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

LEAGUE GENOME · 2026

Bundesliga

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

CONFIDENCEC
MATCHES72
PEER LEAGUES57
OBSERVED COVERAGE100.0
LEAGUE FINGERPRINTleague-dna-v0.1-research
927699273850
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
92
Shot volume
96
Home advantage
76
Draw tendency
25
Late drama
99
Comeback frequency
18
Discipline heat
27
Formation diversity
38
Competitive parity
50
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups100%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Late drama99
Shot volume96
Scoring environment92

LOW RELATIVE TRAITS

Comeback frequency18
Draw tendency25
Discipline heat27
CLUB GENOMES18 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 lineage4b4cf8e94ba4a2cfe9b800cc5be4cb7c06221edea4b2466829f45a1deace3e31
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