TIPSENGINE PUBLIC PREVIEW · CERTIFIED LEAGUE AUTHORITY
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”.

CONFIDENCEB
MATCHES104
PEER LEAGUES57
OBSERVED COVERAGE100.0
LEAGUE FINGERPRINTleague-dna-v0.1-research
343290788539
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
34
Shot volume
34
Home advantage
32
Draw tendency
94
Late drama
90
Comeback frequency
90
Discipline heat
78
Formation diversity
85
Competitive parity
39
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups100%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Draw tendency94
Late drama90
Comeback frequency90

LOW RELATIVE TRAITS

Home advantage32
Scoring environment34
Shot volume34
CLUB GENOMES16 current teams · alphabetical, not ranked

Akhmat

Directness 66

C

Akron

Formation flexibility 78

C

Baltika

Directness 91

C

CSKA Moscow

Formation flexibility 97

C

Dinamo Makhachkala

Directness 72

C

Dynamo

Lead security 96

C

Fakel

Formation flexibility 59

C

FC Krasnodar

Comeback response 93

C

FC Orenburg

Directness 97

C

FC Rostov

Directness 84

C

Krylia Sovetov

Comeback response 83

C

Lokomotiv

Disruption 67

C

Rodina Moskva

Formation flexibility 91

C

Rubin

Formation flexibility 84

C

Spartak Moscow

Box pressure 97

C

Zenit

Shot precision 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 lineage30eb02293aa6c674d2cadf82ab23ef807daca2b0dbf0f3a85a654bb0850cb729
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