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

LEAGUE GENOME · 2026

Czech Liga

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

CONFIDENCEB
MATCHES102
PEER LEAGUES57
OBSERVED COVERAGE96.0
LEAGUE FINGERPRINTleague-dna-v0.1-research
38228383636
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
38
Shot volume
62
Home advantage
22
Draw tendency
37
Late drama
8
Comeback frequency
3
Discipline heat
38
Formation diversity
36
Competitive parity
36
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups100%
Shot Statistics99%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Shot volume62
Discipline heat38
Scoring environment38

LOW RELATIVE TRAITS

Comeback frequency3
Late drama8
Home advantage22
CLUB GENOMES16 current teams · alphabetical, not ranked

Artis

Comeback response 83

C

Baník Ostrava

Formation flexibility 91

C

Bohemians 1905

Comeback response 96

C

FK Jablonec

Formation flexibility 84

C

Hradec Králové

Formation flexibility 72

C

Mlada Boleslav

Shot precision 97

C

Pardubice

Formation flexibility 97

C

Plzen

Passing security 78

C

Sigma Olomouc

Shot precision 91

C

Slavia Praha

Box pressure 95

C

Slovácko

Passing security 72

C

Slovan Liberec

Directness 97

C

Sparta Praha

Control 97

C

Teplice

Directness 91

C

Zbrojovka Brno

Shot precision 72

C

Zlin

Disruption 83

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 lineage9a249e1ce9a2847b2347fe17ce8f3e6ea2a90b2d86dc03d7f551407efd36c851
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