Slots own the traffic. House games own the payout shock.
One All Bets feed resolves into three product floors. This report keeps traffic, stake, gross return and source signals on the same collector-time board—without turning a short, tail-heavy capture into a long-run fairness claim.
- Captured events
- 526.01K
- 2,563 casino titles
- Priced stake
- $49.89M
- 100.00% USD-priced rows
- Latest Bet RTP
- 133.272%
- Observed All Bets ratio
- Collection window
- 7d
- collected_at basis
282,544 Video Slots rows lead the event count.
$35.27M gross return on House Originals.
77.31% of total player net sits in High or Lucky.
Coverage is diagnostic; collector time defines this edition.
One complete collector window; one deliberately mixed source clock.
- collection batches
- 01238,022
- 2.21 events average
- median batch
- 022
- P95 3 · max 78
- P95 collection gap
- 033.3s
- max 1561.8s
- collector-hour buckets
- 04169/169
- 0 empty
Rows, source signals and USD settlement by UTC collection day
21 Jul 2026 13:45 UTC
28 Jul 2026 13:45 UTC
rolling-7d
Source time is not the window
over 5 minutes
over 1 hour
over 7 days
after collector
External casino owns traffic; House Originals own the return shock.
House Originals
events · 41.49%
display labels
USD stake
player net
External Casino
events · 56.16%
display labels
USD stake
player net
Sportsbook
events · 2.35%
display labels
USD stake
player net
The same floor changes rank when value replaces volume.
56.16% of events does not produce the leading return book.
External Casino leads captured traffic at 295,394 events. House Originals generates 53.04% of gross return from a smaller event footprint.
133.27% is a captured ratio; the winning tail shows how unstable it is.
- observed stake
- 01$49.89M
- 526,008 complete rows
- gross return
- 02$66.49M
- source payout relation
- player net
- 03+$16.60M
- gross return − stake
- Latest Bet RTP
- 04133.272%
- not theoretical or long-run RTP
How much of the headline return survives the winning tail?
Each step removes whole events ranked by positive player net, then recomputes both stake and gross return. It is sensitivity—not a replacement RTP.
Outcome buckets describe money relation, not game settlement state.
Wager quantile tickets
The maximum stays banded
Frequency and money separate as wager size rises.
events
RTP
events
RTP
events
RTP
events
RTP
events
RTP
events
RTP
events
RTP
High Wins and Lucky Wins overlap inside All Bets; neither is a player label.
Two source signals, one captured denominator.
High Wins and Lucky Wins are embedded boolean subsets of All Bets. Their overlap is one event cell—not a second collection pass.
gross return
player net
gross return
player net
gross return
player net
gross return
player net
Source flag exactly matches player net greater than $3,000.
gross return
player net
Source flag exactly matches realized gross-return multiple greater than 5x.
gross return
player net
77.31% of total player net
Most source-marked wins originate on House Originals.
High Wins · 0.476%
Lucky Wins · 6.107%
High Wins · 0.001%
Lucky Wins · 1.085%
High Wins · 0.008%
Lucky Wins · 0.162%
High Wins is not High Rollers
11 first-party titles carry almost the entire payout shock.
stake
gross return
events
High Wins
Frequency board with aggregate settlement
The traffic leader is not the only captured-stake leader.
Related first-party mechanics; separate transaction contracts.
key coverage
RTP
stake
RTP
Reference IDs also preserve transactions
2,563 casino titles are a different denominator from 2,332 sportsbook event labels.
- casino titles
- 012,563
- 11 house · 2,552 external
- sports event labels
- 022,332
- counted · never named
- source categories
- 0322
- 14 providers
- published titles eligible
- 04412
- 2,151 suppressed
Most captured eligible casino titles
Highest captured USD stake among eligible titles
Source categories with at least 100 events
Provider labels with at least 100 events
Catalogue privacy is asymmetric
A high observed return book without settlement-state semantics.
stake
gross return
event labels
source game IDs
Names withheld; observation density retained.
Floor-level sensitivity, still not ticket status.
Four money states, zero settlement-state claims.
return
RTP
return
RTP
return
RTP
return
RTP
Never read payout geometry as settlement status
Role, level and visibility belong to events—not permanent player profiles.
Source role at event time
Event rows, not disjoint accounts
Visibility sets overlap
Broad event-context bands; VIP begins at level 500 in the observed mapping.
How many product floors appear per account key
Aggregate cohorts, no account leaderboard
events
RTP
events
RTP
Source balance context exists only on House Originals—and remains USD-valued.
K-safe source labels by captured event count
source labels
minimum accounts
suppressed labels
suppressed rows
Not a native ledger
A strong floor review; an intentionally incomplete casino verdict.
Public All Bets feed observation, not a casino audit
Observed strengths
- Every captured 500 Casino All Bets event inside one collector-time scope.
- Source High Wins and Lucky Wins booleans as overlapping event flags.
- USD stake, gross return and derived player-net relationships.
- Aggregate floor, catalogue, role, level, linkage and concentration views.
Evidence limits
- 7d collector-time window; source timestamps cover 83.05% of rows.
- The 133.272% headline ratio is tail-sensitive and cannot stand in for theoretical or long-run RTP.
- Role, level, visibility and balance labels are event context—not persistent account state.
Not assessed
- Royales and any surface not present in the captured All Bets rows.
- Deposits, withdrawals, bonuses, fees and casino-wide revenue.
- Raw aliases, account keys, bet keys, case keys and reference keys.
- Exact top-event tuples, exact extrema and individual sportsbook event labels.
- Claims about current role, level progression or sportsbook settlement state.
The snapshot owns scope, semantics and privacy; the page only renders validated aggregates.
Included in the evidence
- Every captured 500 Casino All Bets event inside one collector-time scope.
- Source High Wins and Lucky Wins booleans as overlapping event flags.
- USD stake, gross return and derived player-net relationships.
- Aggregate floor, catalogue, role, level, linkage and concentration views.
Excluded from the evidence
- Royales and any surface not present in the captured All Bets rows.
- Deposits, withdrawals, bonuses, fees and casino-wide revenue.
- Raw aliases, account keys, bet keys, case keys and reference keys.
- Exact top-event tuples, exact extrema and individual sportsbook event labels.
- Claims about current role, level progression or sportsbook settlement state.
Reproduction contract
casinos/data/bets.merged.db · casino = '500casino'
collected_at · Mixed availability; diagnostic only and never used to define the public period.
Observed USD stake and gross-return relation in the public All Bets feed; not audited casino-wide revenue or sportsbook settlement status.
High Wins and Lucky Wins are source booleans attached to All Bets events, not independently collected tabs or cohorts inferred by this project.
Public privacy boundary
aliases published
account keys published
case/reference values
exact top-event tuples
Sportsbook event names are withheld; sparse casino titles and balance labels are suppressed; exact extrema remain public bands.