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Series Predictions
Invictus GamingTop Esports
FastTree
· free model
Invictus Gaming41.5%
Top Esports58.5%
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Head-to-Head & Form
Invictus GamingElo Rating
1698
Tournament Record
1-1
(4-4)
Overall Record
141W - 127L (52.6%)
Current Streak
1W
H2H Win Rate
44.7%
VS
Top EsportsElo Rating
1677
Tournament Record
1-0
(3-1)
Overall Record
190W - 133L (58.8%)
Current Streak
3W
H2H Win Rate
55.3%
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.
Invictus Gaming +126
Invictus Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward Top Esports.
Impact
18.7%
Counts for Top 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
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Invictus Gaming +9
Invictus Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward Top Esports.
Impact
16.2%
Counts for Top 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.
3
Win Rate
Top Esports +6.2% WR
Top Esports leads this stat - but weighed with the rest of this matchup, it shifts the model toward Invictus Gaming.
Impact
14.6%
Counts for Invictus 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.
4
Head-to-Head History
Top Esports +10.7% WR
Impact
11.7%
Top Esports
5
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Top Esports +150
Top Esports leads this stat - but weighed with the rest of this matchup, it shifts the model toward Invictus Gaming.
Impact
7.4%
Counts for Invictus 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.
6
Opponent Avg Elo
Invictus Gaming +0
Impact
6%
Invictus Gaming
7
Combat PowerCombat PowerA combined combat signal blending damage to champions, damage per minute, and teamfight power.
Invictus Gaming +7
Invictus Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward Top Esports.
Impact
5.9%
Counts for Top 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.
8
Elo Rating
Invictus Gaming +21 Elo
Impact
5.5%
Invictus Gaming
9
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Invictus Gaming +3% expected WR
Impact
4.6%
Invictus Gaming
10
H2HWin Rate Weighted
Top Esports +10.7% WR
Impact
2.7%
Top Esports
Scouting Report
Invictus Gaming
BLUE
Higher rated overall
Cleaner teamfighting (better KDA)
Stronger early game (gold lead at 15)
Top Esports
RED
Stronger win record (59%)