LEAGUE FINGERPRINTleague-dna-v0.1-research
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
TIPSENGINE PUBLIC PREVIEW · CERTIFIED LEAGUE AUTHORITY
● Tier A authority
LEAGUE GENOME · 2026
Division Profesional - Apertura
A same-season peer fingerprint of how this competition behaves—not a ranking of which league is “best”.
CONFIDENCEB
MATCHES131
PEER LEAGUES57
OBSERVED COVERAGE92.6
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
10
Shot volume
4
Home advantage
59
Draw tendency
76
Late drama
29
Comeback frequency
55
Discipline heat
73
Formation diversity
41
Competitive parity
71
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups80%
Shot Statistics93%
Reconciled Timelines100%
Possession Statistics93%
LEAGUE SIGNATURErelative extremes
MOST DISTINCTIVE HIGH TRAITS
Draw tendency76
Discipline heat73
Competitive parity71
LOW RELATIVE TRAITS
Shot volume4
Scoring environment10
Late drama29
CLUB GENOMES12 current teams · alphabetical, not ranked
2 de Mayo
Team DNA currently withheld
Cerro Porteno
Passing security 94
Club Guarani
Disruption 82
Club Sp. San Lorenzo
Team DNA currently withheld
Deportivo Recoleta
Shot precision 83
Libertad Asuncion
Passing security 83
Nacional Asuncion
Comeback response 94
Olimpia
Lead security 94
Rubio NU
Formation flexibility 94
Sportivo Ameliano
Team DNA currently withheld
Sportivo Luqueno
Shot precision 94
Sportivo Trinidense
Directness 94
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 lineage
e514a9eb970e839037abdaede46da5cc098370c80cffdc9bcf94e0f2719cccdc