PRIVATE REAL-DATA RESEARCH BUILD · CERTIFIED LEAGUE AUTHORITY · NOINDEX
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”.

CONFIDENCEB
MATCHES170
PEER LEAGUES59
OBSERVED COVERAGE99.8
LEAGUE FINGERPRINTleague-dna-v0.1-research
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
62
Shot volume
67
Home advantage
42
Draw tendency
42
Late drama
21
Comeback frequency
35
Discipline heat
11
Formation diversity
40
Competitive parity
69
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups99%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Competitive parity69
Shot volume67
Scoring environment62

LOW RELATIVE TRAITS

Discipline heat11
Late drama21
Comeback frequency35
CLUB GENOMES16 current teams · alphabetical, not ranked

AIK Stockholm

Formation flexibility 97

B

BK Hacken

Comeback response 97

B

Degerfors IF

Lead security 88

B

Djurgardens IF

Shot precision 97

B

Gais

Disruption 91

B

Halmstad

Directness 91

B

Hammarby FF

Control 97

B

IF Brommapojkarna

Passing security 84

B

IF Elfsborg

Comeback response 81

B

IFK Goteborg

Directness 97

B

Kalmar FF

Directness 66

B

Malmo FF

Lead security 97

B

Mjallby AIF

Shot precision 84

B

Orgryte IS

Directness 78

B

Sirius

Shot precision 91

B

Vasteras SK FK

Shot precision 78

B
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 lineage09252b2774aa1e5cd09cede367efd7fe3e88694b7946f5f4b17862bbe16604b0
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