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

LEAGUE GENOME · 2026

Challenger Pro League

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

CONFIDENCEC
MATCHES61
PEER LEAGUES57
OBSERVED COVERAGE83.7
LEAGUE FINGERPRINTleague-dna-v0.1-research
783887699420
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
78
Shot volume
39
Home advantage
38
Draw tendency
3
Late drama
87
Comeback frequency
20
Discipline heat
69
Formation diversity
94
Competitive parity
20
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups69%
Shot Statistics75%
Reconciled Timelines100%
Possession Statistics75%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Formation diversity94
Late drama87
Scoring environment78

LOW RELATIVE TRAITS

Draw tendency3
Competitive parity20
Comeback frequency20
CLUB GENOMES15 current teams · alphabetical, not ranked

AS Eupen

Box pressure 79

C

Beerschot VA

Box pressure 95

C

Club Brugge II

Passing security 95

C

Dender

Formation flexibility 95

C

Excelsior Virton

Shot precision 75

C

Francs Borains

Team DNA currently withheld

—

KAA Gent II

Passing security 75

C

K. Lierse S.K.

Team DNA currently withheld

—

KRC Genk II

Team DNA currently withheld

—

Liège

Formation flexibility 85

C

Lokeren-Temse

Shot precision 85

C

Patro Eisden

Directness 95

C

RSC Anderlecht II

Team DNA currently withheld

—

Seraing United

Team DNA currently withheld

—

Sporting Hasselt

Lead security 79

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 lineage507fa1ebe63c237e3b8d7946dde2d843b628538833c9861de92a96b9028cc152
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