PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

77.3%

win probability

HAVU

65.3%

accuracy

✕

WR10P

Pure win rate vs top-10

73.1%

win probability

ex-RUBY

51.6%

accuracy

✓

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

70.3%

win probability

HAVU

59.2%

accuracy

✕

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

67.6%

win probability

HAVU

67.8%

accuracy

✕

NEXUS

APEX + ORACLE both >65% same direction

67.1%

win probability

HAVU

72.6%

accuracy

✕

APEX

ELO + Form + Streak + SOS (optimized)

64.5%

win probability

HAVU

63.7%

accuracy

✕

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

64.1%

win probability

HAVU

64.6%

accuracy

✕

MIND

Psychology + tilt + H2H

63.7%

win probability

ex-RUBY

50.9%

accuracy

✓

WR10C

Win rate top-10 + ELO + form

62.5%

win probability

HAVU

61.9%

accuracy

✕

STRONGHOLD

ELO + SOS both >60% same direction

62.3%

win probability

HAVU

79.6%

accuracy

✕

SENTINEL

Anti-signal: SOS >60% confirmed by Mind anti-prediction

61.2%

win probability

HAVU

81.1%

accuracy

✕

ELO

Team ELO rating

60.8%

win probability

HAVU

64.0%

accuracy

✕

SQUAD

Player ratings

58.3%

win probability

ex-RUBY

58.7%

accuracy

✓

ELOFACE

ELO + training activity

57.1%

win probability

HAVU

64.6%

accuracy

✕

SOS

Rank + form + opponent strength

55.9%

win probability

HAVU

64.0%

accuracy

✕

WR10

Rank + H2H + win rate vs top-10

55.9%

win probability

ex-RUBY

62.7%

accuracy

✓

OPEN

Rank + form + head-to-head

53.6%

win probability

ex-RUBY

59.4%

accuracy

✓

XGPRO

Rank + H2H for top matches

53.6%

win probability

ex-RUBY

62.0%

accuracy

✓

MAJOR

Rank + H2H + Form for major events

53.6%

win probability

ex-RUBY

62.3%

accuracy

✓

FORM

Win rate last 10 matches

52.5%

win probability

ex-RUBY

52.9%

accuracy

✓

ELOHQ

High-confidence ELO

52.2%

win probability

HAVU

70.8%

accuracy

✕