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

LEAGUE GENOME · 2026

Liga Pro

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

CONFIDENCEA
MATCHES279
PEER LEAGUES57
OBSERVED COVERAGE94.6
LEAGUE FINGERPRINTleague-dna-v0.1-research
46661836685
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
4
Shot volume
20
Home advantage
66
Draw tendency
46
Late drama
61
Comeback frequency
54
Discipline heat
83
Formation diversity
66
Competitive parity
85
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups94%
Shot Statistics98%
Reconciled Timelines99%
Possession Statistics97%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Competitive parity85
Discipline heat83
Home advantage66

LOW RELATIVE TRAITS

Scoring environment4
Shot volume20
Draw tendency46
CLUB GENOMES16 current teams · alphabetical, not ranked

Aucas

Passing security 78

A

Barcelona SC

Comeback response 91

A

Delfin SC

Directness 91

A

Deportivo Cuenca

Formation flexibility 72

A

Emelec

Formation flexibility 97

A

Guayaquil City FC

Shot precision 91

A

Independiente del Valle

Box pressure 97

A

LDU de Quito

Box pressure 91

A

Leones del Norte

Directness 84

A

Libertad

Directness 72

A

Macara

Lead security 97

A

Manta FC

Disruption 87

A

Mushuc Runa SC

Attack volume 71

A

Orense SC

Formation flexibility 81

A

Tecnico Universitario

Directness 97

A

Universidad Catolica

Passing security 97

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 lineageaf53eb7da8005b3377a9a95225b3789a2c126087e770160d1ac84f153a229ae5
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