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Series Predictions
ZYBVitality.Bee


FastTree
· free model
ZYB31.7%
Vitality.Bee68.3%
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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
40.7%
VS
Vitality.BeeElo Rating
1470
Tournament Record
0-2
(1-4)
Overall Record
65W - 62L (51.2%)
Current Streak
3L
H2H Win Rate
59.3%
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
Elo Rating
Vitality.Bee +166 Elo
Impact
24.3%
Vitality.Bee
2
Recent Win RateRecent Win RateWin rate over the last 5 matches - the most direct measure of current form, faster-reacting than season-long stats.
ZYB Esport +0% WR
Impact
22.4%
ZYB Esport
3
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Vitality.Bee +22.2% expected WR
Impact
13%
Vitality.Bee
4
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 +0.068
Impact
9.3%
ZYB Esport
5
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Vitality.Bee +779
Impact
6.9%
Vitality.Bee
6
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
Vitality.Bee +19.8%
Impact
5.9%
Vitality.Bee
7
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
Vitality.Bee +983
Impact
4.3%
Vitality.Bee
8
Head-to-Head History
Vitality.Bee +18.5% WR
Impact
3.3%
Vitality.Bee
9
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Vitality.Bee +47
Impact
2.7%
Vitality.Bee
10
Opponent Avg Elo
ZYB Esport +0.068
ZYB Esport leads this stat - but weighed with the rest of this matchup, it shifts the model toward Vitality.Bee.
Impact
2.3%
Counts for Vitality.Bee
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.
Scouting Report
ZYB Esport
BLUE
Well-rounded profile
Vitality.Bee
RED
Higher rated overall
Stronger win record (51%)
Cleaner teamfighting (better KDA)
Better gold generation
Stronger early game (gold lead at 15)