Static snapshot

Public Payouts & Game Catalogue Review

The payout tape is selective. The attached catalogue is unusually deep.

Every captured Whale event carries a positive raw return. This review refuses to call that tape RTP or turnover; it audits the published returns and the game specifications attached to them as two separate evidence layers.

Published: 402.56K; payout-bearing events
USD paired: 93.6%; 376,655 complete pairs
Catalogue: 1,709; surfaced game identities
Capture: 7d 0.0h; 21 Jul 2026–28 Jul 2026

1,709

surfaced game specs

product labels

1,468

release dates

1,708

declared RTP values

1,392

theme envelopes

Data as of 28 Jul 2026, 13:45 UTC

Rolling 7-day capture

No event rows or display names exported

01Selection gate

First establish what the source chose to publish.

The decisive fact is structural, not cosmetic: the captured surface contains positive-return events and omits terminal losses. Every later number inherits that selection boundary.

Source invariant

Published-event funnel

One feed, three gates

GATE A

402,558

Positive raw return

0 terminal-zero rows surfaced

GATE B

376,655

Complete USD pairs

25,903 incomplete pairs preserved

GATE C

371,878

Positive-stake pairs

4,777 zero-stake payouts beside them

Visible paired stake: 01$4.58M; Not casino turnover
Visible paired return: 02$6.78M; Published events only
Published-event difference: 03$2.21M; Not all-player net
Descriptive multiple: 041.48×; Never observed RTP

Cannot derive

No ledger-wide claims

Latest Bet RTP
Casino turnover
House edge
Overall loss rate
Player or casino net
All-play game popularity

A larger sample makes the selected tape more precise; it does not remove its selection bias.

Published payout tapecaptured

Positive raw return on every scoped event.

raw.winAmount

USD-paired layerderived

Stake and return both present in normalized USD.

bet_usd + payout_usd

Game specificationscaptured

Nested metadata attached to published events.

raw.game

Stable accountsunavailable

Display strings are not verified account identities.

aggregate-only

Complete betting ledgerunavailable

Terminal losses are absent from the surface.

not collected

Observed means present in the source; calculated means reproducibly derived inside the selected capture; unavailable means the review makes no claim.

02Published payout anatomy

Describe the selected tape without pretending it is the casino.

Outcome classes are useful inside the published surface. They explain whether visible return sat below, at or above visible stake, while keeping zero-stake and incomplete-USD events explicit.

USD-paired events

Reading rule

Return is visible. Acquisition cost is not always visible.

Each tile answers a different question and preserves its own denominator.

Paired coverage

93.57%

376,655 of 402,558 events carry both USD values.

Zero-stake layer

4,777

$32,696.85 return; trigger and acquisition cost unknown.

Terminal losses

0 surfaced

This absence defines the payout-selected editorial boundary.

Positive-stake paired event shape371,878 events · selected feed

Partial return52.31%
194,516 · Return below stake
Parity6.16%
22,902 · Stake returned
Net-positive return41.54%
154,460 · Return above stake

Visible money totals by outcome class inside the published Whale feed
Outcome	Events	Visible stake	Visible return	Difference
Partial return	194,516	$1,560,140.94	$722,496.26	-$837,644.68
Parity	22,902	$185,341.47	$185,341.47	$0.00
Net-positive return	154,460	$2,831,930.71	$5,843,951.10	$3,012,020.39
Zero-stake payout	4,777	$0.00	$32,696.85	$32,696.85
Unpriced	25,903	—	—	—

Zero stake does not automatically mean free spin

These 4,777 events remain part of visible return and receive their own layer. The source does not expose a paid trigger, bonus purchase or acquisition cost, so no RTP denominator is invented.

Tail test

Remove the largest published returns

Baseline

1.48×

Excl. top 1

1.49×

Excl. top 10

1.48×

Excl. top 100

1.42×

Excl. top 1,000

1.44×

Sensitivity falls from 1.48× to 1.44× after excluding the 1,000 largest returns. It remains a selected-feed multiple, never a corrected RTP.

03Surfaced catalogue atlas

The most valuable layer is attached to the events, not inferred from them.

