PRIVATE REAL-DATA RESEARCH BUILD · STYLE CLASH · NOINDEX
● 76.7 DNA similarity
Major League Soccer 2026 · Tier A
Columbus Crew
Confidence A · 25 matches · window 2026-02-23
DNA SIMILARITY76.723.3 divergence
J1 League 2027 · Tier A
Cerezo Osaka
Confidence C · 8 matches · window 2026-09-19
BEHAVIOURAL DISTANCE BY DIMENSIONlargest gaps first · not a performance ranking
19.080.0
Comeback response61.0 gap
94.865.6
Passing security29.2 gap
33.158.1
Attack volume25.0 gap
12.134.4
Shot precision22.3 gap
25.042.2
Box pressure17.2 gap
94.878.1
Control16.7 gap
36.228.1
Formation flexibility8.1 gap
5.29.4
Directness4.2 gap
11.613.6
Disruption2.0 gap
COMPARISON EVIDENCEteam-similarity-v0.1-research
LEFT SOURCE
Columbus CrewA-confidence · 25 matches458dec66b60c409d097fcda1732fe04315088bbb349ec61887b7d9d650ab66ddSCIENCE CONTRACT
team-dna-v0.1-researchWeighted Euclidean distance across shared Team DNA percentiles. Minimum six shared dimensions.team-similarity-v0.1-researchRIGHT SOURCE
Cerezo OsakaC-confidence · 8 matches6bb7e5ebb598448cd0f11752a134f9407cbce20a44f12761f6c691f37c443a6b