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

LEAGUE GENOME · 2026

Superliga

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

CONFIDENCEC
MATCHES49
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
57
Shot volume
69
Home advantage
56
Draw tendency
58
Late drama
19
Comeback frequency
75
Discipline heat
21
Formation diversity
45
Competitive parity
33
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups86%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Comeback frequency75
Shot volume69
Draw tendency58

LOW RELATIVE TRAITS

Late drama19
Discipline heat21
Competitive parity33
CLUB GENOMES12 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 lineageed7d0d1c1b47278a6145066daaacb6070d1d0063c615595e6d5d3c819b2ee84d
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