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

LEAGUE GENOME · 2026

Allsvenskan

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

CONFIDENCEA
MATCHES215
PEER LEAGUES57
OBSERVED COVERAGE99.9
LEAGUE FINGERPRINTleague-dna-v0.1-research
52151165464
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
52
Shot volume
61
Home advantage
15
Draw tendency
41
Late drama
11
Comeback frequency
25
Discipline heat
6
Formation diversity
54
Competitive parity
64
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups99%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Competitive parity64
Shot volume61
Formation diversity54

LOW RELATIVE TRAITS

Discipline heat6
Late drama11
Home advantage15
CLUB GENOMES16 current teams · alphabetical, not ranked

AIK Stockholm

Formation flexibility 97

A

BK Hacken

Comeback response 91

A

Degerfors IF

Formation flexibility 84

A

Djurgardens IF

Shot precision 97

A

Gais

Disruption 97

A

Halmstad

Directness 97

A

Hammarby FF

Control 97

A

IF Brommapojkarna

Passing security 72

A

IF Elfsborg

Comeback response 97

A

IFK Goteborg

Directness 91

A

Kalmar FF

Formation flexibility 72

A

Malmo FF

Lead security 97

A

Mjallby AIF

Disruption 82

A

Orgryte IS

Directness 78

A

Sirius

Shot precision 91

A

Vasteras SK FK

Shot precision 84

A
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 lineage725562b956d6708a13bbf9a6b1166b88c3077f38d7efb83157c8ce26150e27f4
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