SQUAD

Player ratings

89.9%

win probability

TDK

59.2%

accuracy

✕

WR10P

Pure win rate vs top-10

73.1%

win probability

TDK

54.7%

accuracy

✕

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

72.3%

win probability

1win

63.8%

accuracy

✓

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

72.3%

win probability

1win

68.9%

accuracy

✓

NEXUS

APEX + ORACLE both >65% same direction

70.6%

win probability

1win

75.5%

accuracy

✓

APEX

ELO + Form + Streak + SOS (optimized)

68.9%

win probability

1win

64.0%

accuracy

✓

SOS

Rank + form + opponent strength

62.0%

win probability

1win

64.1%

accuracy

✓

SENTINEL

Anti-signal: SOS >60% confirmed by Mind anti-prediction

62.0%

win probability

1win

81.5%

accuracy

✓

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

61.3%

win probability

1win

63.9%

accuracy

✓

ELO

Team ELO rating

56.0%

win probability

1win

65.2%

accuracy

✓

WR10

Rank + H2H + win rate vs top-10

55.9%

win probability

TDK

67.0%

accuracy

✕

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

55.4%

win probability

1win

56.0%

accuracy

✓

MIND

Psychology + tilt + H2H

55.0%

win probability

TDK

50.4%

accuracy

✕

ELOFACE

ELO + training activity

53.9%

win probability

1win

65.7%

accuracy

✓

WR10C

Win rate top-10 + ELO + form

53.2%

win probability

TDK

63.6%

accuracy

✕