SQUAD

Player ratings

90.4%

win probability

M80

60.2%

accuracy

✓

APEX

ELO + Form + Streak + SOS (optimized)

71.9%

win probability

M80

66.9%

accuracy

✓

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

69.5%

win probability

M80

72.9%

accuracy

✓

WR10C

Win rate top-10 + ELO + form

69.2%

win probability

InControl

63.9%

accuracy

✕

NEXUS

APEX + ORACLE both >65% same direction

68.8%

win probability

M80

74.2%

accuracy

✓

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

65.7%

win probability

M80

67.9%

accuracy

✓

WR10P

Pure win rate vs top-10

64.6%

win probability

InControl

53.1%

accuracy

✕

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

63.7%

win probability

M80

66.8%

accuracy

✓

FORM

Win rate last 10 matches

62.3%

win probability

InControl

55.2%

accuracy

✕

MIND

Psychology + tilt + H2H

56.8%

win probability

InControl

49.9%

accuracy

✕

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

56.5%

win probability

M80

63.6%

accuracy

✓

MAJOR

Rank + H2H + Form for major events

55.4%

win probability

InControl

60.1%

accuracy

✕

OPEN

Rank + form + head-to-head

55.4%

win probability

InControl

58.8%

accuracy

✕

XGPRO

Rank + H2H for top matches

55.4%

win probability

InControl

59.9%

accuracy

✕

WR10

Rank + H2H + win rate vs top-10

53.5%

win probability

InControl

60.6%

accuracy

✕

ELO

Team ELO rating

52.7%

win probability

M80

66.1%

accuracy

✓

SOS

Rank + form + opponent strength

52.1%

win probability

InControl

65.2%

accuracy

✕