A slot-heavy feed with a very different money map.
We reconcile the captured Reels public betting tape across 5 source-labelled routes. Paired normalized USD is one ledger; RP/REELS is another. Neither becomes casino-wide turnover, revenue, or theoretical RTP.
- Captured events
- 501,773
- 7d collector window
- Paired USD stake
- $138.92M
- 498,561 complete rows
- Latest Bet RTP
- 95.720%
- Observed paired-USD ratio
- RP / REELS stake
- 110.69M RP
- Source units · no USD conversion
First decide what the tape can actually prove.
Three claims, three evidence states
Calculated
Not assessed
Short sample, large tail
Two ledgers enter. They never merge.
- Gross return
- $132.97M
- Player net
- −$5.95M
- Latest Bet RTP
- 95.720%
- Accounts
- 567
- Gross return
- 101.98M RP
- Player net
- −8.71M RP
- Latest Bet ratio
- 92.131%
- Accounts
- 53
3 non-REELS rows lack the complete three-field normalized tuple. Counted as events; excluded from all stake, return and RTP arithmetic.
98.73% of events are slots. 82.74% of paired-USD stake is.
21 source rails, 4 accounting families.
| Rail | Family | Events | Accounts | USD stake / RP stake | Latest Bet ratio |
|---|---|---|---|---|---|
| USDT | Stablecoins | 331,195 | 427 | $116.62M | 97.84% |
| RUB | Fiat | 70,240 | withheld | withheld | withheld |
| PLN | Fiat | 18,939 | withheld | withheld | withheld |
| JPY | Fiat | 16,437 | withheld | withheld | withheld |
| USDC | Stablecoins | 11,996 | 13 | $1.26M | 135.96% |
| TRY | Fiat | 11,389 | withheld | withheld | withheld |
| USD | Fiat | 8,669 | withheld | withheld | withheld |
| ETH | Crypto | 8,084 | withheld | withheld | withheld |
| TON | Crypto | 5,361 | withheld | withheld | withheld |
| VND | Fiat | 3,815 | withheld | withheld | withheld |
| REELS | RP / REELS | 3,209 | 53 | 110.69M RP | 92.13% |
| LTC | Crypto | 2,903 | withheld | withheld | withheld |
| KZT | Fiat | 2,493 | withheld | withheld | withheld |
| EUR | Fiat | 2,270 | withheld | withheld | withheld |
| CAD | Fiat | 1,774 | withheld | withheld | withheld |
| ARS | Fiat | 1,286 | withheld | withheld | withheld |
| KRW | Fiat | 1,003 | withheld | withheld | withheld |
| AUD | Fiat | 564 | withheld | withheld | withheld |
| UAH | Fiat | 113 | withheld | withheld | withheld |
| BTC | Fiat | 27 | withheld | withheld | withheld |
| DOGE | Fiat | 6 | withheld | withheld | withheld |
“Withheld” can mean the rail itself is below ten contributors, has no compatible ledger, or belongs to a family with a sub-threshold sibling whose money could otherwise be reconstructed by subtraction. It never means zero.
Every allowlisted Original appears: 9 of 9.
observed
4,067 events across 97 anonymous accounts, with USD-priced and source-unit rows reconciled independently.
- Paired rows
- 908
- RP rows
- 3,159
Dice points
Mines points
Cross the Swamp
Coin Flip
Cross the Swamp points
Miner
Hilo points
Tower
Hilo
RP is an interface label, not a market valuation
Provider breadth is measured from play, not copied from a lobby.
28 qualified providers
79 qualified identities
A “withheld” Paired-USD cell reflects contributor or complement protection, not a zero stake or return.
betting-feed denominator
dated catalogue comparison
provider + title combinations
The official catalogue and observed play labels are not proven to share a denominator; 70 versus 60 is context, not a “coverage rate”.
Rounded display multipliers and exact money answer different questions.
