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

LEAGUE GENOME · 2026

League One

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

CONFIDENCEB
MATCHES155
PEER LEAGUES57
OBSERVED COVERAGE96.0
LEAGUE FINGERPRINTleague-dna-v0.1-research
464661257675
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
46
Shot volume
55
Home advantage
46
Draw tendency
80
Late drama
61
Comeback frequency
46
Discipline heat
25
Formation diversity
76
Competitive parity
75
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups97%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Draw tendency80
Formation diversity76
Competitive parity75

LOW RELATIVE TRAITS

Discipline heat25
Scoring environment46
Comeback frequency46
CLUB GENOMES24 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 lineage7b89fe1780fdf7661e47cc1bc6fe14a99f37767b3f8be7b70e0d77c69dd27a0e
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