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The International 2023 — Квалификации · BO5
result vs prediction
Azure Raywin 3:1
series probability
48%52%
probability at match start · final 3:1
Xtreme Gamingloss 1:3
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.

Azure Ray

Batrider
Batridersignature
天命 · 11 games
82%
Doom
Doomsignature
Chalice · 11 games
64%
Pangolier
Pangoliersignature
Somnus · 11 games
73%
Storm Spirit
Storm Spiritoften banned
Somnus · 11 games
55%
Enchantress
Enchantressoften banned
天命 · 10 games
50%
Pugna
Pugnasignature
天命 · 10 games
60%
Clockwerk
Clockwerksignature
zzq · 9 games
78%
Keeper of the Light
Keeper of the Lightsignature
fy · 9 games
67%

Xtreme Gaming

Storm Spirit
Storm Spiritoften banned
Paparazi · 22 games
55%
Mirana
Miranasignature
Dy · 21 game
62%
Ember Spirit
Ember Spiritoften banned
Paparazi · 19 games
53%
Rubick
Rubick
Kaka · 19 games
53%
Doom
Doomsignature
JT- · 15 games
73%
Alchemist
Alchemistsignature
Ghost · 14 games
79%
Bloodseeker
Bloodseekeroften banned
Ghost · 13 games
46%
Elder Titan
Elder Titansignature
Dy · 12 games
67%
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
564 picks · 607 bans
53%
Rubick
Rubick
464 picks · 238 bans
47%
Batrider
Batrider
425 picks · 791 bans
53%
Ember Spirit
Ember Spirit
375 picks · 697 bans
49%
Spirit Breaker
Spirit Breaker
370 picks · 374 bans
48%
Timbersaw
Timbersaw
341 picks · 832 bans
49%
Doom
Doom
340 picks · 722 bans
53%
Morphling
Morphling
338 picks · 718 bans
52%
Prediction components
Form (series winrate)50% vs 44%
Hero pool strength55% Azure Ray
Head-to-head3 – 0
Model total52% Xtreme Gaming
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 missed24:32
Azure Ray 47%Xtreme Gaming 53%
The model gave 53% on Xtreme Gaming — the game was taken by Azure Ray in 46:04.
Expected value against opponent's pick · 12 mo
Terrorblade
Terrorbladelou
46% · 190 games50% · 126 games
Queen of PainXm
Queen of Pain
Outworld Destroyer
Outworld DestroyerSomnus
54% · 35 games52% · 191 game
SlarkGhost
Slark
Brewmaster
BrewmasterChalice
49% · 32 games47% · 146 games
MarsJT-
Mars
Rubick
Rubickfy
47% · 609 games53% · 384 games
MiranaDy
Mirana
Clockwerk
Clockwerk天命
55% · 319 games48% · 338 games
Treant ProtectorXinQ
Treant Protector
Game 2prediction correct19:37
Azure Ray 49%Xtreme Gaming 51%
The model gave 51% on Xtreme Gaming — the game was taken by Xtreme Gaming in 47:36.
Expected value against opponent's pick · 12 mo
Terrorblade
Terrorbladelou
56% · 195 games53% · 210 games
MorphlingGhost
Morphling
Invoker
InvokerSomnus
47% · 74 games48% · 40 games
BrewmasterJT-
Brewmaster
Legion Commander
Legion CommanderChalice
53% · 59 games51% · 249 games
PangolierXm
Pangolier
Shadow Shaman
Shadow Shamanfy
58% · 17 games46% · 98 games
PhoenixDy
Phoenix
Undying
Undying天命
49% · 303 games40% · 51 game
Earth SpiritXinQ
Earth Spirit
Game 3prediction missed35:28
Azure Ray 49%Xtreme Gaming 51%
The model gave 51% on Xtreme Gaming — the game was taken by Azure Ray in 36:15.
Expected value against opponent's pick · 12 mo
Terrorblade
Terrorbladelou
49% · 159 games50% · 45 games
Phantom AssassinGhost
Phantom Assassin
Lina
LinaSomnus
58% · 142 games51% · 29 games
Outworld DestroyerXm
Outworld Destroyer
Silencer
SilencerChalice
54% · 216 games45% · 124 games
MarsJT-
Mars
Doom
Doomfy
51% · 248 games47% · 399 games
MiranaXinQ
Mirana
Clockwerk
Clockwerk天命
50% · 253 games48% · 421 game
UndyingDy
Undying
Game 4prediction correct42:18
Azure Ray 50%Xtreme Gaming 50%
The model gave 50% on Azure Ray — the game was taken by Azure Ray in 29:50.
Expected value against opponent's pick · 12 mo
Morphling
Morphlinglou
52% · 330 games56% · 155 games
Faceless VoidGhost
Faceless Void
Queen of Pain
Queen of PainSomnus
51% · 138 games49% · 63 games
RazorXm
Razor
Venomancer
VenomancerChalice
50% · 106 games48% · 115 games
MagnusJT-
Magnus
Invoker
Invoker天命
38% · 80 games48% · 458 games
RubickXinQ
Rubick
Clockwerk
Clockwerkfy
52% · 370 games52% · 233 games
EnchantressDy
Enchantress
Model check result
Model favoriteXtreme Gaming · 52%
Series resultAzure Ray 3:1
Series predictionmissed
Accuracy by game2 of 4