SURGE

Best-improving player K-D trajectory across team starters

84.3%

win probability

M80

51.8%

accuracy

✓

APEX

ELO + Form + Streak + SOS (optimized)

79.6%

win probability

M80

66.9%

accuracy

✓

NEXUS

APEX + ORACLE both >65% same direction

79.4%

win probability

M80

74.3%

accuracy

✓

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

79.2%

win probability

M80

67.9%

accuracy

✓

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

79.2%

win probability

M80

73.0%

accuracy

✓

ELO

Team ELO rating

77.1%

win probability

M80

66.1%

accuracy

✓

VANGUARD

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

73.8%

win probability

M80

79.0%

accuracy

✓

STRONGHOLD

ELO + SOS both >60% same direction

71.3%

win probability

M80

78.4%

accuracy

✓

SQUAD

Player ratings

70.7%

win probability

M80

60.3%

accuracy

✓

WR10C

Win rate top-10 + ELO + form

70.5%

win probability

M80

63.9%

accuracy

✓

ELOFACE

ELO + training activity

68.8%

win probability

M80

67.0%

accuracy

✓

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

67.2%

win probability

M80

63.8%

accuracy

✓

SOS

Rank + form + opponent strength

65.4%

win probability

M80

65.1%

accuracy

✓

WR10P

Pure win rate vs top-10

64.6%

win probability

6666

53.0%

accuracy

✕

TRIBUNAL

OPEN + PRO + ORACLE all >55% same direction

63.3%

win probability

M80

78.3%

accuracy

✓

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

62.6%

win probability

M80

66.8%

accuracy

✓

FORM

Win rate last 10 matches

59.9%

win probability

M80

55.2%

accuracy

✓

ELOHQ

High-confidence ELO

57.4%

win probability

M80

74.1%

accuracy

✓

OPEN

Rank + form + head-to-head

55.4%

win probability

M80

58.8%

accuracy

✓

XGPRO

Rank + H2H for top matches

55.4%

win probability

M80

60.0%

accuracy

✓

MAJOR

Rank + H2H + Form for major events

55.4%

win probability

M80

60.2%

accuracy

✓

WR10

Rank + H2H + win rate vs top-10

53.5%

win probability

6666

60.5%

accuracy

✕