APEX

ELO + Form + Streak + SOS (optimized)

70.5%

win probability

Lilmix

63.4%

accuracy

✓

NEXUS

APEX + ORACLE both >65% same direction

69.4%

win probability

Lilmix

74.2%

accuracy

✓

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

68.3%

win probability

Lilmix

64.1%

accuracy

✓

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

68.3%

win probability

Lilmix

69.5%

accuracy

✓

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

59.8%

win probability

Lilmix

64.9%

accuracy

✓

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

58.3%

win probability

Lilmix

57.9%

accuracy

✓

WR10C

Win rate top-10 + ELO + form

57.2%

win probability

Clutchain fe

62.2%

accuracy

✕

OPEN

Rank + form + head-to-head

56.9%

win probability

Clutchain fe

60.1%

accuracy

✕

XGPRO

Rank + H2H for top matches

56.9%

win probability

Clutchain fe

62.4%

accuracy

✕

MAJOR

Rank + H2H + Form for major events

56.9%

win probability

Clutchain fe

62.7%

accuracy

✕

SOS

Rank + form + opponent strength

56.9%

win probability

Lilmix

63.9%

accuracy

✓

MIND

Psychology + tilt + H2H

56.3%

win probability

Clutchain fe

50.8%

accuracy

✕

FORM

Win rate last 10 matches

55.0%

win probability

Clutchain fe

53.8%

accuracy

✕

SQUAD

Player ratings

54.2%

win probability

Clutchain fe

58.3%

accuracy

✕