The currency bridge is strong; the identity bridge does not exist.
The normalized ledger can compare stake and gross return across 14 crypto and 7 fiat rails, while 3 opaque source rails remain separately labelled. Concentration can only be described by repeated masked label strings because the source provides no stable player identifier.
- Observed payout / stake
- 269.51%
- Captured player net
- +$6.51M
What the source can identify without inventing a person.
Each row records an independent visible fact and the strongest identity claim that fact permits.
- 01Independent finding44.73%feed stake on ten masked labelsOpen identity evidenceCalculated
The concentration is real at label level and unknowable at person level.
10 strings supplied $1.72M of captured stake across 6,435 rows.
Identity limit: Masked strings are display labels, not stable identities.
- 02Independent finding24observed currency railsOpen identity evidenceObserved
Crypto and fiat rails can share an accounting view without sharing native units.
14 crypto, 7 fiat and 3 opaque rails are retained in the source atlas.
Identity limit: USD normalization is an accounting bridge and does not make the native rails interchangeable.
- 03Independent finding13.53%gross return on the top 100 rowsOpen identity evidenceCalculated
A hundred rows materially change the return reading.
Removing CoinCasino’s 100 largest gross-return rows removes 13.53% of captured gross return and lowers the remaining observed ratio to 263.08%.
Identity limit: This is a sensitivity cut, not a corrected or expected RTP.
Population context without person-level claims.
CoinCasino on comparable rankings
Shown only where the underlying fields match
- OpenMost active feedsCaptured events per hour#19/20Eligible-field positionObserved value1.76K/hr
1.25% of the compatible cross-casino event population
Method and calculation
Formula: compatible captured events ÷ collector-window hours
Value: 296,182 compatible events across 168.00 collector hours
Caveat: Position applies only to this metric and eligible comparison field.
A visible identifier is not automatically a verified player.
Supported by the data
- 296,182 captured events include paired USD stake and return fields (100.00% of the event scope).
- 296,182 events are interpreted inside a stated 168h window.
Use with caution
- Every non-empty username is already masked. Repeated strings may collide or change, so no sentence on this page treats a masked label as a verified account or person.
- Tail-sensitive: removing the 100 largest gross-return rows lowers observed payout / stake from 269.51% to 263.08%.
Not covered
- Licensing, ownership, legal availability, reserves or regulatory compliance.
- Deposits, withdrawals, KYC, account restrictions, support or bonus value.
What to know before using these numbers.
Coverage, interpretation and the path back to the underlying analysis.