Data · Blog
Crypto Gambling Statistics, and which of them survive contact with a blockchain.
Counted on-chain, not estimated from traffic.
Tested & written by CalderCashout · CryptoCasino.ReportTap for more +Tap to close ×
CalderCashout · the reviewer on a team of three, pseudonymous on purpose. The money is public. Our names aren't.
I run every page here the same way: deposit first, write second. I send my own crypto, play, request the withdrawal, log the timestamps and the transaction hashes, and only then write. Nothing here is a rewrite of a casino's press kit or somebody else's list.
My ledgernet +1.46 USDT · 0.00061719 BTC in play
Lost 0.00004940 BTC on Plinko at FortuneJack
3 sessions at 0.000013 BTC a betDeposited 0.00062 BTC at FortuneJack
Sent 1:51 PM, 4 min · wallet fee 0.00000209tx 3f34458a…fbe1 ↗Withdrew 0.00062053 BTC from FortuneJack
0.00004962 fee · confirmed in my wallet at 3:52 AMtx bee533f8…6fd0 ↗
The number everyone quotes, $81.4 billion of crypto casino revenue in 2024, is not a casino figure, was never published with a method, and is at least seven times the highest estimate built from on-chain data. Here is what can actually be counted.
Data currency: At publication, September 2026 was the latest month published. I found no October report and no Q3 aggregate, so anyone quoting an October figure is reading a live dashboard, not a dataset.
Crypto gambling statistics at a glance
- $48.8 billion in on-chain deposits at 41 tracked crypto casinos over the trailing 12 months, per the September 2026 report.
- $4.97 billion deposited in September 2026 alone, from 1.32 million wallets.
- 73.3% of tracked deposit value was in stablecoins. USDT alone was $2.63 billion.
- 43.1% of the money came from deposits of $100,000 or more, just 0.08% of all deposits.
- 45.5% of September's tracked deposit value went to one casino, Stake.
- $81.4 billion, the most-quoted figure, covers all crypto gambling, is modelled from web traffic, and is at least seven times the highest on-chain-based estimate.
- 15% of 40 crypto casinos audited in a 2023 study offered limit-setting tools.
The $81.4 billion problem: how big is crypto gambling really?
In April 2025 the Financial Times reported that crypto casinos took $81.4 billion in 2024. The figure came from Yield Sec, a firm that sells monitoring to governments and regulators, and whose US gambling research has been sponsored by a reform campaign, the Campaign for Fairer Gambling. It is built from web traffic and time spent on gambling pages, multiplied by an unpublished value-per-visit assumption. No blockchain data is involved.
Yield Sec's own product breakdown splits that total across several kinds of gambling, with casino at 59%. Its founder later said the casino framing was the newspaper's, not the firm's. The casino slice is about $48 billion.
| Estimate | Figure | Method |
|---|---|---|
| Yield Sec, all crypto gambling | $81.4B | Traffic monitoring × undisclosed value per visit |
| Yield Sec, casino slice | ~$48.0B | 59% of the above, by its own product table |
| Tanzanite | ~$10–11B | Measured deposits (90+ wallets, 20 casinos, 4 chains) × the 0.37 revenue-to-deposit ratio Stake reported about itself. Supported by Stake. |
| Gambling Insider | $5.7–11.4B | $22.7B of measured 2025 deposits at 12 casinos × an assumed 25–50c held per $1. Queries public. |
The deposits behind the two lower estimates are counted on-chain. Turning deposits into revenue takes an assumed hold rate, so the revenue figures themselves are modelled.
The sanity check that settles it: independent estimates of the entire global online gambling market for 2024 range from $78.7B to $95.5B across five research firms. If crypto alone were $81.4B, almost nothing would be left for the regulated industry.
What can actually be counted: on-chain deposits
Deposits are the only hard series here. Revenue, handle and player counts are not measurable from outside. Apart from one set of filed company accounts, every revenue figure you will see is either a traffic model or a deposit number multiplied by an assumed hold rate.
Two trackers now publish trailing-year totals from the same underlying data and do not agree: $48.8 billion against $44.7 billion. Neither explains the $4.1 billion gap. I use the higher figure because its panel is documented, and I am telling you about the other rather than picking quietly.
Growth rates need care. Trackers keep adding casinos: Tanzanite covered 20 when it published its rebuttal of the $81.4B figure and covers 41 now. The $44.7B tracker reports deposits up 84% year on year, but does not say whether its panel stayed the same.
