SQUAD

Player ratings

85.7%

win probability

DEPO

60.3%

accuracy

✕

ORACLE

ELO + ELOHQ + Form + Tilt + SOS

78.6%

win probability

TYLOO

67.9%

accuracy

✓

HIGH-ORACLE

Oracle filtered to high confidence only (>67%)

78.6%

win probability

TYLOO

73.0%

accuracy

✓

APEX

ELO + Form + Streak + SOS (optimized)

78.5%

win probability

TYLOO

66.9%

accuracy

✓

NEXUS

APEX + ORACLE both >65% same direction

78.5%

win probability

TYLOO

74.3%

accuracy

✓

WR10C

Win rate top-10 + ELO + form

75.4%

win probability

TYLOO

63.9%

accuracy

✓

EAGLE

Rank + ELO + ELOHQ + Form + WinRate

75.3%

win probability

TYLOO

63.8%

accuracy

✓

WR10P

Pure win rate vs top-10

73.1%

win probability

TYLOO

53.0%

accuracy

✓

PHANTOM

ELO + TierELO + WinRate + Tilt (max accuracy)

71.3%

win probability

TYLOO

66.8%

accuracy

✓

ELO

Team ELO rating

61.2%

win probability

TYLOO

66.1%

accuracy

✓

SOS

Rank + form + opponent strength

57.6%

win probability

TYLOO

65.1%

accuracy

✓

SURGE

Best-improving player K-D trajectory across team starters

57.4%

win probability

DEPO

51.8%

accuracy

✕

ELOFACE

ELO + training activity

57.3%

win probability

TYLOO

67.0%

accuracy

✓

WR10

Rank + H2H + win rate vs top-10

55.9%

win probability

TYLOO

60.5%

accuracy

✓

MIND

Psychology + tilt + H2H

55.1%

win probability

DEPO

49.8%

accuracy

✕

FORM

Win rate last 10 matches

55.0%

win probability

DEPO

55.2%

accuracy

✕

OPEN

Rank + form + head-to-head

53.9%

win probability

DEPO

58.8%

accuracy

✕

XGPRO

Rank + H2H for top matches

53.9%

win probability

DEPO

60.0%

accuracy

✕

MAJOR

Rank + H2H + Form for major events

53.9%

win probability

DEPO

60.2%

accuracy

✕

TIER2

Top-teams ELO v2

52.9%

win probability

TYLOO

71.1%

accuracy

✓

ELOHQ

High-confidence ELO

52.7%

win probability

TYLOO

74.1%

accuracy

✓

TIER

ELO for top-30 teams

52.7%

win probability

TYLOO

72.5%

accuracy

✓