1,709 collision-safe game identities expose 53 product labels and a broad specification envelope. Counts describe the catalogue slice surfaced during capture—not Whale's complete inventory.

raw.game

Surfaced identities: 011,709; raw game ID → code fallback
Categorized identities: 021,701; 8 surfaced identities lack category tags
Product labels: 0353; Source labels, not legal entities
Currency rails: 0412; Native totals stay separate

Category coordinates

Identity breadth vs published frequency

Video Slots

1,413 games · 353,967 events

Sparse / uncategorized

8 games · 16,805 events

Live Baccarat

51 games · 9,775 events

Live Game Shows

27 games · 4,620 events

Crash Games

35 games · 4,422 events

Live Blackjack

92 games · 2,848 events

Live Roulette

31 games · 2,647 events

Arcade Games

5 games · 1,151 events

Blackjack

8 games · 845 events

Bingo

4 games · 838 events

surfaced games published payout events

Product index

Breadth and tape presence are different rankings

Pragmatic Play

224 games · 132,367 events

Play'n Go

120 games · 37,833 events

Hacksaw Gaming

195 games · 36,145 events

Evolution Gaming

186 games · 20,005 events

OneTouch

10 games · 17,550 events

original

8 games · 16,805 events

Nolimit City

83 games · 14,927 events

BGaming

59 games · 14,412 events

Novomatic

44 games · 11,674 events

Booming Games

38 games · 8,910 events

Frequency is not all-play popularity

A game or product can rank highly because it appears often in the payout-selected feed. Missing terminal losses prevent a demand or total-play interpretation.

Published game index

Pragmatic Play · Video Slots

5,571

events

04Specification coverage

Measure what each surfaced identity actually carries.

Coverage is counted once per collision-safe game key. Source-declared RTP and mechanics are catalogue properties; they are neither observed performance nor an independent truth check.

Distinct-game basis

Field coverage map

Denominator: 1,709 surfaced identities

Declared RTP

Source-declared, > 0 and ≤ 100 · 1 excluded

1,708 · 99.9%

Volatility

Positive source value

1,413 · 82.7%

Hit ratio

Positive source value

883 · 51.7%

Release date

Parseable source date

1,468 · 85.9%

Paylines

Numeric source field

942 · 55.1%

Features

Non-empty array

1,258 · 73.6%

Themes

Non-empty array

1,392 · 81.5%

Technology

Non-empty array

8 · 0.5%

Restrictions

Blocked-country array present

1,701 · 99.5%

Platforms

Platform array present

1,701 · 99.5%

Declared configuration

RTP metadata distribution

1,708 games · 99.94% coverage

96.06%

median declared

< 94%154 · 9.0%

94–<95%306 · 17.9%

95–<96%148 · 8.7%

96–<97%835 · 48.9%

97–<98%92 · 5.4%

98%+173 · 10.1%

90.00%

Min

94.51%

96.51%

99.70%

Max

Array ordering is normalized; real drift remains visible

Arrays are compared as sorted distinct tag sets, so a reordered list is not a conflict. Identity and core scalar fields are stable. Feature tag sets are stable. Certification tag-set conflicts: 0.

0 title conflicts0 product conflicts0 feature-set conflicts0 certification-set conflicts

05Release radar

Source-dated catalogue through 28 Jul 2026.

1,468 surfaced identities carry a parseable release_date. These dates are source catalogue properties—not proof of when a title appeared on Whale.

release_date

Catalogue cohorts

One count per surfaced game identity

≤ 2019162 · 9.5%

2020–22247 · 14.5%

2023146 · 8.5%

2024220 · 12.9%

2025367 · 21.5%

2026326 · 19.1%

No date241 · 14.1%

Coverage, not chronology of the operator

“2026” means the attached source date falls in 2026. It does not mean we observed the game launch, listing date or first Whale wager.

