SURGE

Best-improving player K-D trajectory across team starters

77.9%

win probability

Walczaki

51.5%

accuracy

✓

WR10C

Win rate top-10 + ELO + form

76.1%

win probability

Walczaki

61.9%

accuracy

✓

VANGUARD

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

74.5%

win probability

Walczaki

72.5%

accuracy

✓

ELO

Team ELO rating

72.9%

win probability

Walczaki

64.4%

accuracy

✓

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

70.7%

win probability

Walczaki

69.3%

accuracy

✓

NEXUS

APEX + ORACLE both >65% same direction

68.6%

win probability

Walczaki

70.9%

accuracy

✓

ELOFACE

ELO + training activity

65.6%

win probability

Walczaki

65.1%

accuracy

✓

MIND

Psychology + tilt + H2H

63.3%

win probability

Walczaki

49.8%

accuracy

✓

APEX

ELO + Form + Streak + SOS (optimized)

62.2%

win probability

Walczaki

64.9%

accuracy

✓

FORM

Win rate last 10 matches

59.9%

win probability

Walczaki

54.6%

accuracy

✓

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

59.4%

win probability

Walczaki

65.2%

accuracy

✓

TRIBUNAL

OPEN + PRO + ORACLE all >55% same direction

57.9%

win probability

Walczaki

71.0%

accuracy

✓

XGPRO

Rank + H2H for top matches

57.2%

win probability

Walczaki

57.9%

accuracy

✓

MAJOR

Rank + H2H + Form for major events

57.2%

win probability

Walczaki

58.1%

accuracy

✓

OPEN

Rank + form + head-to-head

57.2%

win probability

Walczaki

57.1%

accuracy

✓

ELOHQ

High-confidence ELO

56.3%

win probability

Walczaki

69.9%

accuracy

✓

STREAK

Rank + H2H + win/loss streak

54.9%

win probability

Walczaki

59.0%

accuracy

✓

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

54.8%

win probability

G2 Ares

65.4%

accuracy

✕

SOS

Rank + form + opponent strength

54.0%

win probability

Walczaki

63.5%

accuracy

✓

SQUAD

Player ratings

53.8%

win probability

Walczaki

60.3%

accuracy

✓

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

52.4%

win probability

G2 Ares

61.6%

accuracy

✕