SURGE

Best-improving player K-D trajectory across team starters

94.7%

win probability

UR

52.1%

accuracy

✕

APEX

ELO + Form + Streak + SOS (optimized)

76.7%

win probability

Lynn Vision

65.7%

accuracy

✓

NEXUS

APEX + ORACLE both >65% same direction

76.4%

win probability

Lynn Vision

72.9%

accuracy

✓

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

76.0%

win probability

Lynn Vision

66.4%

accuracy

✓

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

76.0%

win probability

Lynn Vision

70.9%

accuracy

✓

WR10P

Pure win rate vs top-10

73.1%

win probability

UR

51.1%

accuracy

✕

ELO

Team ELO rating

71.2%

win probability

Lynn Vision

65.0%

accuracy

✓

STRONGHOLD

ELO + SOS both >60% same direction

66.9%

win probability

Lynn Vision

77.0%

accuracy

✓

ELOFACE

ELO + training activity

64.3%

win probability

Lynn Vision

65.7%

accuracy

✓

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

62.9%

win probability

Lynn Vision

62.2%

accuracy

✓

SOS

Rank + form + opponent strength

62.7%

win probability

Lynn Vision

63.9%

accuracy

✓

WR10C

Win rate top-10 + ELO + form

62.6%

win probability

Lynn Vision

62.5%

accuracy

✓

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

61.2%

win probability

Lynn Vision

66.3%

accuracy

✓

SQUAD

Player ratings

60.0%

win probability

UR

60.6%

accuracy

✕

WR10

Rank + H2H + win rate vs top-10

55.9%

win probability

UR

57.9%

accuracy

✕

ELOHQ

High-confidence ELO

55.6%

win probability

Lynn Vision

71.2%

accuracy

✓

MIND

Psychology + tilt + H2H

54.4%

win probability

Lynn Vision

49.8%

accuracy

✓

OPEN

Rank + form + head-to-head

53.5%

win probability

Lynn Vision

57.7%

accuracy

✓

XGPRO

Rank + H2H for top matches

53.5%

win probability

Lynn Vision

58.2%

accuracy

✓

MAJOR

Rank + H2H + Form for major events

53.5%

win probability

Lynn Vision

58.4%

accuracy

✓

FORM

Win rate last 10 matches

52.5%

win probability

Lynn Vision

54.9%

accuracy

✓