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Series Predictions
ZEN EsportsDocta Esports


FastTree
· free model
ZEN Esports29.9%
Docta Esports70.1%
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Head-to-Head & Form
ZEN EsportsElo Rating
1352
Tournament Record
–
Overall Record
15W - 26L (36.6%)
Current Streak
1L
H2H Win Rate
44.2%
VS
Docta EsportsElo Rating
1400
Tournament Record
1-1
(3-4)
Overall Record
11W - 13L (45.8%)
Current Streak
3L
H2H Win Rate
55.8%
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
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Docta Esports +1563
Impact
21%
Docta Esports
2
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Docta Esports +400
Impact
16%
Docta Esports
3
Opponent Avg Elo
ZEN Esports +0.278
Impact
14.4%
ZEN Esports
4
Win Rate
Docta Esports +9.2% WR
Impact
12.4%
Docta Esports
5
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Docta Esports +10.4% expected WR
Docta Esports leads this stat - but weighed with the rest of this matchup, it shifts the model toward ZEN Esports.
Impact
7.6%
Counts for ZEN 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.
6
Elo Rating
Docta Esports +74 Elo
Impact
6.4%
Docta Esports
7
Combat PowerCombat PowerA combined combat signal blending damage to champions, damage per minute, and teamfight power.
Docta Esports +305
Impact
5.9%
Docta Esports
8
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.
ZEN Esports +0.278
Impact
5%
ZEN Esports
9
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Docta Esports +29
Impact
3.4%
Docta Esports
10
Win Streak
ZEN Esports +2 games
ZEN Esports leads this stat - but weighed with the rest of this matchup, it shifts the model toward Docta Esports.
Impact
3.1%
Counts for Docta 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
ZEN Esports
BLUE
Higher first blood rate
Docta Esports
RED
Higher rated overall
Stronger win record (46%)
Cleaner teamfighting (better KDA)
Better gold generation
Higher damage output