SQUAD

Player ratings

97.7%

win probability

Alliance

58.4%

accuracy

✓

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

75.5%

win probability

Alliance

64.4%

accuracy

✓

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

75.5%

win probability

Alliance

67.8%

accuracy

✓

NEXUS

APEX + ORACLE both >65% same direction

73.5%

win probability

Alliance

72.5%

accuracy

✓

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

72.7%

win probability

Alliance

65.1%

accuracy

✓

APEX

ELO + Form + Streak + SOS (optimized)

71.4%

win probability

Alliance

63.4%

accuracy

✓

WR10C

Win rate top-10 + ELO + form

71.0%

win probability

Alliance

61.8%

accuracy

✓

VANGUARD

Sharp consensus: ELO + WR10 both >65% same direction

69.7%

win probability

Alliance

73.4%

accuracy

✓

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

69.3%

win probability

Alliance

59.2%

accuracy

✓

ELO

Team ELO rating

68.3%

win probability

Alliance

63.9%

accuracy

✓

ELOFACE

ELO + training activity

62.2%

win probability

Alliance

64.4%

accuracy

✓

MIND

Psychology + tilt + H2H

58.0%

win probability

6666

50.6%

accuracy

✕

SOS

Rank + form + opponent strength

55.7%

win probability

Alliance

63.8%

accuracy

✓

ELOHQ

High-confidence ELO

54.8%

win probability

Alliance

70.7%

accuracy

✓