7 engines.One tail-loaded tape.
Every captured event settles into the same normalized USD ledger. The 100 largest returns carry 39.02% of gross return, so the headline needs its tail ladder.
player net
- captured events
- 422,004
- unique source bet IDs
- source accounts
- 1,371
- stable IDs · not verified people
- captured stake
- $2.27M
- normalized USD ledger
- gross return
- $3.51M
- includes every captured game
The big number needs three guardrails.
Tail load
Time contract
A rolling 7-day collector window.
- first captured event
- 0121 Jul 2026 13:53 UTC
- inclusive report boundary
- last captured event
- 0228 Jul 2026 13:53 UTC
- inclusive report boundary
- unique bet IDs
- 03422,004
- 0 accounting mismatches
- games / currency rails
- 047 / 11
- before privacy-safe rail grouping
Captured UTC days remain visible.
Stake + player net = gross return.
Latest Bet RTP is gross return ÷ stake for this captured public feed. It is not a claim about configured house edge or long-run product RTP.
7 mechanics—not a provider leaderboard.
Keno
Number-selection draw surface
Plinko
Row depth and landing-sector surface
Limbo
Player-selected target multiplier
Dice
Prediction threshold surface
Coinflip
Single flip and chained state
Ultimate Dice
Inside/outside prediction range
Crash
Auto-stop and round state
The headline RTP is tail-loaded in this capture.
Remove largest gross returns
Remove largest stakes
Sensitivity is descriptive, not a corrected RTP.
One engine bends this captured ledger.
Plinko carries the largest positive net contribution.
$1.34M returned against $307.57K staked. That is an observed short-window outcome, not a theoretical game setting.
- Engine events
- 92,492
- Source accounts
- 474
Row settings carry different observed tails.
Each lane has at least ten contributing accounts. Bars compare observed Latest Bet RTP inside this capture only.
The raw payload preserves the decision surface.
Keno
Selection size is observed; the raw type field is absent in this legacy envelope. Values are aggregated; event tuples and raw seed values never leave the generator.
Plinko
Board row count is grouped; raw path values are never published. Values are aggregated; event tuples and raw seed values never leave the generator.
Limbo
Requested target is compared with settled return without treating losses as data errors. Values are aggregated; event tuples and raw seed values never leave the generator.
Dice
Prediction is grouped into fixed, non-overlapping bands. Values are aggregated; event tuples and raw seed values never leave the generator.
Coinflip
Single versus sequence mode is grouped; state outcomes stay private. Values are aggregated; event tuples and raw seed values never leave the generator.
Ultimate Dice
Only the inside/outside choice is grouped; exact ranges stay private. Values are aggregated; event tuples and raw seed values never leave the generator.
Crash
Auto-stop targets are grouped; exact round and stop values stay private. Values are aggregated; event tuples and raw seed values never leave the generator.
Keno selection depth
Observed pick counts; exact selections and draw arrays stay private while settlement remains aggregated.
Dice prediction bands
Source target conditions stay separate from settled return.
Limbo target bands
Higher targets are rarer outcomes; the ratios remain short-window observations.
Ultimate Dice ranges
Inside/outside range choices are grouped before any performance comparison.
Coin Flip mode split
The source single flag separates one flip from sequence mode; exact state outcomes stay private.
Crash auto-stop bands
Auto-stop settings are grouped; exact round numbers and stopped values stay private.
Game target and settled outcome are separate variables.
Target is not realized return.
The game condition stored by the source: prediction target, declared payout multiple or Crash auto-stop.
The settled outcome used for Latest Bet RTP. It is zero when gross return is zero.
Do not chart a source target as realized payout
351 source targets are unusable for this comparison
11 observed rails close into one USD ledger.
Stable account IDs support cohorts—not identities.
Non-overlapping rank cohorts.
Each source account is assigned by its last observed level, then its captured history is aggregated into that cohort.
Activity bands, not player personas.
Account IDs are stable within the tape; no names, avatars or event-level leaderboards are published.
High-stake event cohort
- Events
- 3,997
- Accounts
- 157
- Stake
- $1.68M
Calculated from the captured tape. This is not an official Qzino tab and does not identify individual accounts.
Large-return event cohort
- Accounts
- 56
- Return
- $1.37M
- Return share
- 39.0%
An aggregate tail lens. It remains inside total settlement and is never added to the ledger twice.
Fixed account cohorts—never an identity leaderboard.
Accounts are ranked internally by total captured stake; only top-N aggregate shares leave the generator.
A source flag, not a bot verdict.
The raw `isRaceBot` flag appears on 2,597 captured events. We report its coverage literally; it does not establish automation, abuse or account ownership.
Missing does not mean non-VIP.
The source-hidden true subgroup has fewer than ten accounts; both its row count and exact account count are withheld. No full VIP versus non-VIP comparison is inferred.
Coverage is strong; verification remains bounded.
Trace fields present ≠ fairness verified.
Coverage means the public source supplied the fields. This project does not verify a commitment algorithm, reveal seeds or make a fairness claim.
Coverage means the public source supplied the fields. This project does not verify a commitment algorithm, reveal seeds or make a fairness claim.
Collector time owns the report window.
No captured event is more than one week older than collection time. Collector time still defines the report period.
- normalized accounting mismatches
- 010
- stake + net = return
- source normalization gaps
- 021
- 1 repaired · 0 unresolved
- mutable public labels
- 0328
- never exported
- level changes
- 04247
- latest-observed cohort assignment
A complete settlement tape with rich mechanics—and a measurably tail-loaded headline.
Observed strengths
- 422,004 unique captured events have usable USD stake and gross return; 1 incomplete USDT source pair was reconstructed from matching raw amount and return fields.
- 7 official Originals titles map to game-specific state fields instead of a generic game-name list.
- Stable source account IDs support privacy-gated activity, rank and concentration cohorts.
- Raw hash and random-seed values are excluded; count-only field coverage remains public.
Evidence limits
- The top 100 returns carry 39.02% of captured gross return; the 154.85% Latest Bet RTP is not a configured or long-run RTP.
- Keno uses a different raw envelope from the 6 source-labelled Originals games.
- 1 source row arrived without a complete normalized pair. The repair accepts only matching numeric USDT amount and return; conflicting or non-USDT gaps still stop generation.
- VIP metadata is sparse; its source-hidden true branch is privacy-banded as <10.
- No over-week source-time replay is observed; collector time remains the reporting-window contract.
Not assessed
- Deposits, withdrawals, bonuses, customer support, KYC or sportsbook quality.
- Casino-wide turnover, total online audience or uncaptured game activity.
- Provably-fair algorithm correctness or independent outcome verification.
- Account ownership, person-level behaviour or individual profitability.