SURGE

Best-improving player K-D trajectory across team starters

81.8%

win probability

GameSport

51.6%

accuracy

✓

WR10C

Win rate top-10 + ELO + form

72.9%

win probability

GameSport

62.4%

accuracy

✓

SQUAD

Player ratings

71.9%

win probability

GameSport

60.2%

accuracy

✓

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

70.3%

win probability

Insiders

64.9%

accuracy

✕

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

66.8%

win probability

Insiders

61.0%

accuracy

✕

MIND

Psychology + tilt + H2H

64.5%

win probability

GameSport

50.7%

accuracy

✓

OPEN

Rank + form + head-to-head

64.4%

win probability

GameSport

57.7%

accuracy

✓

XGPRO

Rank + H2H for top matches

64.4%

win probability

GameSport

57.8%

accuracy

✓

MAJOR

Rank + H2H + Form for major events

64.4%

win probability

GameSport

58.0%

accuracy

✓

FORM

Win rate last 10 matches

59.9%

win probability

GameSport

55.4%

accuracy

✓

SOS

Rank + form + opponent strength

59.9%

win probability

GameSport

63.8%

accuracy

✓

APEX

ELO + Form + Streak + SOS (optimized)

58.4%

win probability

Insiders

64.6%

accuracy

✕

ELO

Team ELO rating

57.7%

win probability

GameSport

64.5%

accuracy

✓

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

55.4%

win probability

Insiders

64.8%

accuracy

✕

ELOFACE

ELO + training activity

55.0%

win probability

GameSport

65.2%

accuracy

✓

STREAK

Rank + H2H + win/loss streak

53.0%

win probability

GameSport

59.3%

accuracy

✓

ELOHQ

High-confidence ELO

52.0%

win probability

GameSport

70.1%

accuracy

✓