TIPSENGINE PUBLIC PREVIEW · CERTIFIED LEAGUE AUTHORITY
TIPSENGINE
● Tier A authority

LEAGUE GENOME · 2026

Liga Profesional Argentina

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

CONFIDENCEA
MATCHES480
PEER LEAGUES57
OBSERVED COVERAGE95.3
LEAGUE FINGERPRINTleague-dna-v0.1-research
15271876176
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
1
Shot volume
22
Home advantage
52
Draw tendency
85
Late drama
71
Comeback frequency
17
Discipline heat
87
Formation diversity
61
Competitive parity
76
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups98%
Shot Statistics99%
Reconciled Timelines100%
Possession Statistics99%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Discipline heat87
Draw tendency85
Competitive parity76

LOW RELATIVE TRAITS

Scoring environment1
Comeback frequency17
Shot volume22
CLUB GENOMES30 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 lineageda718e38b248afd788817ff01ee52861ca79c1fd7657159a39acbd90da9ca402
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