GMBLERS Esports vs NightBirds - EMEA Masters
Jun 8, 15:00·Bo1
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Series Predictions
NightBirds


FastTree
· free model
GMBLERS Esports36.9%
NightBirds63.1%
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Head-to-Head & Form
Elo Rating
1364
Tournament Record
–
Overall Record
63W - 69L (47.7%)
Current Streak
1L
H2H Win Rate
43.5%
VS
NightbirdsElo Rating
1590
Tournament Record
3-4
(4-7)
Overall Record
123W - 48L (71.9%)
Current Streak
6L
H2H Win Rate
56.5%
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
Elo Rating
Nightbirds +339 Elo
Impact
27.8%
Nightbirds
2
Objective ControlObjective ControlA combined objective control signal blending dragons, heralds, and barons taken per game.
Nightbirds +230
Nightbirds leads this stat - but weighed with the rest of this matchup, it shifts the model toward GMBLERS Esports.
Impact
24.8%
Counts for GMBLERS 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
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Nightbirds +37.6% expected WR
Impact
12.5%
Nightbirds
4
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
GMBLERS Esports +585
Impact
7.5%
GMBLERS Esports
5
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
Nightbirds +14.4%
Impact
4.9%
Nightbirds
6
Win Streak
GMBLERS Esports +5 games
Impact
4.7%
GMBLERS Esports
7
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
Nightbirds +1181
Impact
4.6%
Nightbirds
8
Opponent Avg Elo
Nightbirds +0.191
Impact
2.7%
Nightbirds
9
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Nightbirds +921
Impact
2.6%
Nightbirds
10
Head-to-Head History
Nightbirds +13% WR
Impact
2.6%
Nightbirds
Scouting Report
Better vision control
Nightbirds
RED
Higher rated overall
Stronger win record (72%)
Cleaner teamfighting (better KDA)
Better gold generation
Higher damage output