PRIVATE REAL-DATA RESEARCH BUILD · CERTIFIED LEAGUE AUTHORITY · NOINDEX
TIPSENGINE
Tier A authority

LEAGUE GENOME · 2025

Indian Super League

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

CONFIDENCEC
MATCHES91
PEER LEAGUES62
OBSERVED COVERAGE93.3
LEAGUE FINGERPRINTleague-dna-v0.1-research
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
15
Shot volume
14
Home advantage
31
Draw tendency
94
Late drama
80
Comeback frequency
73
Discipline heat
36
Formation diversity
40
Competitive parity
15
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups70%
Shot Statistics95%
Reconciled Timelines100%
Possession Statistics93%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Draw tendency94
Late drama80
Comeback frequency73

LOW RELATIVE TRAITS

Shot volume14
Scoring environment15
Competitive parity15
CLUB GENOMES14 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 lineage869db81d8fbb71f469f276eec518ccd56da645408157dc307a5a5476c89d0445
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