PRIVATE REAL-DATA RESEARCH BUILD · CERTIFIED LEAGUE AUTHORITY · NOINDEX
TIPSENGINE
● Tier A authority

LEAGUE GENOME · 2026

Liga MX

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

CONFIDENCEC
MATCHES72
PEER LEAGUES59
OBSERVED COVERAGE95.7
LEAGUE FINGERPRINTleague-dna-v0.1-research
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
47
Shot volume
84
Home advantage
25
Draw tendency
28
Late drama
81
Comeback frequency
18
Discipline heat
52
Formation diversity
33
Competitive parity
55
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups99%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Shot volume84
Late drama81
Competitive parity55

LOW RELATIVE TRAITS

Comeback frequency18
Home advantage25
Draw tendency28
CLUB GENOMES18 current teams · alphabetical, not ranked

Atlante FC

Directness 96

C

Atlas

Disruption 76

C

Atletico San Luis

Passing security 82

C

CF Pachuca

Disruption 96

C

Club America

Team DNA currently withheld

—

Club Queretaro

Team DNA currently withheld

—

Club Tijuana

Team DNA currently withheld

—

Cruz Azul

Formation flexibility 93

C

FC Juarez

Disruption 61

C

Guadalajara Chivas

Shot precision 96

C

Leon

Shot precision 82

C

Monterrey

Team DNA currently withheld

—

Necaxa

Disruption 80

C

Puebla

Directness 89

C

Santos Laguna

Passing security 75

C

Tigres UANL

Box pressure 82

C

Toluca

Control 94

C

U.N.A.M. - Pumas

Formation flexibility 93

C
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 lineage3a79016263c57df76f6a472e97829ae6853b8038c539fca3e0c1c3a8cee521ae
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