01The verdict first
On the chain, a Monero payment shows no sender address, no receiver address and no amount. Monero's own site puts it in one line: "The sender, receiver, and amount of every single transaction are hidden".
Compare that with bitcoin.org, which calls Bitcoin "probably the most transparent payment network in the world".
Now the honest half. Monero's own research lab said in 2018 that statistics "will always be a problem unless ring sizes are very large", and the places where coins enter and leave Monero see plenty. So the real question isn't "can it be traced". It's by whom, and where. How every coin compares is in our main guide, what every coin shows to anyone.
02What each layer hides
Layer 1The sender hides in a ring of 16
Every Monero payment signs with a group: "Ring size (16) = foreign outputs (15) + your output (1)". The decoys are pulled from the chain, and "There is no way an outside observer can tell which of the possible signers in a signature group belongs to your account."
Rings went from 11 to 16 in the August 2022 upgrade, the biggest jump Monero has made.
Layer 2The receiver gets a one-time address
Payments land at unique addresses "where they cannot be linked back to either the recipient's published address or any other transactions' addresses". So a Monero address you post publicly collects nothing anyone else can see. Subaddresses and the mistakes to skip are on our Monero page.
Layer 3The amount is sealed
RingCT "is how transaction amounts are hidden in Monero", and "After September 2017, this feature became mandatory for all transactions on the network." No amount on the chain means no amount fingerprint to match.
03What researchers broke, and what got fixed
The famous scary numbers are real. They just describe a Monero that no longer exists.
- 2017: in early Monero, rings could be empty. One team found that "in 87% of cases, the real output being redeemed can be easily identified with certainty".
- 2018: another found "about 62% of transaction inputs with one or more mixins" were exposed by chain reactions, and that guessing the newest coin in a ring was right "with 80% accuracy", because people spend coins soon after getting them.
- The fixes: RingCT required and a minimum ring of 5 in September 2017, 11 in October 2018, 16 in August 2022, per the roadmap, with decoys now picked to look like real spending.
- December 2018: a follow-up found the known tricks "do not significantly outperform random guessing" for recent payments.
- 2024: researchers at an analytics firm found wallet bugs had briefly cut the effective ring "lower than 14" after August 2022, and that it "started to go up in early 2023".
One honest line: old payments stay as exposed as they were. The fixes protect new ones.
04Where Monero still leaks
Leak #1The exchange at either end
An exchange that checked your ID knows who bought the Monero and where it sent it. Monero's research lab described the attack where someone you pay works with a KYC exchange, and its advice was blunt: "don't use private money with non-private businesses".
you buy XMR on an ID-checked exchange and pay a shop, and the shop deposits it at that same exchange. The exchange now holds both ends of your payment.
Leak #2Your wallet's node and your IP
Most phone wallets talk to someone else's node. Moneropedia warns: "Node operators can link transactions to IP addresses." Dandelion++ makes it "much harder to link a transaction to an IP address" on the network, and a 2025 study still found about 14.74% of peers behaving oddly, possibly to watch others.
The fix: run your own node, or use one you trust.
Leak #3The view key
Sharing your view key allows "access to view every incoming transaction for that address". A wallet app or tax tool that asks for it sees every payment you ever received.
Leak #4Time and habit
People "spend coins soon after receiving them". A payment that leaves seconds after it lands, or swaps straight out to a named Bitcoin wallet, can still pair up at the edges. The full routine is in how to send crypto anonymously.
05Case study: 758 XMR, frozen at the counter
Here's what tracing Monero looks like in a real 2026 court filing. In July 2023 the FBI began investigating an account takeover against a Massachusetts family trust, and the proceeds "were traced to" one exchange account.
- The account. Opened in May 2023 with an ID number Spanish authorities called "unassigned and is therefore fraudulent".
- The swap. "Almost immediately" after the victims' bitcoin arrived, it was converted to Monero.
- The freeze. Withdrawals of about 758.55 XMR were rejected, and the frozen account held "approximately 758.552688 XMR".
