SQUAD

Player ratings

88.0%

win probability

Nemesis

59.3%

accuracy

✓

WR10C

Win rate top-10 + ELO + form

78.9%

win probability

Nemesis

63.2%

accuracy

✓

APEX

ELO + Form + Streak + SOS (optimized)

71.4%

win probability

BIG

64.7%

accuracy

✕

NEXUS

APEX + ORACLE both >65% same direction

70.9%

win probability

BIG

75.7%

accuracy

✕

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

68.3%

win probability

BIG

69.8%

accuracy

✕

FORM

Win rate last 10 matches

66.8%

win probability

Nemesis

54.3%

accuracy

✓

WR10P

Pure win rate vs top-10

66.1%

win probability

Nemesis

53.1%

accuracy

✓

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

64.4%

win probability

BIG

65.1%

accuracy

✕

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

62.0%

win probability

BIG

65.2%

accuracy

✕

MIND

Psychology + tilt + H2H

59.0%

win probability

Nemesis

50.9%

accuracy

✓

OPEN

Rank + form + head-to-head

58.4%

win probability

Nemesis

61.2%

accuracy

✓

XGPRO

Rank + H2H for top matches

58.4%

win probability

Nemesis

62.5%

accuracy

✓

MAJOR

Rank + H2H + Form for major events

58.4%

win probability

Nemesis

62.9%

accuracy

✓

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

56.8%

win probability

BIG

57.8%

accuracy

✕

WR10

Rank + H2H + win rate vs top-10

53.9%

win probability

Nemesis

65.5%

accuracy

✓

SOS

Rank + form + opponent strength

53.8%

win probability

Nemesis

64.9%

accuracy

✓

ELO

Team ELO rating

52.6%

win probability

Nemesis

65.5%

accuracy

✓