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 - Clausura
A same-season peer fingerprint of how this competition behaves—not a ranking of which league is “best”.
CONFIDENCEB
MATCHES102
PEER LEAGUES57
OBSERVED COVERAGE93.8
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
11
Shot volume
43
Home advantage
17
Draw tendency
37
Late drama
45
Comeback frequency
43
Discipline heat
61
Formation diversity
32
Competitive parity
48
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups89%
Shot Statistics95%
Reconciled Timelines100%
Possession Statistics95%
LEAGUE SIGNATURErelative extremes
MOST DISTINCTIVE HIGH TRAITS
Discipline heat61
Competitive parity48
Late drama45
LOW RELATIVE TRAITS
Scoring environment11
Home advantage17
Formation diversity32
CLUB GENOMES12 current teams · alphabetical, not ranked
2 de Mayo
Team DNA currently withheld
Cerro Porteno
Formation flexibility 95
Club Guarani
Comeback response 80
Club Sp. San Lorenzo
Team DNA currently withheld
Deportivo Recoleta
Disruption 80
Libertad Asuncion
Passing security 95
Nacional Asuncion
Shot precision 95
Olimpia
Box pressure 95
Rubio NU
Directness 85
Sportivo Ameliano
Shot precision 85
Sportivo Luqueno
Directness 75
Sportivo Trinidense
Directness 95
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
9a5ae5ad21953b998254349c8b79cc3594cbd27afe4174e0af6dea8946c6efb5