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

LEAGUE GENOME · 2026

1. Lig

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

CONFIDENCEB
MATCHES129
PEER LEAGUES57
OBSERVED COVERAGE95.8
LEAGUE FINGERPRINTleague-dna-v0.1-research
41813681841
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
41
Shot volume
10
Home advantage
8
Draw tendency
87
Late drama
13
Comeback frequency
82
Discipline heat
68
Formation diversity
18
Competitive parity
41
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups99%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Draw tendency87
Comeback frequency82
Discipline heat68

LOW RELATIVE TRAITS

Home advantage8
Shot volume10
Late drama13
CLUB GENOMES20 current teams · alphabetical, not ranked

Antalyaspor

Passing security 93

C

Bandırmaspor

Shot precision 93

C

Batman Petrolspor

Box pressure 91

C

Bodrum FK

Lead security 79

C

Boluspor

Directness 78

C

Bursaspor

Lead security 97

C

Esenler Erokspor

Comeback response 84

C

Fatih Karagümrük

Attack volume 68

C

Iğdır FK

Disruption 87

C

İstanbulspor

Formation flexibility 98

C

Kayserispor

Passing security 98

C

Keçiörengücü

Directness 98

C

Manisa F.K.

Formation flexibility 75

C

Mardin 1969

Directness 93

C

Muğlaspor

Shot precision 98

C

Pendikspor

Disruption 80

C

Sarıyer

Control 73

C

Sivasspor

Directness 83

C

Ümraniyespor

Shot precision 88

C

Vanspor FK

Lead security 79

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 lineagee45e7612133f569298460ffdb9fcc4624600a79164689a32ea74249324c8a40c
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