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Series Predictions
ZYBIci Japon Corp


FastTree
· free model
Uncertain
ZYB46.5%
Ici Japon Corp53.5%
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Head-to-Head & Form
ZYB EsportElo Rating
1359
Tournament Record
–
Overall Record
11W - 24L (31.4%)
Current Streak
4L
H2H Win Rate
47.5%
VS
Ici Japon Corp. EsportElo Rating
1454
Tournament Record
1-2
(2-4)
Overall Record
53W - 55L (49.1%)
Current Streak
2L
H2H Win Rate
52.5%
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.
Ici Japon Corp. Esport +886
Impact
19.1%
Ici Japon Corp. Esport
2
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
ZYB Esport +771
Impact
17.8%
ZYB Esport
3
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Ici Japon Corp. Esport +19.3% expected WR
Impact
11.3%
Ici Japon Corp. Esport
4
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
Ici Japon Corp. Esport +21.7%
Impact
8.3%
Ici Japon Corp. Esport
5
Elo Rating
Ici Japon Corp. Esport +141 Elo
Ici Japon Corp. Esport leads this stat - but weighed with the rest of this matchup, it shifts the model toward ZYB Esport.
Impact
7.9%
Counts for ZYB Esport
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
Win Rate
Ici Japon Corp. Esport +17.6% WR
Impact
6.2%
Ici Japon Corp. Esport
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.
ZYB Esport +0.062
Impact
5%
ZYB Esport
8
Win Streak
Ici Japon Corp. Esport +2 games
Ici Japon Corp. Esport leads this stat - but weighed with the rest of this matchup, it shifts the model toward ZYB Esport.
Impact
5%
Counts for ZYB Esport
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
Head-to-Head History
Ici Japon Corp. Esport +5.1% WR
Ici Japon Corp. Esport leads this stat - but weighed with the rest of this matchup, it shifts the model toward ZYB Esport.
Impact
4.3%
Counts for ZYB Esport
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
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Ici Japon Corp. Esport +44
Impact
2.9%
Ici Japon Corp. Esport
Scouting Report
ZYB Esport
BLUE
Better vision control
Higher first blood rate
Ici Japon Corp. Esport
RED
Higher rated overall
Stronger win record (49%)
Cleaner teamfighting (better KDA)
Better gold generation
Higher damage output