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

LEAGUE GENOME · 2026

Primera División

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

CONFIDENCEA
MATCHES235
PEER LEAGUES59
OBSERVED COVERAGE95.8
LEAGUE FINGERPRINTleague-dna-v0.1-research
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
42
Shot volume
47
Home advantage
91
Draw tendency
38
Late drama
77
Comeback frequency
48
Discipline heat
89
Formation diversity
42
Competitive parity
92
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups98%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics99%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Competitive parity92
Home advantage91
Discipline heat89

LOW RELATIVE TRAITS

Draw tendency38
Scoring environment42
Formation diversity42
CLUB GENOMES18 current teams · alphabetical, not ranked
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 lineage4eae9f47aa9c27f8607b03450b88f6c2a4e6a70a80870855dc6c7ec2fa86e58c
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