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

LEAGUE GENOME · 2026

Serie A

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

CONFIDENCEA
MATCHES267
PEER LEAGUES59
OBSERVED COVERAGE99.5
LEAGUE FINGERPRINTleague-dna-v0.1-research
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
36
Shot volume
60
Home advantage
82
Draw tendency
67
Late drama
45
Comeback frequency
77
Discipline heat
79
Formation diversity
8
Competitive parity
87
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups99%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Competitive parity87
Home advantage82
Discipline heat79

LOW RELATIVE TRAITS

Formation diversity8
Scoring environment36
Late drama45
CLUB GENOMES20 current teams · alphabetical, not ranked

Atletico-MG

Formation flexibility 83

A

Atletico Paranaense

Shot precision 98

A

Bahia

Comeback response 98

A

Botafogo

Shot precision 88

A

Chapecoense-sc

Formation flexibility 98

A

Corinthians

Control 76

A

Coritiba

Directness 98

A

Cruzeiro

Control 86

A

Flamengo

Passing security 98

A

Fluminense

Control 96

A

Gremio

Passing security 68

A

Internacional

Formation flexibility 93

A

Mirassol

Formation flexibility 78

A

Palmeiras

Lead security 98

A

RB Bragantino

Directness 93

A

Remo

Directness 88

A

Santos

Formation flexibility 68

A

Sao Paulo

Formation flexibility 88

A

Vasco DA Gama

Attack volume 86

A

Vitoria

Shot precision 78

A
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 lineage568ce6ba1e44db93020e14c2b51ec7eadd8746bd81e934c87427c9c11d42304b
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