SQUAD

Player ratings

67.5%

win probability

Sangal

60.5%

accuracy

✓

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

67.4%

win probability

Sangal

66.8%

accuracy

✓

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

67.4%

win probability

Sangal

71.8%

accuracy

✓

APEX

ELO + Form + Streak + SOS (optimized)

61.8%

win probability

Sangal

66.3%

accuracy

✓

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

60.7%

win probability

Sangal

62.7%

accuracy

✓

MIND

Psychology + tilt + H2H

58.8%

win probability

ENCE

49.7%

accuracy

✕

SURGE

Best-improving player K-D trajectory across team starters

57.4%

win probability

Sangal

51.7%

accuracy

✓

MAJOR

Rank + H2H + Form for major events

55.5%

win probability

ENCE

59.1%

accuracy

✕

OPEN

Rank + form + head-to-head

55.1%

win probability

ENCE

57.9%

accuracy

✕

XGPRO

Rank + H2H for top matches

55.0%

win probability

ENCE

58.9%

accuracy

✕

FORM

Win rate last 10 matches

55.0%

win probability

ENCE

54.8%

accuracy

✕

STREAK

Rank + H2H + win/loss streak

54.8%

win probability

ENCE

59.9%

accuracy

✕

WR10

Rank + H2H + win rate vs top-10

54.5%

win probability

ENCE

58.9%

accuracy

✕

WR10C

Win rate top-10 + ELO + form

53.6%

win probability

Sangal

62.8%

accuracy

✓

ELO

Team ELO rating

53.4%

win probability

Sangal

65.4%

accuracy

✓

ELOFACE

ELO + training activity

52.2%

win probability

Sangal

66.2%

accuracy

✓