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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”.

CONFIDENCEB
MATCHES134
PEER LEAGUES57
OBSERVED COVERAGE95.6
LEAGUE FINGERPRINTleague-dna-v0.1-research
681368555273
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
68
Shot volume
83
Home advantage
13
Draw tendency
62
Late drama
68
Comeback frequency
59
Discipline heat
55
Formation diversity
52
Competitive parity
73
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups99%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Shot volume83
Competitive parity73
Late drama68

LOW RELATIVE TRAITS

Home advantage13
Formation diversity52
Discipline heat55
CLUB GENOMES18 current teams · alphabetical, not ranked

Atlante FC

Directness 92

B

Atlas

Formation flexibility 81

B

Atletico San Luis

Passing security 97

B

CF Pachuca

Disruption 97

B

Club America

Comeback response 97

B

Club Queretaro

Directness 97

C

Club Tijuana

Directness 81

B

Cruz Azul

Shot precision 92

B

FC Juarez

Disruption 69

B

Guadalajara Chivas

Control 94

B

Leon

Shot precision 97

B

Monterrey

Control 84

C

Necaxa

Formation flexibility 97

B

Puebla

Directness 75

B

Santos Laguna

Passing security 86

B

Tigres UANL

Attack volume 73

B

Toluca

Control 95

B

U.N.A.M. - Pumas

Formation flexibility 92

B
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 lineage8a560f3a38de8cf22d887e84878d1343d6db9b4c62bc0683d2c2f042a22a3939
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