SQUAD

Player ratings

94.7%

win probability

The Suspect

58.4%

accuracy

✕

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

70.9%

win probability

Lilmix

67.8%

accuracy

✓

APEX

ELO + Form + Streak + SOS (optimized)

69.8%

win probability

Lilmix

63.4%

accuracy

✓

NEXUS

APEX + ORACLE both >65% same direction

68.2%

win probability

Lilmix

72.5%

accuracy

✓

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

66.6%

win probability

Lilmix

64.4%

accuracy

✓

SOS

Rank + form + opponent strength

63.5%

win probability

Lilmix

63.8%

accuracy

✓

SENTINEL

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

63.5%

win probability

Lilmix

81.1%

accuracy

✓

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

62.6%

win probability

Lilmix

65.1%

accuracy

✓

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

60.1%

win probability

Lilmix

59.2%

accuracy

✓

OPEN

Rank + form + head-to-head

59.2%

win probability

The Suspect

59.0%

accuracy

✕

XGPRO

Rank + H2H for top matches

59.2%

win probability

The Suspect

61.9%

accuracy

✕

MAJOR

Rank + H2H + Form for major events

59.2%

win probability

The Suspect

62.2%

accuracy

✕

MIND

Psychology + tilt + H2H

58.2%

win probability

The Suspect

50.6%

accuracy

✕

FORM

Win rate last 10 matches

57.4%

win probability

The Suspect

52.6%

accuracy

✕

ELO

Team ELO rating

52.1%

win probability

The Suspect

63.9%

accuracy

✕