaming 42%
The model gave 58% on Team Spirit — the game was taken by Team Spirit in 20:17.
Expected value against opponent's pick · 12 mo
SvenYatoro
LycanGhost
Storm SpiritLarl
Dragon KnightPaparazi
Dark SeerCollapse
UnderlordJT-
Keeper of the LightMiposhka
SnapfireXinQ
ClockwerkMira
Elder TitanDy
Game 2prediction correct34:12
Team Spirit 59%Xtreme Gaming 41%
The model gave 59% on Team Spirit — the game was taken by Team Spirit in 40:48.
Expected value against opponent's pick · 12 mo
Faceless VoidYatoro
BloodseekerGhost
TimbersawCollapse
PuckPaparazi
Ember SpiritLarl
DoomJT-
Ancient ApparitionMiposhka
EnigmaXinQ
TuskMira
SilencerDy
Model check result
Model favoriteTeam Spirit · 68%
Series resultTeam Spirit 2:0
Series predictioncorrect
Accuracy by game2 of 2