Latest source dates

Release metadata attached to surfaced titles

Whale surfaced games ordered by source catalogue release date
Source date	Game	Product	Category	Declared RTP
2026-07-15	MONOPOLY Roll ‘em	Evolution Gaming	Other Live Games	96.97%
2026-07-14	Arena of Iron	Hacksaw Gaming	Video Slots	94.28%
2026-07-14	Bursting Crowns 5	GameArt	Video Slots	96.34%
2026-07-14	Caramel Lollipop Bonanza	Barbarabang	Video Slots	96.00%
2026-07-14	Dynasty VIP Blackjack 1	Evolution Gaming	Live Blackjack	99.29%
2026-07-14	Dynasty VIP Blackjack 2	Evolution Gaming	Live Blackjack	99.29%
2026-07-14	Kick of Fury	Mancala Gaming	Crash Games	95.00%
2026-07-14	Opera Roulette	Winfinity	Live Roulette	97.00%
2026-07-13	Ace Bounty ReSpin Saloon	Playnetic	Video Slots	92.48%
2026-07-13	Coin Voltage - Blast the Bonus 3x3	Spinomenal	Video Slots	96.13%
2026-07-13	Dogs Arena	Delulu	Video Slots	96.09%
2026-07-13	Lucky Birds	BGaming	Crash Games	96.00%
2026-07-13	MLK Voyage	Delulu	Video Slots	96.13%
2026-07-13	Monkeys Wild Party	PGSoft	Video Slots	96.75%
2026-07-13	Oh My Gods	Delulu	Video Slots	96.13%
2026-07-13	Portal Plinko	Delulu	Crash Games	96.20%

06Features, themes & mechanics

Configuration signals are broad in some fields and almost absent in others.

Feature, theme and volatility values are counted per surfaced identity. Sparse technology metadata is reported as sparse—never converted into a claim that the other games lack HTML5 or another technology.

Catalogue arrays

Feature 01

Bonus Rounds

1,204

surfaced identities · 70.45%

Feature 02

Bonus Buy

929

surfaced identities · 54.36%

Feature 03

In-game Jackpot

145

surfaced identities · 8.48%

Theme ledger

Top 12 normalized source labels

cardsymbols

525

animals

151

fruits

140

gems

asian

dark

egypt

777

characters

magic

fantasy

fish

Source volatility ladder

1,413 games with a positive value

282

210

507

329

Technology is genuinely sparse

Only 8 surfaced identities have a non-empty technology array: HTML5 (4) and html5 (4). Case variants remain visible instead of being silently merged.

07Availability metadata

Inventory the source flags without turning them into legal conclusions.

Platform, capability, certification and blocked-country fields belong to the attached game catalogue. They describe what the source says—not observed usage, operator licensing or a jurisdictional opinion.

No legal inference

Platform flags

DESKTOP1,701

MOBILE1,701

A support flag is not observed device usage.

Capability flags

Freebet support: 1,385
Demo support: 1,154
Phoenix jackpot true: 0

Support does not prove a capability occurred in a published event.

Certification tags

CURACAO1,417 · 82.9%

MGA1,338 · 78.3%

Game metadata tags are not an operator-licence verification.

Blocked-country frequency

GB1,599

US1,429

RO1,300

AU1,299

SE1,246

GR1,160

ES1,144

DK1,141

Frequency across surfaced game specs, not a legal availability map.

Three different non-equivalences

Certification tag ≠ operator licence. Blocked-country flag ≠ legal advice. Capability support ≠ observed use. The review keeps all three inventories because the source exposes them, and keeps their limits beside the numbers.

08Whale-specific rails

Three surfaced rails, three different metadata contracts.

508

events

387

USD pairs

$519.49

visible return

* RTP badges are source-declared catalogue metadata, not observed return. 1 distinct declared value across 8 cards (97%). Original cards use published-event counts; the tape remains payout-selected.

External catalogue

1,700 catalogue identities

Published events: 381,755
USD paired: 357,189
Visible stake: $3.14M
Visible return: $4.60M

Rich attached specs power the catalogue atlas; they do not prove full inventory coverage.

Sportsbook aggregate

Sports Betting

Published events: 3,998
USD paired: 3,882
Visible stake: $1.22M
Visible return: $1.89M

One BetsyGames aggregate identity: no sport, market, odds or bet-type claims are possible.

09Currency coverage matrix

Keep 12 native rails separate; map USD only where both values exist.

Native stake and return remain inside each source currency. The table never sums BTC, TON, BONK or any other unit together, and it preserves conversion gaps rather than filling them with zero or an external rate.

