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The Bali Major 2023 · BO2
result vs prediction
Tundra Esportsloss 1:1
series probability
62%38%
probability at match start · final 1:1
Execrationloss 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.

Tundra Esports

Doom
Doomsignature
33 · 35 games
63%
Mirana
Mirana
Sneyking · 33 games
55%
Beastmaster
Beastmasteroften banned
33 · 32 games
56%
Pangolier
Pangoliersignature
Nine · 31 game
71%
Enchantress
Enchantresssignature
Sneyking · 25 games
60%
Snapfire
Snapfiresignature
Saksa · 25 games
72%
Dragon Knight
Dragon Knightsignature
Nine · 22 games
68%
Undying
Undyingoften banned
Sneyking · 22 games
59%

Execration

Ember Spirit
Ember Spiritoften banned
Bob · 24 games
54%
Marci
Marcisignature
Shanks · 22 games
64%
Batrider
Batrideroften banned
Bob · 19 games
37%
Beastmaster
Beastmastersignature
Tino- · 19 games
74%
Visage
Visageoften banned
Tino- · 19 games
58%
Rubick
Rubick
Shanks · 16 games
50%
Enchantress
Enchantressoften banned
Shanks · 14 games
57%
Tiny
Tiny
Shanks · 14 games
57%
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.
Rubick
Rubick
669 picks · 455 bans
47%
Techies
Techies
643 picks · 682 bans
55%
Doom
Doom
575 picks · 1119 bans
54%
Beastmaster
Beastmaster
496 picks · 1225 bans
56%
Ember Spirit
Ember Spirit
494 picks · 1039 bans
49%
Disruptor
Disruptor
486 picks · 460 bans
50%
Enchantress
Enchantress
457 picks · 714 bans
49%
Pangolier
Pangolier
435 picks · 906 bans
54%
Prediction components
Form (series winrate)54% vs 31%
Hero pool strength55% Tundra Esports
Head-to-head0 – 0
Model total62% Tundra Esports
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 missed28:37
Tundra Esports 60%Execration 40%
The model gave 60% on Tundra Esports — the game was taken by Execration in 53:59.
Expected value against opponent's pick · 12 mo
Naga Siren
Naga SirenSkiter
54% · 89 games49% · 198 games
TerrorbladePalos
Terrorblade
Tidehunter
Tidehunter33
50% · 86 games53% · 254 games
DoomTino-
Doom
Dragon Knight
Dragon KnightNine
40% · 114 games49% · 179 games
Storm SpiritBob
Storm Spirit
Techies
TechiesSneyking
51% · 277 games51% · 143 games
PugnaShanks
Pugna
Snapfire
SnapfireAui_2000
51% · 208 games
Game 2prediction correct22:13
Tundra Esports 58%Execration 42%
The model gave 58% on Tundra Esports — the game was taken by Tundra Esports in 29:29.
Expected value against opponent's pick · 12 mo
Medusa
MedusaSkiter
58% · 128 games45% · 71 game
SvenPalos
Sven
Spirit Breaker
Spirit BreakerNine
52% · 126 games47% · 337 games
BeastmasterTino-
Beastmaster
Dark Seer
Dark Seer33
60% · 94 games50% · 292 games
PangolierBob
Pangolier
Snapfire
SnapfireAui_2000
47% · 294 games43% · 209 games
Skywrath MageShanks
Skywrath Mage
Techies
TechiesSneyking
53% · 267 games
Model check result
Model favoriteTundra Esports · 62%
Accuracy by game1 of 2