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

LEAGUE GENOME · 2026

NB I

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

CONFIDENCEC
MATCHES71
PEER LEAGUES57
OBSERVED COVERAGE89.9
LEAGUE FINGERPRINTleague-dna-v0.1-research
574383805596
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
57
Shot volume
89
Home advantage
43
Draw tendency
61
Late drama
83
Comeback frequency
94
Discipline heat
80
Formation diversity
55
Competitive parity
96
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups80%
Shot Statistics86%
Reconciled Timelines100%
Possession Statistics86%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Competitive parity96
Comeback frequency94
Shot volume89

LOW RELATIVE TRAITS

Home advantage43
Formation diversity55
Scoring environment57
CLUB GENOMES12 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 lineagebd269377691e7c06cc38ee2b4472f5ffd31edafb3684811354e42c245a1f042e
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