12 independent ledgers

USD-paired coverage

93.57%

Gap currencies

CUSD · WHALE · BONK

Incomplete events

25,903

Native source-currency totals and normalized USD coverage for Whale published payout events
Currency	Published events	USD pairs	Coverage	Gaps	Native stake → return	Visible USD stake → return
USDT	242,702	242,702	100.00%	0	4.07M USDT → 5.95M USDT	$4,073,327.03 → $5,951,603.42
TON	79,254	79,254	100.00%	0	114.88K TON → 215.85K TON	$171,823.98 → $322,728.62
SOL	34,954	34,954	100.00%	0	1,414.1095 SOL → 2,247.085 SOL	$106,830.56 → $169,763.21
CUSD	24,460	0	0.00%	24,460	51,999.2177 CUSD → 85,668.4549 CUSD	— → —
BTC	6,477	6,477	100.00%	0	0.3201608 BTC → 0.67125679 BTC	$20,916.91 → $43,897.24
BNB	6,446	6,446	100.00%	0	14.0911 BNB → 36.0865 BNB	$8,017.57 → $20,509.93
ETH	6,316	6,316	100.00%	0	102.9007 ETH → 143.885 ETH	$196,195.71 → $274,329.43
WHALE	1,221	0	0.00%	1,221	2.07M WHALE → 7M WHALE	— → —
USDC	270	270	100.00%	0	220.0223 USDC → 1,528.0452 USDC	$220.16 → $1,529.05
BONK	222	0	0.00%	222	4.1M BONK → 13.69M BONK	— → —
NOT	222	222	100.00%	0	90,188.333 NOT → 171.26K NOT	$32.16 → $61.02
TRUMP	14	14	100.00%	0	30.4826 TRUMP → 39.626 TRUMP	$49.05 → $63.76

CUSD, WHALE, BONK have no complete USD pairs in this capture. Native values remain available and are not converted by this project.

10Evidence verdict

A rich catalogue review wrapped around a deliberately narrow activity source.

The page is strongest when it treats metadata depth and payout-tape selection as two simultaneous facts. It intentionally produces no casino score.

No recommendation

Evidence verdict

What this Whale capture supports—and where it stops.

Evidence is current through 28 Jul 2026, 13:45 UTC and can be regenerated from the merged SQLite source.

Evidence boundary · no score

Evidence present

Observed strengths

402,558 unique published payout-bearing events with a closed selection partition.
1,709 collision-safe surfaced game identities, including 1,701 with source category tags.
1,708 valid source-declared RTP values plus release, mechanics and availability metadata.
Reconciled outcome, surface, currency and USD-pair partitions with explicit conversion gaps.

Scope constrained

Evidence limits

Terminal-loss events are absent, so no observed RTP, turnover, house edge, loss rate or all-player net is valid.
25,903 events lack a complete USD pair; zero-stake payout acquisition cost is unknown.
0 game ID shows certification tag-set drift; the latest captured representative is used.
Display-name strings are not stable account IDs; only anonymous aggregate concentration is retained.

No claim

Not assessed

Operator licensing or the truth of game certification tags.
Withdrawals, deposits, solvency, support quality or account experience.
Fairness, RNG implementation or whether declared RTP configurations are active.
Complete Whale inventory, legal geo eligibility or sportsbook market coverage.

11Method & QA

The snapshot is a versioned contract, not a page-time database query.

SQLite is read during generation, validated, reduced to privacy-safe aggregates and imported statically by the route. New collected events update the same contract; after seven captured days the shared period helper switches to a rolling seven-day window.

Reproducible

Validation ledger

Checks that must close before the snapshot can be written

Unique event and source keys

Strictly positive raw return

Paired + incomplete USD closure

Outcome and money closure

Surface and currency closure

Tail baseline reconciliation

Collision-safe catalogue keys

Conflict counters preserved

RTP and release distributions close

Originals and sportsbook partitions

Privacy field deny-list

Byte-for-byte snapshot check

Privacy boundary

Public name variants: 1,459
Top-1 anonymous share: 2.76%
Top-10 anonymous share: 16.61%
Top-50 anonymous share: 44.48%

No label strings, event IDs, exact event times, player histories, raw JSON or external media URLs enter the public snapshot.

Not a High Rollers dataset

Public display strings are neither verified people nor stable accounts. The page does not attach money or game history to them and does not construct a player leaderboard.

Merged SQLitecaptured

Append-only casino bet rows in one coherent database.

bets.merged.db

Capture scopederived

rolling-7d by collected_at boundaries.

7d 0.0h selected

Whale contractderived

Aggregates, catalogue model, privacy and validations.

schema v1

Static routederived

No request-time SQLite or casino API call.

/whale

Snapshot 1 · collected_at 2026-07-21T13:45:37.028062+00:00 → 2026-07-28T13:45:37.028062+00:00 · data as of 2026-07-28T13:45:37.028062+00:00