- The handover. In August 2026, about 110,270 USDT went to a government wallet "in lieu of the XMR".
Notice what the filing doesn't claim: it never says the Monero that left was followed on Monero's chain. The trail ran on Bitcoin and stopped at the counter, where an exchange kept records. That's Leak #1, from the other side.
06Can the IRS or the FBI trace Monero?
They watch the doors. The FBI affidavit in that case says Monero "inherently obfuscates the source and destination of funds". And the tax agencies of five countries, in a list hosted by the IRS, ask banks and exchanges to flag customers whose activity "involves the buying and selling of privacy coins", or who move "Bitcoin in large volumes in exchange for privacy coins".
For a person paying on their own behalf, FinCEN says using privacy coins "would not be a money transmitter" activity. Tax still applies to every swap. More in who the law binds.
07Monero vs Bitcoin and USDT
Bitcoin shows everything; the rules that link Bitcoin addresses explain how. USDT shows everything and adds an issuer that can freeze it; why USDT adds an issuer. Monero hides all three by default.
08What's next: FCMP++
Monero's roadmap lists Full-Chain Membership Proofs as a future upgrade. In plain words: instead of hiding among 16, a payment would hide among every output on the chain.
When? Monero's own post from May 2026 says "a FCMP++ fork date is not set at the time this is written". No date, so no promise.
09Who sees what in a Monero payment?
Pick who's looking, and see what each one learns, line by line from Monero's own docs:
Who sees what in a Monero payment?
Pick who's looking. Each line comes from Monero's own docs. Nothing you pick leaves this page.
Who's looking?
- Sender
- Can guess. One of 16 in a ring. Source
- Receiver
- Doesn't see. A one-time address. Source
- Amount
- Doesn't see. Sealed by RingCT. Source
- Your IP
- Doesn't see. Not on the chain. Source
- Your name
- Doesn't see. Not on the chain. Source
A map of who sees what, from Monero's own docs and published research. Nothing you pick leaves this page.
10Getting Monero without an ID
Now it's your turn. Start with BTC to XMR, or come back with XMR to BTC, on our swap with no ID.
Keep reading
- Is crypto anonymous?The main guide: how coins get traced, coin by coin, and the playbook for a wallet.
- How to send crypto anonymouslySeven links tie a payment back to you, and how to cut each one before you send.
- Can Bitcoin be traced?The rules that link Bitcoin addresses, how often they're wrong, and real cases.
How we checked this
Written by the team that runs the SilentMule swap desk. Every claim about Monero is quoted from getmonero.org and its Moneropedia, every research figure from the paper that measured it, with its date, and the case from a DOJ court filing, each linked where it appears. Last checked . Spotted something wrong? Tell us and we fix it.
Sources
- getmonero.org: what is Monero
- Moneropedia: ring size, ring signatures, stealth address, RingCT, view key, remote node
- getmonero.org: network upgrade, August 2022
- getmonero.org: roadmap
- getmonero.org: Dandelion++ implemented, 18 April 2020
- getmonero.org: deprecating unlock time, 10 May 2026
- Monero Research Lab meeting log, 19 February 2018
- Kumar et al., A Traceability Analysis of Monero's Blockchain, IACR ePrint 2017/338
- Möser et al., An Empirical Analysis of Traceability in the Monero Blockchain, arXiv 1704.04299
- Hinteregger and Haslhofer, An Empirical Analysis of Monero Cross-Chain Traceability, arXiv 1812.02808
- Hammad and Victor, Monero Traceability Heuristics, arXiv 2408.05332
- Kopyciok et al., Anomalous Peers in Monero's P2P Network, arXiv 2509.10214
- DOJ: verified complaint for forfeiture, District of Massachusetts, filed 28 September 2026
- J5: crypto assets risk indicators for financial institutions, May 2024
- bitcoin.org: protect your privacy
- FinCEN guidance FIN-2019-G001