ESL One Birmingham 2024 · BO2
result vs predictionseries probability
69%31%
probability at match start · final 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.
Team Falcons
Marssignature
ATF · 40 games
Crystal Maidensignature
Sneyking · 35 games
Pangoliersignature
Malr1ne · 31 game
Dragon Knightsignature
Malr1ne · 29 games
Doomsignature
ATF · 25 games
Shadow Demonsignature
Cr1t- · 25 games
Weaversignature
Skiter · 24 games
Hoodwinksignature
Cr1t- · 23 games
BETBOOM TEAM
Centaur Warrunneroften banned
MieRo · 26 games
Storm Spiritsignature
gpK~ · 20 games
Lion
Save- · 18 games
Mirana
TORONTOTOKYO · 17 games
Dragon Knightsignature
gpK~ · 16 games
Invokersignature
gpK~ · 16 games
Techiessignature
Save- · 16 games
Morphlingsignature
Nightfall · 15 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
462 picks · 202 bans
Batrider
444 picks · 832 bans
Centaur Warrunner
443 picks · 667 bans
Tiny
430 picks · 591 bans
Rubick
410 picks · 175 bans
Pangolier
388 picks · 694 bans
Mars
384 picks · 621 bans
Techies
383 picks · 297 bans
Prediction components
Form (series winrate)67% vs 43%
Hero pool strength59% Team Falcons
Head-to-head4 – 0
Model total69% 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 correct33:4
Team Falcons 61%BETBOOM TEAM 39%
The model gave 61% on Team Falcons — the game was taken by Team Falcons in 33:58.
Expected value against opponent's pick · 12 mo
ZeusSumaiL
LunaNightfall
KunkkaATF
TimbersawMieRo
Dragon KnightSkiter
Storm SpiritgpK~
MiranaSneyking
Crystal MaidenTORONTOTOKYO
HoodwinkCr1t-
LionSave-
Game 2prediction missed25:27
Team Falcons 60%BETBOOM TEAM 40%
The model gave 60% on Team Falcons — the game was taken by BETBOOM TEAM in 40:13.
Expected value against opponent's pick · 12 mo
TimbersawATF
GyrocopterNightfall
BloodseekerSkiter
SnipergpK~
KunkkaSumaiL
EnigmaMieRo
BatriderCr1t-
TinySave-
Crystal MaidenSneyking
OracleTORONTOTOKYO
Model check result
Model favoriteTeam Falcons · 69%
Accuracy by game1 of 2