APEX

ELO + Form + Streak + SOS (optimized)

73.3%

win probability

Liquid

66.9%

accuracy

✓

NEXUS

APEX + ORACLE both >65% same direction

70.2%

win probability

Liquid

74.3%

accuracy

✓

SQUAD

Player ratings

69.5%

win probability

Liquid

60.3%

accuracy

✓

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

67.0%

win probability

Liquid

67.9%

accuracy

✓

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

67.0%

win probability

Liquid

73.0%

accuracy

✓

ELO

Team ELO rating

66.3%

win probability

Liquid

66.1%

accuracy

✓

VANGUARD

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

65.7%

win probability

Liquid

79.0%

accuracy

✓

WR10C

Win rate top-10 + ELO + form

65.1%

win probability

Liquid

63.9%

accuracy

✓

WR10P

Pure win rate vs top-10

64.6%

win probability

Betclic

53.0%

accuracy

✕

STRONGHOLD

ELO + SOS both >60% same direction

64.6%

win probability

Liquid

78.4%

accuracy

✓

SOS

Rank + form + opponent strength

62.9%

win probability

Liquid

65.1%

accuracy

✓

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

61.3%

win probability

Liquid

66.8%

accuracy

✓

ELOFACE

ELO + training activity

60.8%

win probability

Liquid

67.0%

accuracy

✓

TRIBUNAL

OPEN + PRO + ORACLE all >55% same direction

59.6%

win probability

Liquid

78.3%

accuracy

✓

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

56.1%

win probability

Liquid

63.8%

accuracy

✓

FORM

Win rate last 10 matches

55.0%

win probability

Liquid

55.2%

accuracy

✓

WR10

Rank + H2H + win rate vs top-10

53.5%

win probability

Betclic

60.5%

accuracy

✕

ELOHQ

High-confidence ELO

53.2%

win probability

Liquid

74.1%

accuracy

✓

OPEN

Rank + form + head-to-head

53.0%

win probability

Liquid

58.8%

accuracy

✓

XGPRO

Rank + H2H for top matches

53.0%

win probability

Liquid

60.0%

accuracy

✓

MAJOR

Rank + H2H + Form for major events

53.0%

win probability

Liquid

60.2%

accuracy

✓