ESL One Birmingham 2024 · BO3
result vs predictionseries probability
48%52%
probability at match start · final 0:2
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
Techiessignature
9Class · 43 games
Rubicksignature
9Class · 35 games
Centaur Warrunnersignature
Tobi · 28 games
Lunasignature
Pure~ · 24 games
Brewmastersignature
Tobi · 22 games
Morphlingoften banned
Pure~ · 21 game
Snipersignature
Topson · 20 games
Batridersignature
9Class · 18 games
BETBOOM TEAM
Centaur Warrunneroften banned
MieRo · 26 games
Dragon Knightsignature
gpK~ · 19 games
Lion
Save- · 19 games
Storm Spiritsignature
gpK~ · 19 games
Miranasignature
TORONTOTOKYO · 18 games
Morphlingsignature
Nightfall · 17 games
Techiessignature
Save- · 16 games
Tinysignature
Save- · 16 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.
Crystal Maiden
473 picks · 204 bans
Batrider
443 picks · 796 bans
Tiny
443 picks · 595 bans
Centaur Warrunner
432 picks · 632 bans
Rubick
414 picks · 173 bans
Pangolier
380 picks · 727 bans
Mars
371 picks · 604 bans
Techies
363 picks · 276 bans
Prediction components
Form (series winrate)53% vs 45%
Hero pool strength54% Tundra Esports
Head-to-head1 – 2
Model total52% BETBOOM TEAM
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 correct15:26
Tundra Esports 46%BETBOOM TEAM 54%
The model gave 54% on BETBOOM TEAM — the game was taken by BETBOOM TEAM in 51:53.
Expected value against opponent's pick · 12 mo
MorphlingPure~
Phantom LancerNightfall
ZeusTopson
Dragon KnightgpK~
PangolierTobi
BeastmasterMieRo
Rubick9Class
Shadow DemonSave-
ClockwerkWhitemon
MiranaTORONTOTOKYO
Game 2prediction missed5:40
Tundra Esports 50%BETBOOM TEAM 50%
The model gave 50% on Tundra Esports — the game was taken by BETBOOM TEAM in 36:39.
Expected value against opponent's pick · 12 mo
LunaPure~
WeaverNightfall
PugnaTopson
KunkkaMieRo
BrewmasterTobi
PangoliergpK~
Batrider9Class
MiranaTORONTOTOKYO
ClockwerkWhitemon
LionSave-
Model check result
Model favoriteBETBOOM TEAM · 52%
Series resultBETBOOM TEAM 0:2
Series predictioncorrect
Accuracy by game1 of 2