CoinJoin

CoinJoin is a technique for breaking the common-ownership assumption that chain analysts use to cluster Bitcoin addresses. Multiple users contribute UTXOs to a single transaction with equal-value outputs, so that an outside observer can no longer tell which output belongs to which input.

The simplest version: five participants each contribute 0.1 BTC. The transaction has five 0.1 BTC outputs, one for each participant, going to fresh addresses they each control. On-chain, the link between any input and its corresponding output is gone - the analyst's best guess is 1-in-5.

CoinJoin is genuinely useful and genuinely limited. It improves your fungibility by detaching coins from their historical clustering, but:

• It's not magic. Heuristics still find patterns (uneven coin values, certain output orderings, mix-and-spend correlations). Sophisticated analysts can sometimes unmix.
• It only works for the specific inputs and outputs in the mix. Other UTXOs in your wallet remain linked unless you mix them too.
• The transaction itself is publicly visible. Observers know you participated in a CoinJoin, even if they can't tell which output is yours. Some custodians treat CoinJoined coins as "tainted" - the worst form of fungibility erosion.

The implementation landscape changed dramatically in 2024. Wasabi's coordinator (run by zkSNACKs) shut down in mid-2024 amid regulatory pressure. Samourai Whirlpool went offline in April 2024 when the US DOJ arrested its founders on money laundering and unlicensed money transmitting conspiracy charges; in 2025 they pleaded guilty to the money transmitting count only and were sentenced to five and four years. As of 2026, the options that still work include JoinMarket (peer-to-peer, no central operator; its original codebase was archived in April 2026, and development continues in the independent joinmarket-ng), Joinstr (rounds arranged over Nostr relays), and the Wasabi wallet (now used with independently run coordinators).

PayJoin is a different, smaller-scale approach that achieves similar privacy goals without batched mixing.

Privacy on Bitcoin is achievable but requires deliberate effort. CoinJoin is one tool; address discipline, Tor, Lightning, and avoiding KYC choke points are others.

See Privacy on Bitcoin for the full landscape after 2024: what CoinJoin does and does not protect, what the arrests changed, and what survived.