Berlin International Gaming vs NightBirds - EMEA Masters
Oct 1, 18:00·Bo3
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Series Predictions
Berlin International GamingNightBirds
FastTree
· free model
Berlin International Gaming35.2%
NightBirds64.8%
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Head-to-Head & Form
Berlin International GamingElo Rating
1654
Tournament Record
4-2
(5-2)
Overall Record
135W - 66L (67.2%)
Current Streak
3W
H2H Win Rate
66.6%
VS
NightbirdsElo Rating
1628
Tournament Record
3-3
(4-5)
Overall Record
123W - 46L (72.8%)
Current Streak
4L
H2H Win Rate
33.4%
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
Win Rate
Nightbirds +5.6% WR
Nightbirds leads this stat - but weighed with the rest of this matchup, it shifts the model toward Berlin International Gaming.
Impact
21%
Counts for Berlin International 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.
2
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Nightbirds +654
Impact
18.1%
Nightbirds
3
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Berlin International Gaming +17
Berlin International Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward Nightbirds.
Impact
13.6%
Counts for Nightbirds
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
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Berlin International Gaming +480
Impact
8.6%
Berlin International Gaming
5
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
Nightbirds +767
Nightbirds leads this stat - but weighed with the rest of this matchup, it shifts the model toward Berlin International Gaming.
Impact
8.1%
Counts for Berlin International 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
Elo Rating
Berlin International Gaming +40 Elo
Impact
6%
Berlin International Gaming
7
Head-to-Head History
Berlin International Gaming +33.2% WR
Impact
5.1%
Berlin International Gaming
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.
Berlin International Gaming +0.15
Impact
4.1%
Berlin International Gaming
9
Objective ControlObjective ControlA combined objective control signal blending dragons, heralds, and barons taken per game.
Nightbirds +61
Nightbirds leads this stat - but weighed with the rest of this matchup, it shifts the model toward Berlin International Gaming.
Impact
3.7%
Counts for Berlin International 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.
10
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Berlin International Gaming +5.7% expected WR
Impact
2.8%
Berlin International Gaming
Scouting Report
Berlin International Gaming
BLUE
Higher rated overall
Better vision control
Nightbirds
RED
Stronger win record (73%)
Cleaner teamfighting (better KDA)
Better gold generation
Higher damage output
Stronger early game (gold lead at 15)