PRIVATE REAL-DATA RESEARCH BUILD · CERTIFIED LEAGUE AUTHORITY · NOINDEX
TIPSENGINE
● Tier A authority

LEAGUE GENOME · 2026

Premier League

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

CONFIDENCEC
MATCHES72
PEER LEAGUES59
OBSERVED COVERAGE100.0
LEAGUE FINGERPRINTleague-dna-v0.1-research
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
38
Shot volume
40
Home advantage
28
Draw tendency
86
Late drama
92
Comeback frequency
97
Discipline heat
72
Formation diversity
89
Competitive parity
50
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups100%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Comeback frequency97
Late drama92
Formation diversity89

LOW RELATIVE TRAITS

Home advantage28
Scoring environment38
Shot volume40
CLUB GENOMES16 current teams · alphabetical, not ranked

Akhmat

Directness 66

C

Akron

Disruption 80

C

Baltika

Directness 91

C

CSKA Moscow

Formation flexibility 97

C

Dinamo Makhachkala

Directness 78

C

Dynamo

Lead security 94

C

Fakel

Formation flexibility 50

C

FC Krasnodar

Control 78

C

FC Orenburg

Directness 97

C

FC Rostov

Directness 84

C

Krylia Sovetov

Shot precision 97

C

Lokomotiv

Disruption 80

C

Rodina Moskva

Formation flexibility 84

C

Rubin

Comeback response 95

C

Spartak Moscow

Control 95

C

Zenit

Passing security 97

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 lineagefedb4ccdc95be4b57cf885dcd45274d780729d9d9da41fa508f5687ab68a61b7
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