The problem — and why the preban signal is worth it

USDT blocks arrive suddenly — and afterwards $1.2B has already burned irreversibly.

Executed

Frozen on addresses

$3.07B

USDT on ETH + TRON, 9,735 addresses. Assets remain but cannot move — isBlackListed == true.

Data verified on-chain · 2026-04-21
Destroyed

Full destruction of funds

$1.20B

Zeroed by Tether's decision — links to OFAC / sanctions / fraud. Cannot be recovered.

ETH + TRON · verified on-chain
Reaction window

Median preban → ban

4–18h

Time between the early warning and the actual block execution. In this window you can move USDT, dispute an error, or document a counterparty.

Across 450+ preban events · observed distribution
Data coverage

Full history

22 553

Events since USDT deployment (2017-11). Cross-checked with on-chain via QuickNode archive — zero gaps.

ETH: 7,394 · TRON: 15,159 · 0 gaps

How we catch the signal

From Tether's intent to block an address to the actual freeze, hours pass. We detect it at the earliest stage.

3 steps · live pipeline
01

Early detection

We monitor on-chain in real time. When an address enters Tether's block queue, we capture the signal before the freeze actually executes.

02

Intent verification

We confirm the chain and address, capture the balance at the time of the signal, and deduplicate against known events. Only confirmed signals reach the channel.

03

Push to channel in <10s

REST API, WebSocket, Telegram bot. Payload includes chain, address, estimated window, and a link to the on-chain transaction for independent verification.