TIPSENGINE PUBLIC PREVIEW · CERTIFIED LEAGUE AUTHORITY
TIPSENGINE
● Tier A authority

LEAGUE GENOME · 2026

Primeira Liga

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

CONFIDENCEC
MATCHES90
PEER LEAGUES57
OBSERVED COVERAGE95.7
LEAGUE FINGERPRINTleague-dna-v0.1-research
25101564113
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
25
Shot volume
15
Home advantage
10
Draw tendency
20
Late drama
15
Comeback frequency
57
Discipline heat
64
Formation diversity
11
Competitive parity
3
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups100%
Shot Statistics100%
Reconciled Timelines99%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Discipline heat64
Comeback frequency57
Scoring environment25

LOW RELATIVE TRAITS

Competitive parity3
Home advantage10
Formation diversity11
CLUB GENOMES18 current teams · alphabetical, not ranked

Academico Viseu

Formation flexibility 86

C

Alverca

Directness 97

C

Arouca

Lead security 92

C

Benfica

Box pressure 97

C

Casa Pia

Directness 69

C

Estoril

Formation flexibility 92

C

Estrela

Comeback response 95

C

Famalicao

Comeback response 82

C

FC Porto

Shot precision 97

C

GIL Vicente

Passing security 75

C

Maritimo

Comeback response 82

C

Moreirense

Directness 75

C

Nacional

Formation flexibility 97

C

Rio Ave

Shot precision 92

C

Santa Clara

Directness 92

C

SC Braga

Control 92

C

Sporting CP

Passing security 97

C

Vitória SC

Attack volume 90

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 lineage2f4d893d56a06f829ef85e4f567a998346b0f63c5878f59b93db8d986070267e
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