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

LEAGUE GENOME · 2026

Super League 1

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

CONFIDENCEC
MATCHES62
PEER LEAGUES57
OBSERVED COVERAGE95.6
LEAGUE FINGERPRINTleague-dna-v0.1-research
39759690458
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
39
Shot volume
24
Home advantage
75
Draw tendency
15
Late drama
96
Comeback frequency
1
Discipline heat
90
Formation diversity
45
Competitive parity
8
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups100%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Late drama96
Discipline heat90
Home advantage75

LOW RELATIVE TRAITS

Comeback frequency1
Competitive parity8
Draw tendency15
CLUB GENOMES14 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 lineage7ebbda6676607ad34166a58e1be5ad0a2452c2ffa85603a3e4a4b49a77b64c62
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