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
MATCHES205
PEER LEAGUES57
OBSERVED COVERAGE94.2
LEAGUE FINGERPRINTleague-dna-v0.1-research
506878969287
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
50
Shot volume
29
Home advantage
68
Draw tendency
31
Late drama
78
Comeback frequency
50
Discipline heat
96
Formation diversity
92
Competitive parity
87
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups96%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Discipline heat96
Formation diversity92
Competitive parity87

LOW RELATIVE TRAITS

Shot volume29
Draw tendency31
Scoring environment50
CLUB GENOMES16 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 lineage590ea916fea2faf2935597c5532a0b245897d12cefb07a128c1a4b0b9e0b9e16
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