What the rounded multiplier implies
Where normalized stake sits
Rounded display distribution
99,690 rounded-multiplier differences
1% of paired events carries 70.46% of paired stake.
At least 5 P99 events per account
- Repeated-lane events
- 014,893
- 0.98%
- Paired stake
- 02$96.43M
- 69.42%
- Gross return
- 03$91.17M
- 68.57%
- Latest Bet RTP
- 0494.55%
- short capture
How much paired stake the highest-stake accounts carry
Aggregate directions, not a winner leaderboard
No complementary subtraction.
RP/REELS direction rows are omitted under the total-only source-unit contract. No sibling direction may be reconstructed by subtraction, even if every future direction clears the contributor threshold.
Two top-100 lenses show two different kinds of tail.
Top 100 realized multiples
exact paired gross return divided by paired stake
- Cohort stake
- $7.93K
- 0.01%
- Gross return
- $8.62M
- 6.48%
- Player net
- +$8.61M
- 56 accounts
- Aggregate ratio
- 108,689.18%
- 59 title identities
Top 100 paired gross returns
paired normalized USD gross return
- Cohort stake
- $14.10M
- 10.15%
- Gross return
- $45.17M
- 33.97%
- Player net
- +$31.06M
- 23 accounts
- Aggregate ratio
- 320.24%
- 23 title identities
Remove largest stakes
paired USD onlyRemove largest gross returns
paired USD onlyThe RP tail stays total-only
Interface locale is useful context—never a map of people.
Qualified locale labels
Capture arrival profile
- P50 lag
- -4.21s
- median
- P95 lag
- -0.63s
- 5,036 >15s
- P99 lag
- 15.10s
- 1,727 >60s
- Maximum
- 275.1s
- 486,939 negative jitter rows
168,286 coherent collection batches
- P50 gap
- 2.64s
- between batches
- P95 gap
- 6.74s
- between batches
- P99 gap
- 18.07s
- 281 >60s
- Maximum gap
- 28m
- 1 >15m
Stable account keys support anonymous grouping only.
Across 581 mutable public labels; <10 accounts changed labels.
Sub-threshold and complement-reconstructable aggregates keep counts or bands, never exact money.
A high-volume public tape with an unusually concentrated money layer.
What the Reels capture supports—and where it stops.
Observed strengths
- A coherent 501,773-event capture with complete raw-shape and mapping checks.
- Paired USD and RP/REELS source units reconcile as independent ledgers; 3 gaps remain count-only.
- All 9 allowlisted Originals are observed through an exact title, slug and provider allowlist.
- Anonymous concentration, P99 and fixed top-100 cohorts make the long tail inspectable without exporting identities.
Evidence limits
- The 7d sample is short and highly sensitive to large stakes and returns.
- Source type and locale are interface labels, not canonical taxonomy, geography or demographics.
- Official winner-tab category / setting identifiers and online-count history were not retained.
- Low-contributor money is withheld, so some rows intentionally show bands rather than values.
Not assessed
- All Reels wagering, casino turnover, revenue or operator profitability.
- Theoretical game RTP, fairness, licensing or withdrawal quality.
- Official Top wins, Big multipliers or All time top populations.
- Free spins, jackpots, live-game online history or player identity.
Reproducible from one immutable snapshot contract.
From merged database to page
- 01Scope
casino = reels inside the full 7d collector-time window.
- 02Validate
Raw JSON shape, timestamps, normalized aliases, settlement identity and Originals mappings must close.
- 03Partition
Paired normalized USD, RP/REELS source units and normalization gaps are mutually exclusive.
- 04Aggregate
Fixed boards and cohorts are computed in SQLite; privacy gates apply before export.
- 05Render
This route displays only the checked snapshot literal and explicit official-source context.
Quality checks closed
No free-spin inference
Capture health is descriptive
501,773 rows · 168,286 batches · data through 28 Jul 2026 13:45 UTC