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

LEAGUE GENOME · 2026

Segunda División

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

CONFIDENCEB
MATCHES131
PEER LEAGUES57
OBSERVED COVERAGE95.8
LEAGUE FINGERPRINTleague-dna-v0.1-research
365024943454
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
36
Shot volume
32
Home advantage
50
Draw tendency
24
Late drama
24
Comeback frequency
29
Discipline heat
94
Formation diversity
34
Competitive parity
54
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups98%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Discipline heat94
Competitive parity54
Home advantage50

LOW RELATIVE TRAITS

Draw tendency24
Late drama24
Comeback frequency29
CLUB GENOMES22 current teams · alphabetical, not ranked
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 lineage6bc4c63e0ae989ccbbc8978b057be497325824b9e51c65e45dce887f66f119e3
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