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TIPSENGINE
● Tier A authority

LEAGUE GENOME · 2026

Major League Soccer

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

CONFIDENCEA
MATCHES495
PEER LEAGUES57
OBSERVED COVERAGE99.5
LEAGUE FINGERPRINTleague-dna-v0.1-research
876452432797
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
87
Shot volume
36
Home advantage
64
Draw tendency
55
Late drama
52
Comeback frequency
83
Discipline heat
43
Formation diversity
27
Competitive parity
97
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups96%
Shot Statistics99%
Reconciled Timelines100%
Possession Statistics99%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Competitive parity97
Scoring environment87
Comeback frequency83

LOW RELATIVE TRAITS

Formation diversity27
Shot volume36
Discipline heat43
CLUB GENOMES30 current teams · alphabetical, not ranked

Atlanta United FC

Control 65

A

Austin

Formation flexibility 71

A

CF Montreal

Disruption 71

A

Charlotte

Shot precision 98

A

Chicago Fire

Comeback response 74

A

Colorado Rapids

Disruption 96

A

Columbus Crew

Passing security 95

A

DC United

Directness 98

A

FC Cincinnati

Comeback response 88

A

FC Dallas

Formation flexibility 98

A

Houston Dynamo

Formation flexibility 95

A

Inter Miami

Comeback response 98

A

Los Angeles FC

Attack volume 91

A

Los Angeles Galaxy

Shot precision 95

A

Minnesota United FC

Formation flexibility 91

A

Nashville SC

Lead security 98

A

New England Revolution

Lead security 91

A

New York City FC

Control 80

A

New York Red Bulls

Team DNA currently withheld

—

Orlando City SC

Shot precision 91

A

Philadelphia Union

Directness 95

A

Portland Timbers

Lead security 81

A

Real Salt Lake

Directness 74

A

San Diego

Control 98

A

San Jose Earthquakes

Comeback response 91

A

Seattle Sounders

Box pressure 84

A

Sporting Kansas City

Shot precision 71

A

St. Louis City

Disruption 71

A

Toronto FC

Directness 84

A

Vancouver Whitecaps

Box pressure 96

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 lineageafa200832ad4058b5747a5e75a899cc8972d2d274fe0fb9aa0a769621b596957
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