SURGE

Best-improving player K-D trajectory across team starters

83.5%

win probability

Metizport

51.6%

accuracy

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

71.7%

win probability

Ninjas in Pyjamas

69.3%

accuracy

NEXUS

APEX + ORACLE both >65% same direction

70.7%

win probability

Ninjas in Pyjamas

70.8%

accuracy

SQUAD

Player ratings

68.0%

win probability

Metizport

60.4%

accuracy

FORM

Win rate last 10 matches

64.6%

win probability

Metizport

54.5%

accuracy

WR10C

Win rate top-10 + ELO + form

61.5%

win probability

Metizport

61.9%

accuracy

APEX

ELO + Form + Streak + SOS (optimized)

61.1%

win probability

Ninjas in Pyjamas

64.9%

accuracy

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

57.5%

win probability

Ninjas in Pyjamas

65.1%

accuracy

MIND

Psychology + tilt + H2H

57.4%

win probability

Ninjas in Pyjamas

49.8%

accuracy

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

57.2%

win probability

Ninjas in Pyjamas

65.5%

accuracy

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

56.9%

win probability

Ninjas in Pyjamas

61.6%

accuracy

OPEN

Rank + form + head-to-head

55.9%

win probability

Metizport

57.0%

accuracy

MAJOR

Rank + H2H + Form for major events

55.5%

win probability

Ninjas in Pyjamas

58.1%

accuracy

XGPRO

Rank + H2H for top matches

55.0%

win probability

Ninjas in Pyjamas

57.8%

accuracy

STREAK

Rank + H2H + win/loss streak

54.8%

win probability

Ninjas in Pyjamas

58.9%

accuracy

WR10

Rank + H2H + win rate vs top-10

54.5%

win probability

Ninjas in Pyjamas

57.2%

accuracy

SOS

Rank + form + opponent strength

52.7%

win probability

Ninjas in Pyjamas

63.4%

accuracy

ELO

Team ELO rating

52.5%

win probability

Metizport

64.3%

accuracy