SQUAD

Player ratings

92.5%

win probability

Vitality

58.4%

accuracy

✓

ELO

Team ELO rating

82.9%

win probability

Vitality

64.3%

accuracy

✓

APEX

ELO + Form + Streak + SOS (optimized)

82.3%

win probability

Vitality

63.3%

accuracy

✓

VANGUARD

Sharp consensus: ELO + WR10 both >65% same direction

80.1%

win probability

Vitality

77.3%

accuracy

✓

WR10C

Win rate top-10 + ELO + form

77.3%

win probability

Vitality

62.2%

accuracy

✓

NEXUS

APEX + ORACLE both >65% same direction

75.5%

win probability

Vitality

73.8%

accuracy

✓

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

75.3%

win probability

Vitality

64.8%

accuracy

✓

ELOFACE

ELO + training activity

73.6%

win probability

Vitality

65.0%

accuracy

✓

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

71.7%

win probability

Vitality

58.0%

accuracy

✓

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

68.8%

win probability

Vitality

64.0%

accuracy

✓

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

68.8%

win probability

Vitality

69.2%

accuracy

✓

WR10P

Pure win rate vs top-10

63.5%

win probability

Vitality

52.3%

accuracy

✓

SURGE

Best-improving player K-D trajectory across team starters

57.4%

win probability

BetBoom

47.5%

accuracy

✕

ELOHQ

High-confidence ELO

56.9%

win probability

Vitality

72.0%

accuracy

✓

TIER2

Top-teams ELO v2

56.4%

win probability

Vitality

71.0%

accuracy

✓

TIER

ELO for top-30 teams

55.0%

win probability

Vitality

73.0%

accuracy

✓

FORM

Win rate last 10 matches

55.0%

win probability

BetBoom

53.7%

accuracy

✕

TIER3

Top-teams ELO v3

54.0%

win probability

Vitality

75.7%

accuracy

✓

WR10

Rank + H2H + win rate vs top-10

53.3%

win probability

Vitality

63.7%

accuracy

✓

OPEN

Rank + form + head-to-head

52.8%

win probability

BetBoom

60.0%

accuracy

✕