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

LEAGUE GENOME · 2026

League Two

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

CONFIDENCEB
MATCHES163
PEER LEAGUES57
OBSERVED COVERAGE96.0
LEAGUE FINGERPRINTleague-dna-v0.1-research
299775595792
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
29
Shot volume
27
Home advantage
97
Draw tendency
96
Late drama
75
Comeback frequency
80
Discipline heat
59
Formation diversity
57
Competitive parity
92
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups98%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Home advantage97
Draw tendency96
Competitive parity92

LOW RELATIVE TRAITS

Shot volume27
Scoring environment29
Formation diversity57
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 lineage2c91ce5101dc9c92889e81ed2f1e2dcb951d2d4f742d90c65551576934ef6542
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