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Riyadh Masters 2023 · BO2
result vs prediction
TSMloss 0:2
series probability
55%45%
probability at match start · final 0:2
Team Secretwin 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.

TSM

Rubick
Rubick
Ari · 46 games
59%
Beastmaster
Beastmasteroften banned
kasane · 26 games
50%
Lycan
Lycansignature
kasane · 18 games
67%
Undying
Undyingsignature
Whitemon · 16 games
63%
Batrider
Batridersignature
Ari · 15 games
67%
Disruptor
Disruptor
Whitemon · 15 games
47%
Terrorblade
Terrorbladesignature
Timado · 15 games
67%
Death Prophet
Death Prophetsignature
kasane · 13 games
69%

Team Secret

Monkey King
Monkey Kingsignature
Crystallis · 18 games
61%
Snapfire
Snapfire
Armel · 15 games
40%
Bloodseeker
Bloodseekeroften banned
Crystallis · 13 games
46%
Ember Spirit
Ember Spiritoften banned
Armel · 12 games
50%
Magnus
Magnusoften banned
Armel · 12 games
33%
Pugna
Pugnaoften banned
yamich · 12 games
42%
Chen
Chenoften banned
Puppey · 11 games
45%
Enchantress
Enchantresssignature
Puppey · 10 games
60%
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
Techies
639 picks · 689 bans
54%
Rubick
Rubick
510 picks · 332 bans
47%
Doom
Doom
453 picks · 975 bans
54%
Batrider
Batrider
411 picks · 930 bans
51%
Ember Spirit
Ember Spirit
399 picks · 861 bans
48%
Void Spirit
Void Spirit
391 picks · 352 bans
55%
Beastmaster
Beastmaster
384 picks · 1003 bans
56%
Pugna
Pugna
381 picks · 448 bans
54%
Prediction components
Form (series winrate)26% vs 24%
Hero pool strength56% TSM
Head-to-head0 – 1
Model total55% TSM
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 missed6:27
TSM 52%Team Secret 48%
The model gave 52% on TSM — the game was taken by Team Secret in 33:35.
Expected value against opponent's pick · 12 mo
Snapfire
Snapfirebryle-
45% · 259 games54% · 198 games
UrsaCrystallis
Ursa
Underlord
Underlordkasane
54% · 82 games46% · 117 games
WindrangerArmel
Windranger
Chen
ChenWhitemon
52% · 78 games49% · 336 games
Primal BeastFbz
Primal Beast
Morphling
MorphlingTimado
50% · 236 games54% · 352 games
Batrideryamich
Batrider
Rubick
RubickAri
43% · 436 games55% · 88 games
Elder TitanPuppey
Elder Titan
Game 2prediction missed9:21
TSM 55%Team Secret 45%
The model gave 55% on TSM — the game was taken by Team Secret in 25:08.
Expected value against opponent's pick · 12 mo
Storm Spirit
Storm Spiritbryle-
54% · 271 game45% · 67 games
LifestealerCrystallis
Lifestealer
Bloodseeker
BloodseekerTimado
51% · 189 games44% · 253 games
TinyArmel
Tiny
Tidehunter
Tidehunterkasane
47% · 159 games44% · 133 games
Primal BeastFbz
Primal Beast
Techies
TechiesAri
52% · 304 games50% · 323 games
Batrideryamich
Batrider
Io
IoWhitemon
66% · 100 games47% · 247 games
EnchantressPuppey
Enchantress
Model check result
Model favoriteTSM · 55%
Series resultTeam Secret 0:2
Series predictionmissed
Accuracy by game0 of 2