TIPSENGINE PUBLIC PREVIEW · CERTIFIED LEAGUE AUTHORITY
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
MATCHES285
PEER LEAGUES57
OBSERVED COVERAGE95.8
LEAGUE FINGERPRINTleague-dna-v0.1-research
439676893982
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
43
Shot volume
50
Home advantage
96
Draw tendency
29
Late drama
76
Comeback frequency
52
Discipline heat
89
Formation diversity
39
Competitive parity
82
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups98%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics99%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Home advantage96
Discipline heat89
Competitive parity82

LOW RELATIVE TRAITS

Draw tendency29
Formation diversity39
Scoring environment43
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 lineage215e05ab2e30e18d569a231b393743639fc51dd92b3f5b8018462f80c8d0b8b5
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