SQUAD

Player ratings

76.3%

win probability

fnatic

58.4%

accuracy

✓

APEX

ELO + Form + Streak + SOS (optimized)

75.5%

win probability

fnatic

63.4%

accuracy

✓

NEXUS

APEX + ORACLE both >65% same direction

72.9%

win probability

fnatic

72.5%

accuracy

✓

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

70.2%

win probability

fnatic

64.4%

accuracy

✓

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

70.2%

win probability

fnatic

67.8%

accuracy

✓

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

67.4%

win probability

fnatic

65.1%

accuracy

✓

WR10C

Win rate top-10 + ELO + form

63.3%

win probability

Leo

61.8%

accuracy

✕

FORM

Win rate last 10 matches

62.3%

win probability

Leo

52.6%

accuracy

✕

WR10P

Pure win rate vs top-10

62.2%

win probability

Leo

51.5%

accuracy

✕

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

61.0%

win probability

fnatic

59.2%

accuracy

✓

MIND

Psychology + tilt + H2H

57.1%

win probability

Leo

50.6%

accuracy

✕

ELO

Team ELO rating

55.9%

win probability

fnatic

63.9%

accuracy

✓

OPEN

Rank + form + head-to-head

55.5%

win probability

Leo

59.0%

accuracy

✕

XGPRO

Rank + H2H for top matches

55.5%

win probability

Leo

61.9%

accuracy

✕

MAJOR

Rank + H2H + Form for major events

55.5%

win probability

Leo

62.2%

accuracy

✕

ELOFACE

ELO + training activity

53.8%

win probability

fnatic

64.4%

accuracy

✓

WR10

Rank + H2H + win rate vs top-10

53.0%

win probability

Leo

62.7%

accuracy

✕