SQUAD

Player ratings

84.4%

win probability

CSDIILIT

59.0%

accuracy

✕

APEX

ELO + Form + Streak + SOS (optimized)

75.8%

win probability

Lilmix

64.0%

accuracy

✓

NEXUS

APEX + ORACLE both >65% same direction

75.2%

win probability

Lilmix

75.7%

accuracy

✓

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

74.6%

win probability

Lilmix

64.4%

accuracy

✓

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

74.6%

win probability

Lilmix

70.6%

accuracy

✓

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

72.2%

win probability

Lilmix

58.0%

accuracy

✓

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

69.2%

win probability

Lilmix

65.0%

accuracy

✓

WR10C

Win rate top-10 + ELO + form

66.9%

win probability

CSDIILIT

62.4%

accuracy

✕

OPEN

Rank + form + head-to-head

64.4%

win probability

CSDIILIT

60.2%

accuracy

✕

XGPRO

Rank + H2H for top matches

64.4%

win probability

CSDIILIT

62.6%

accuracy

✕

MAJOR

Rank + H2H + Form for major events

64.4%

win probability

CSDIILIT

62.9%

accuracy

✕

MIND

Psychology + tilt + H2H

62.4%

win probability

CSDIILIT

50.8%

accuracy

✕

FORM

Win rate last 10 matches

57.4%

win probability

CSDIILIT

53.7%

accuracy

✕

ELO

Team ELO rating

53.1%

win probability

CSDIILIT

64.8%

accuracy

✕

SOS

Rank + form + opponent strength

52.3%

win probability

Lilmix

64.0%

accuracy

✓

ELOFACE

ELO + training activity

52.0%

win probability

CSDIILIT

65.5%

accuracy

✕