SURGE

Best-improving player K-D trajectory across team starters

93.7%

win probability

mellren

51.9%

accuracy

✓

WR10C

Win rate top-10 + ELO + form

70.0%

win probability

mellren

62.6%

accuracy

✓

VANGUARD

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

68.0%

win probability

mellren

75.2%

accuracy

✓

ELO

Team ELO rating

66.1%

win probability

mellren

65.1%

accuracy

✓

APEX

ELO + Form + Streak + SOS (optimized)

66.0%

win probability

mellren

66.0%

accuracy

✓

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

66.0%

win probability

mellren

66.3%

accuracy

✓

NEXUS

APEX + ORACLE both >65% same direction

66.0%

win probability

mellren

73.1%

accuracy

✓

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

64.9%

win probability

mellren

62.1%

accuracy

✓

ELOFACE

ELO + training activity

60.7%

win probability

mellren

65.8%

accuracy

✓

SQUAD

Player ratings

60.5%

win probability

mellren

60.8%

accuracy

✓

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

59.8%

win probability

mellren

66.3%

accuracy

✓

MIND

Psychology + tilt + H2H

58.7%

win probability

mellren

49.9%

accuracy

✓

TRIBUNAL

OPEN + PRO + ORACLE all >55% same direction

58.7%

win probability

mellren

73.6%

accuracy

✓

STREAK

Rank + H2H + win/loss streak

55.8%

win probability

mellren

59.5%

accuracy

✓

MAJOR

Rank + H2H + Form for major events

55.5%

win probability

mellren

58.2%

accuracy

✓

XGPRO

Rank + H2H for top matches

55.0%

win probability

mellren

58.0%

accuracy

✓

WR10

Rank + H2H + win rate vs top-10

54.5%

win probability

mellren

57.8%

accuracy

✓

ELOHQ

High-confidence ELO

53.8%

win probability

mellren

71.3%

accuracy

✓

SOS

Rank + form + opponent strength

53.7%

win probability

mellren

63.9%

accuracy

✓

OPEN

Rank + form + head-to-head

52.4%

win probability

mellren

57.6%

accuracy

✓