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

LEAGUE GENOME · 2026

Premiership

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

CONFIDENCEC
MATCHES69
PEER LEAGUES57
OBSERVED COVERAGE96.0
LEAGUE FINGERPRINTleague-dna-v0.1-research
48311341745
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
48
Shot volume
78
Home advantage
31
Draw tendency
32
Late drama
1
Comeback frequency
45
Discipline heat
34
Formation diversity
17
Competitive parity
45
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups100%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Shot volume78
Scoring environment48
Comeback frequency45

LOW RELATIVE TRAITS

Late drama1
Formation diversity17
Home advantage31
CLUB GENOMES12 current teams · alphabetical, not ranked

Aberdeen

Formation flexibility 79

C

Celtic

Control 96

C

Dundee

Directness 96

C

Dundee Utd

Shot precision 88

C

Falkirk

Disruption 66

C

Heart Of Midlothian

Box pressure 79

C

Hibernian

Formation flexibility 88

C

Kilmarnock

Formation flexibility 96

C

Motherwell

Passing security 88

C

Rangers

Directness 88

C

ST Johnstone

Comeback response 85

C

ST Mirren

Disruption 87

C
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 lineage527b147e85b317bf930762c64c9b7444784f1c078e01cc1914315bc2846a1ad8
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