Oct 31, 23:00·Bo3
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Series Predictions
Hanwha Life EsportsBILIBILI GAMING


FastTree
· free model
Hanwha Life Esports59.6%
BILIBILI GAMING40.4%
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Head-to-Head & Form
Hanwha Life EsportsElo Rating
1809
Tournament Record
2-2
(3-2)
Overall Record
211W - 127L (62.4%)
Current Streak
2W
H2H Win Rate
46.8%
VS
Bilibili GamingElo Rating
1811
Tournament Record
2-2
(3-3)
Overall Record
239W - 124L (65.8%)
Current Streak
2L
H2H Win Rate
53.2%
Main Prediction Drivers
Impact = how much this feature shifts the model's win probability. The value below each name is how much better the favored team is on that feature.
1
Elo Rating
Bilibili Gaming +3 Elo
Bilibili Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward Hanwha Life Esports.
Impact
15.3%
Counts for Hanwha Life Esports
The model weighs every driver together rather than one at a time. A team can lead a single stat here and still see the full matchup point the other way - this row is being outweighed by the rest of the picture, not ignored.
2
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Bilibili Gaming +100
Impact
13.3%
Bilibili Gaming
3
Win Rate
Bilibili Gaming +3.4% WR
Bilibili Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward Hanwha Life Esports.
Impact
12.2%
Counts for Hanwha Life Esports
The model weighs every driver together rather than one at a time. A team can lead a single stat here and still see the full matchup point the other way - this row is being outweighed by the rest of the picture, not ignored.
4
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Bilibili Gaming +0.4% expected WR
Bilibili Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward Hanwha Life Esports.
Impact
11%
Counts for Hanwha Life Esports
The model weighs every driver together rather than one at a time. A team can lead a single stat here and still see the full matchup point the other way - this row is being outweighed by the rest of the picture, not ignored.
5
H2HWin Rate Weighted
Bilibili Gaming +5.8% WR
Impact
9.5%
Bilibili Gaming
6
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Bilibili Gaming +1
Impact
8.4%
Bilibili Gaming
7
Schedule StrengthSchedule StrengthThe average Elo of opponents this team has faced. A 60% win rate against strong opponents is more impressive than against weak ones.
Hanwha Life Esports +0.071
Impact
6.7%
Hanwha Life Esports
8
Combat PowerCombat PowerA combined combat signal blending damage to champions, damage per minute, and teamfight power.
Hanwha Life Esports +2
Hanwha Life Esports leads this stat - but weighed with the rest of this matchup, it shifts the model toward Bilibili Gaming.
Impact
5.1%
Counts for Bilibili Gaming
The model weighs every driver together rather than one at a time. A team can lead a single stat here and still see the full matchup point the other way - this row is being outweighed by the rest of the picture, not ignored.
9
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
Bilibili Gaming +11%
Bilibili Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward Hanwha Life Esports.
Impact
4.4%
Counts for Hanwha Life Esports
The model weighs every driver together rather than one at a time. A team can lead a single stat here and still see the full matchup point the other way - this row is being outweighed by the rest of the picture, not ignored.
10
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
Bilibili Gaming +429
Bilibili Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward Hanwha Life Esports.
Impact
4.2%
Counts for Hanwha Life Esports
The model weighs every driver together rather than one at a time. A team can lead a single stat here and still see the full matchup point the other way - this row is being outweighed by the rest of the picture, not ignored.
Scouting Report
Hanwha Life Esports
BLUE
Well-rounded profile
Bilibili Gaming
RED
Cleaner teamfighting (better KDA)
Stronger early game (gold lead at 15)
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