SURGE

Best-improving player K-D trajectory across team starters

89.1%

win probability

Procyon

51.6%

accuracy

✕

WR10C

Win rate top-10 + ELO + form

74.5%

win probability

ALKA

61.9%

accuracy

✓

VANGUARD

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

70.9%

win probability

ALKA

72.3%

accuracy

✓

SQUAD

Player ratings

68.7%

win probability

Procyon

60.4%

accuracy

✕

ELO

Team ELO rating

67.4%

win probability

ALKA

64.3%

accuracy

✓

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

67.0%

win probability

ALKA

65.1%

accuracy

✓

NEXUS

APEX + ORACLE both >65% same direction

66.4%

win probability

ALKA

70.8%

accuracy

✓

APEX

ELO + Form + Streak + SOS (optimized)

65.9%

win probability

ALKA

64.9%

accuracy

✓

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

65.6%

win probability

ALKA

61.6%

accuracy

✓

ELOFACE

ELO + training activity

61.6%

win probability

ALKA

65.0%

accuracy

✓

FORM

Win rate last 10 matches

59.9%

win probability

ALKA

54.5%

accuracy

✓

TRIBUNAL

OPEN + PRO + ORACLE all >55% same direction

59.8%

win probability

ALKA

70.9%

accuracy

✓

MIND

Psychology + tilt + H2H

58.2%

win probability

ALKA

49.8%

accuracy

✓

SOS

Rank + form + opponent strength

57.7%

win probability

ALKA

63.4%

accuracy

✓

OPEN

Rank + form + head-to-head

57.3%

win probability

ALKA

57.0%

accuracy

✓

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

56.8%

win probability

ALKA

65.5%

accuracy

✓

MAJOR

Rank + H2H + Form for major events

55.5%

win probability

ALKA

58.1%

accuracy

✓

XGPRO

Rank + H2H for top matches

55.0%

win probability

ALKA

57.8%

accuracy

✓

STREAK

Rank + H2H + win/loss streak

54.8%

win probability

ALKA

58.9%

accuracy

✓

WR10

Rank + H2H + win rate vs top-10

54.5%

win probability

ALKA

57.2%

accuracy

✓

ELOHQ

High-confidence ELO

54.3%

win probability

ALKA

69.8%

accuracy

✓