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Series Predictions
TLN PiratesEsprit Shonen


FastTree
· free model
TLN Pirates77.3%
Esprit Shonen22.7%
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Head-to-Head & Form
TLN PiratesElo Rating
1647
Tournament Record
3-2
(8-8)
Overall Record
46W - 34L (57.5%)
Current Streak
1L
H2H Win Rate
68.1%
VS
Esprit ShonenElo Rating
1340
Tournament Record
–
Overall Record
52W - 42L (55.3%)
Current Streak
11L
H2H Win Rate
31.9%
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
TLN Pirates +460 Elo
Impact
23.1%
TLN Pirates
2
Objective ControlObjective ControlA combined objective control signal blending dragons, heralds, and barons taken per game.
TLN Pirates +174
TLN Pirates leads this stat - but weighed with the rest of this matchup, it shifts the model toward Esprit Shonen.
Impact
21.9%
Counts for Esprit Shonen
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
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
TLN Pirates +21.7%
Impact
12.9%
TLN Pirates
4
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
TLN Pirates +43.4% expected WR
Impact
11.4%
TLN Pirates
5
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
TLN Pirates +155
Impact
10%
TLN Pirates
6
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
TLN Pirates +969
Impact
6%
TLN Pirates
7
Opponent Avg Elo
TLN Pirates +0.481
Impact
5.1%
TLN Pirates
8
Head-to-Head History
TLN Pirates +36.2% WR
Impact
3%
TLN Pirates
9
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.
TLN Pirates +0.481
Impact
1.3%
TLN Pirates
10
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
TLN Pirates +314
Impact
1.3%
TLN Pirates
Scouting Report
TLN Pirates
BLUE
Higher rated overall
Cleaner teamfighting (better KDA)
Better gold generation
Higher damage output
Better vision control
Esprit Shonen
RED
Higher first blood rate
Stronger first tower pressure