A mass market by transactions, a whale business by value
This is the most distinctive finding in the category and it almost never appears in industry coverage. Two-thirds of deposits are under $100 and together they carry 2.6% of the money.
| Deposit band | Share of deposits | Share of value |
|---|---|---|
| Under $100 | 64.9% | 2.6% |
| $100,000 and over4,440 wallets, 0.34% of depositors | 0.08% | 43.1% |
| $1,000,000 and over313 transactions, $780M in a month | Under 0.01% | 15.7% |
Under $100
$100,000 and over
$1,000,000 and over
September 2026. Wallets are not people: one player can run several, and an exchange-routed deposit can merge many into one.
A second, independent dataset finds the same shape. TRM Labs, working from its own wallet data, classified more than 2 million personal wallets that used gambling platforms between early 2022 and March 2026. High rollers were 6.3% of wallets but drove 91.8% of volume, averaging $13,558 per bet.
A business where 4,440 wallets supply nearly half the money is not run for people depositing $50. It is run for rakeback and VIP terms, which is also why welcome bonuses are a poor guide to where you will be treated well.
Bitcoin is no longer the default: stablecoins lead deposits
Stablecoins were 73.3% of deposit value in September 2026, but only 57.2% of what casinos hold in reserve. USDC deposits nearly doubled in eleven months, from $535M in October 2025 to $998M.
| Token | Deposit value | Deposits | Average |
|---|---|---|---|
| Tether (USDT) | $2.63B | 2.18M | $1,206 |
| USD Coin (USDC) | $998.0M | 760K | $1,313 |
| Solana (SOL) | $591.0M | 1.58M | $374 |
| Ether (ETH) | $470.0M | 969K | $485 |
| All others combinedRemainder of the September totals | ~$281M | ~1.97M | n/a |
September 2026. Ethereum settled the most value at $1.65B, Tron close behind at $1.50B. TRM puts USDT at roughly 94% of all Tron gambling volume.
The blind spot
None of the trackers cited here reads Bitcoin's base layer, Litecoin or Dogecoin: the panels I could check cover Ethereum, Tron, Solana and BNB Chain. Nor can they see deposits routed through payment processors, deposit addresses nobody has labelled, or fiat converted on site. Every measured figure here is a floor, not a total.
How much does the address list matter? DappRadar's gambling page, which counts 916 gambling apps including 46 on-chain casinos, attributes about $10.5 billion of one-year deposits across Tron, Ethereum, Solana and BNB Chain (my sum of its per-chain figures), against the $48.8 billion above. The panels cover different casinos, and the page carries no date, so read it as a demonstration that panels disagree, not as a rival total.
Market share: one operator takes nearly half the money
Stake drew 774,000 depositing wallets in September, more than the next nine operators combined, and 45.5% of that month's tracked value. On the $44.7 billion tracker, the top three, Stake, Roobet and Shuffle, hold about three-quarters of tracked deposits over the trailing year.
| Operator | Deposits, trailing 12 months | Year on year |
|---|---|---|
| Stake | $22.1B | +60% |
| Roobet | $9.38B | +181% |
| Shuffle | $2.34B | +41% |
| BC.Game | $2.28B | +7% |
| Rainbet | $1.76B | Not given |
| Rollbit | $786M | −35% |
Yearly view from the $44.7B tracker, as published by Business of iGaming. The $48.8B report puts Stake at $23.7B but gives no growth rates.
Two warning labels. BC.Game's August total was restated from $46.1M to $164M. And Rollbit's tracked deposits fell to seven, worth $1,040, in September, from about 31,900 worth $14.4M in August. A drop that steep is more likely a tracking gap, such as rotated deposit addresses, than a collapse.
Only one figure in this industry comes from filed accounts, and it is not a casino's. Easygo Group, which provides core technology and operational services to Stake, lodged accounts with ASIC, Australia's corporate regulator, showing A$970M revenue and A$257M net profit for the year to June 2025. Stake's own $4.7B gross gaming revenue for 2024 is self-reported, as is every other operator number in circulation.
Curaçao licences after the reform
The old sublicence system has been replaced: operators now hold licences in their own name, listed on a public register. That is a real improvement. The most useful thing on that register, though, is the warning the regulator prints on it.
The Curaçao Gaming Authority says on its own register page that these overviews do not guarantee the current validity of the licences. That is not a technicality. Under a policy the authority announced in December 2025, an operator whose application is still being assessed keeps trading on its existing provisional licence, and the authority said that until a final decision is reached, the current status remains unaffected. When I checked the register on October 27, Stake's own entry was in exactly that state: past its June 9, 2026 expiry and marked "Assessment in progress".
