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

CONFIDENCEC
MATCHES66
PEER LEAGUES59
OBSERVED COVERAGE96.0
LEAGUE FINGERPRINTleague-dna-v0.1-research
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
52
Shot volume
43
Home advantage
50
Draw tendency
16
Late drama
8
Comeback frequency
3
Discipline heat
48
Formation diversity
30
Competitive parity
35
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups99%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Scoring environment52
Home advantage50
Discipline heat48

LOW RELATIVE TRAITS

Comeback frequency3
Late drama8
Draw tendency16
CLUB GENOMES16 current teams · alphabetical, not ranked
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 lineagec1b59f719f7ab6c4140921753f5a9b0812aa2c60cfa33834705eb64529189300
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