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

LEAGUE GENOME · 2026

Championship

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

CONFIDENCEB
MATCHES165
PEER LEAGUES57
OBSERVED COVERAGE100.0
LEAGUE FINGERPRINTleague-dna-v0.1-research
5438632464
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
54
Shot volume
54
Home advantage
38
Draw tendency
56
Late drama
6
Comeback frequency
85
Discipline heat
32
Formation diversity
4
Competitive parity
64
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups98%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Comeback frequency85
Competitive parity64
Draw tendency56

LOW RELATIVE TRAITS

Formation diversity4
Late drama6
Discipline heat32
CLUB GENOMES24 current teams · alphabetical, not ranked

Birmingham

Lead security 93

C

Blackburn

Disruption 70

C

Bolton

Shot precision 72

C

Bristol City

Directness 89

C

Burnley

Passing security 67

C

Cardiff

Control 93

C

Charlton

Disruption 74

C

Derby

Disruption 83

C

Lincoln

Directness 98

C

Middlesbrough

Passing security 98

C

Millwall

Directness 85

C

Norwich

Shot precision 85

C

Portsmouth

Directness 80

C

Preston

Formation flexibility 98

C

QPR

Comeback response 86

C

Sheffield Utd

Formation flexibility 93

C

Southampton

Passing security 93

C

Stoke City

Disruption 92

C

Swansea

Lead security 98

C

Watford

Disruption 77

C

West Brom

Team DNA currently withheld

—

West Ham

Shot precision 98

C

Wolves

Attack volume 87

C

Wrexham

Passing security 63

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 lineage73a988d1090d4077a3488f040f010d8f455788f5b7df7d30b9c3e49788721bca
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