So a Curaçao licence number on a site may be pointing at an application nobody has finished reviewing, on a register the regulator itself will not vouch for. Read it as evidence that an operator applied, not that it passed.
Meanwhile Anjouan, another offshore licensing option, faces a challenge from its own national government. The Comoros disputes the authority of the bodies issuing Anjouan licences, plans legal action, and has asked international police and financial-intelligence agencies, including the UK's, for help. Anjouan Gaming maintains its licences are valid. Nearly 1,500 businesses sit on its public register.
Before you trust a licence claim
Open the register and match three things, not one: the company name in the site's footer, the licence number, and the domain. A licence number alone proves nothing. Note the edition date too: the register is reissued as dated editions, and the regulator's licensing portal was accessed without authorisation for around nine months before the breach was stopped in September 2026.
I check this for every casino I test. See the License Tracker →
Player protection: 85% offered no way to set a limit
The best evidence comes from researchers at the University of Bristol and the University of East London, who audited 40 crypto casinos' consumer protections and published their findings open access. Fifteen per cent offered limit-setting tools, against 85% of conventional online operators in earlier studies. Sixty per cent offered voluntary self-exclusion, against 93%. And 37.5% offered no safer-gambling tools at all. The University of Bristol's own summary puts the figures in plain English.
That audit was published in 2023, and it is still the reference. A July 2026 article in the BMJ, by University of Bristol researchers and clinicians from two NHS gambling services, including the National Gambling Clinic, cites the same audit, and I found nothing newer that replaces it.
On harm I want to be precise, because it is routinely overstated in both directions. The BMJ authors put it plainly: "The true scale of cryptocurrency gambling and trading harms in society is unknown." I found no published study that measures problem gambling among people who gamble with crypto at casinos. What exists is indirect. The BMJ authors say crypto trading can carry heightened risks of harms similar to gambling, and a 2024 study of 487 crypto investors found problem-gambling scores were among the strongest predictors of the harm they reported.
The same article says its clinician authors have seen children at their clinics harmed by online casinos that accept crypto deposits. It also cites a UK survey of 521 teenagers aged 13 to 16, in which 18% owned cryptocurrency they could use on gambling platforms. That measures ownership, not gambling, and I found no study measuring the rest.
Statistics to stop repeating
| The claim | What's wrong with it |
|---|---|
| “Crypto casinos made $81.4B in 2024” | Covers all crypto gambling, not just casinos. Modelled from web traffic, with no published method. |
| “Up fivefold from $16B in 2022” | The fivefold claim is repeated online, but I found no published 2022 figure behind it. $16B is simply $81.4B divided by five. |
| “Bitcoin is used in 55% of crypto gambling deposits” | Listed on statistics-aggregator pages with no source tied to it. The trackers here don't read Bitcoin's base layer, so no measured Bitcoin share exists, and stablecoins are 73.3% of tracked deposit value. |
| “78% of crypto gamblers are male, 70% are college-educated” | Listed with no sample size, method or survey tied to either figure. |
Numbers that do not exist publicly
These are the numbers readers ask for that I could not find published by any operator, regulator, analytics firm or academic.
- Total wagering handle, and casino revenue beyond one 2024 self-report
- Bitcoin and Litecoin base-layer gambling volume
- Unique players, as opposed to wallets
- What share of bonuses are ever cleared, and how often winnings are voided
- Independent withdrawal-time measurements
- Problem-gambling prevalence among crypto casino players
Two of these can be measured by anyone willing to deposit real money and time the result: withdrawal times and bonus clearance. That is what my ledger is for, with every deposit and cash-out carrying its public transaction hash. So far it holds one casino: one deposit and one withdrawal, and no bonus cleared, because Stake offered me none. One cash-out is not a dataset. It becomes a small one as each new casino is tested.
How to check all of this yourself
A page that attacks unverifiable statistics has no business asking to be taken on trust.
| The claim | How to check it | What you should find |
|---|---|---|
| $22.7B of 2025 deposits | Run Dune queries 8054184 and 8056055 at dune.com/queries/<id> | The wallet set and per-casino totals. The only fully reproducible claim chain in the sector. |
| Any casino's deposit flow | Paste a labelled hot wallet into Etherscan or Tronscan | The deposits themselves, with timestamps. The same data the analysts read. |
| The Curaçao counts | Fetch the enforcement register PDF from gamingcontrol.spin-cdn.com | The 10 July 2026 edition lists 31 notices, each marked only "Revoked" or "Not extended by the CGA", with no reason given. |
| An RTP claim | Use the provably fair verifier, then recompute the paytable separately | The verifier proves the roll was not altered. It does not prove the advertised RTP. |
| The $81.4B figure | Look for a published methodology | None, in the eighteen months since the FT ran the figure in April 2025. This is the one claim here nobody can verify. |
Three traps when you check
- A transaction count is not a dollar figure. Reports often write “31,900 worth $14.4 million” where the first number is a count. I made exactly this error in an earlier version and corrected it.
