ESL One Birmingham 2024 · BO3
result vs predictionseries probability
74%26%
probability at match start · final 1:2
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.
Team Falcons
Marssignature
ATF · 42 games
Crystal Maidensignature
Sneyking · 37 games
Dragon Knightsignature
Malr1ne · 33 games
Pangoliersignature
Malr1ne · 32 games
Hoodwinksignature
Cr1t- · 29 games
Shadow Demonsignature
Cr1t- · 29 games
Doomsignature
ATF · 27 games
Pucksignature
Malr1ne · 25 games
Tundra Esports
Techiessignature
9Class · 43 games
Rubicksignature
9Class · 34 games
Centaur Warrunnersignature
Tobi · 28 games
Lunasignature
Pure~ · 23 games
Brewmastersignature
Tobi · 22 games
Snipersignature
Topson · 20 games
Morphlingoften banned
Pure~ · 19 games
Batridersignature
9Class · 18 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
474 picks · 205 bans
Tiny
457 picks · 596 bans
Batrider
451 picks · 831 bans
Centaur Warrunner
448 picks · 658 bans
Rubick
425 picks · 178 bans
Pangolier
396 picks · 737 bans
Mars
391 picks · 618 bans
Techies
383 picks · 292 bans
Prediction components
Form (series winrate)63% vs 52%
Hero pool strength53% Team Falcons
Head-to-head1 – 0
Model total74% Team Falcons
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 missed20:36
Team Falcons 62%Tundra Esports 38%
The model gave 62% on Team Falcons — the game was taken by Tundra Esports in 42:42.
Expected value against opponent's pick · 12 mo
JuggernautSkiter
LunaPure~
BrewmasterATF
ClinkzTopson
PuckMalr1ne
KunkkaTobi
EnchantressSneyking
Shadow Demon9Class
HoodwinkCr1t-
DisruptorWhitemon
Game 2prediction correct39:18
Team Falcons 65%Tundra Esports 35%
The model gave 65% on Team Falcons — the game was taken by Team Falcons in 44:55.
Expected value against opponent's pick · 12 mo
RazorATF
MorphlingPure~
TimbersawMalr1ne
ZeusTopson
SvenSkiter
KunkkaTobi
HoodwinkCr1t-
Rubick9Class
DisruptorSneyking
ClockwerkWhitemon
Game 3prediction missed16:28
Team Falcons 64%Tundra Esports 36%
The model gave 64% on Team Falcons — the game was taken by Tundra Esports in 44:44.
Expected value against opponent's pick · 12 mo
SvenSkiter
MorphlingPure~
TimbersawMalr1ne
ZeusTopson
RazorATF
KunkkaTobi
EnchantressSneyking
Hoodwink9Class
Earth SpiritCr1t-
DisruptorWhitemon
Model check result
Model favoriteTeam Falcons · 74%
Series resultTundra Esports 1:2
Series predictionmissed
Accuracy by game1 of 3