TIPSENGINE PUBLIC PREVIEW · CERTIFIED LEAGUE AUTHORITY
TIPSENGINE
● Tier A authority

LEAGUE GENOME · 2026

Pro League

A same-season peer fingerprint of how this competition behaves—not a ranking of which league is “best”.

CONFIDENCEB
MATCHES104
PEER LEAGUES57
OBSERVED COVERAGE95.5
LEAGUE FINGERPRINTleague-dna-v0.1-research
66274620834
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
66
Shot volume
25
Home advantage
27
Draw tendency
54
Late drama
46
Comeback frequency
35
Discipline heat
20
Formation diversity
83
Competitive parity
4
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups97%
Shot Statistics99%
Reconciled Timelines100%
Possession Statistics99%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Formation diversity83
Scoring environment66
Draw tendency54

LOW RELATIVE TRAITS

Competitive parity4
Discipline heat20
Shot volume25
CLUB GENOMES18 current teams · alphabetical, not ranked

Abha

Formation flexibility 85

C

Al-Ahli Jeddah

Shot precision 91

C

Al Diriyah

Team DNA currently withheld

—

Al-Ettifaq

Comeback response 88

C

Al-Faisaly FC

Comeback response 58

C

Al-Fateh

Directness 91

C

Al-Fayha

Formation flexibility 79

C

Al-Hazm

Disruption 85

C

Al-Hilal Saudi FC

Passing security 97

C

Al-Ittihad FC

Passing security 85

C

Al Khaleej Saihat

Comeback response 81

C

Al Kholood

Directness 74

C

Al-Nassr

Comeback response 96

C

Al-Qadisiyah FC

Control 97

C

Al Riyadh

Directness 97

C

Al Shabab

Directness 79

C

Al Taawon

Formation flexibility 97

C

NEOM

Lead security 83

C
WHAT THE NUMBERS MEANpublication contract
Peer-relative, not absolute

Each dimension is a percentile against eligible leagues from the same season-year cohort. A 90 means unusually high relative behaviour, not “90% good”.

Minimum peer cohort

League DNA is withheld when fewer than six eligible same-year peers exist. Current-only maintenance still uses the full frozen A/B peer authority.

Coverage-aware

Events, lineups, shots and reconciled timelines carry separate observed denominators. Missing observations do not become zeroes.

Versioned lineage

Every published snapshot records its model version, observation window and SHA-256 source manifest for reproducibility.

Cryptographic source lineage1f1380c3196d1de735ced988b6cb6ddb81425c6ba730cfde4ae35d9c2d745c11
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