DreamLeague Season 23 · BO3
result vs predictionseries probability
43%57%
probability at match start · final 2:0
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.
Gaimin Gladiators
Crystal Maiden
Seleri · 28 games
Batridersignature
tOfu · 21 game
Alchemistoften banned
dyrachyo · 17 games
Gyrocopter
tOfu · 17 games
Pangoliersignature
Quinn · 17 games
Magnusoften banned
Ace · 16 games
Sniperoften banned
Quinn · 16 games
Leshracsignature
Quinn · 15 games
Tundra Esports
Techiessignature
9Class · 49 games
Rubicksignature
9Class · 37 games
Centaur Warrunnersignature
Tobi · 30 games
Lunasignature
Pure~ · 27 games
Morphlingoften banned
Pure~ · 24 games
Snipersignature
Topson · 24 games
Brewmastersignature
Tobi · 23 games
Clockwerksignature
Whitemon · 20 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
489 picks · 218 bans
Tiny
433 picks · 639 bans
Batrider
419 picks · 726 bans
Centaur Warrunner
405 picks · 581 bans
Gyrocopter
405 picks · 363 bans
Rubick
390 picks · 162 bans
Pangolier
374 picks · 802 bans
Shadow Demon
345 picks · 957 bans
Prediction components
Form (series winrate)40% vs 48%
Hero pool strength54% Tundra Esports
Head-to-head2 – 2
Model total57% 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 missed31:15
Gaimin Gladiators 47%Tundra Esports 53%
The model gave 53% on Tundra Esports — the game was taken by Gaimin Gladiators in 28:35.
Expected value against opponent's pick · 12 mo
LeshracQuinn
Troll WarlordPure~
Juggernautdyrachyo
WindrangerTopson
Legion CommanderAce
SlardarRAMZES666
GyrocoptertOfu
Muerta9Class
Crystal MaidenSeleri
BatriderWhitemon
Game 2prediction missed22:12
Gaimin Gladiators 45%Tundra Esports 55%
The model gave 55% on Tundra Esports — the game was taken by Gaimin Gladiators in 28:42.
Expected value against opponent's pick · 12 mo
Tinydyrachyo
BristlebackPure~
LeshracQuinn
ZeusTopson
AxeAce
Centaur WarrunnerRAMZES666
Dark WillowtOfu
Batrider9Class
VenomancerSeleri
Crystal MaidenWhitemon
Model check result
Model favoriteTundra Esports · 57%
Series resultGaimin Gladiators 2:0
Series predictionmissed
Accuracy by game0 of 2