- Tracked deposits are not deposits. When an operator rotates addresses the data falls to zero while the business is unchanged, so address rotation reads as collapse.
- Panel size changes distort growth. Tanzanite's coverage went from 20 casinos to 41. Compare operators like for like, never headlines.
What sits behind this
Most of the measured deposit data comes from one analytics provider, Tanzanite, which lists Stake under "Supported by" on its homepage, and Stake is the largest operator in its own dataset. The two outlets I take its figures from, VIP-Grinders and Business of iGaming, are gambling-industry publishers. The only dataset you can fully rerun is Gambling Insider's, because its queries are public.
Deposits are not losses. Every revenue estimate here rests on an assumed hold rate, and Tanzanite's uses a ratio Stake reported about itself. If you find an error, or a source I have got wrong, tell me and I will correct it with the date shown.
Crypto gambling statistics: quick answers
How big is the crypto gambling market?
Counted on-chain, the 41 crypto casinos in Tanzanite's panel took $48.8 billion in deposits over the trailing 12 months, per its September 2026 report. Deposits are not revenue. Revenue estimates built from on-chain deposits range from about $5.7 billion to $11.4 billion, and all of them rest on an assumed hold rate.
Is the $81.4 billion crypto casino figure accurate?
Not as a casino figure. It covers all crypto gambling, comes from a web-traffic model with no published method, and is at least seven times the highest estimate built from on-chain data. Its casino slice is about $48 billion.
What share of crypto casino deposits are stablecoins?
73.3% of tracked deposit value in September 2026, led by USDT at $2.63 billion and USDC at $998 million.
Which crypto casino has the largest market share?
Stake. It took 45.5% of tracked deposit value in September 2026, from 774,000 depositing wallets, more than the next nine operators combined.
Do crypto casinos offer responsible gambling tools?
Often not. In a 2023 audit of 40 crypto casinos, 15% offered limit-setting tools, 60% offered voluntary self-exclusion, and 37.5% offered no safer-gambling tools at all.
Sources
Every figure above traces to one of these. Where a source is commercially interested, that is stated in the text.
- Gambling Insider, how big (or small) is the industrygamblinginsider.com
- Tanzanite, the $81B myth debunkedtanzanite.ghost.io
- Tanzanite home page, “Supported by” Stake in the footertanzanite.xyz
- VIP-Grinders, crypto casino market report (Tanzanite data)vip-grinders.com
- Business of iGaming, crypto casino deposit volumebusinessofigaming.com
- TRM Labs, on-chain gambling volumetrmlabs.com
- DappRadar, gambling by chaindappradar.com
- Curaçao Gaming Authority, official licence and enforcement registersgamingcontrolcuracao.org
- Curaçao Chronicle, the CGA's December 2025 decision on provisional licencescuracaochronicle.com
- AffPapa, the nine-month CGA licensing portal breachaffpapa.com
- Curaçao enforcement register, compiledclintonandco.co.uk
- CasinoBeats, the Anjouan legal challengecasinobeats.com
- Andrade & Newall (2023), cryptocasinos and consumer protection failings, open accessmdpi.com
- Mosbey, Delfabbro & King (2024), the harmful consequences of cryptocurrency speculation, International Journal of Mental Health and Addictionlink.springer.com
- Parsonage, Newall, Hickman, Ioannidis & Bowden-Jones (BMJ, 30 July 2026), crypto trading and gambling harms need a public health approachdoi.org
- University of Bristol, plain-English summary of the cryptocasino findingsbristol.ac.uk
- Forbes, on Yield Sec's US report and its sponsorshipforbes.com
- Campaign for Fairer Gambling, Yield Sec's USA 2024 reportfairergambling.com
- Next.io, Easygo Group's FY2025 accounts lodged with ASICnext.io
- Gitnux, crypto gambling statistics (figures listed without a source tied to each)gitnux.org
- Dune, Ethereum and BNB Chain deposits (query 8054184)dune.com
- Dune, Tron deposits (query 8056055)dune.com