Personal research project — paper-testing & tuning, not raising capital.

The breakdown

What is a stablecoin depeg — and how fast does it happen?

A depeg is when a "stablecoin" trades away from its $1 target — say at $0.95 or $0.88. And it happens in hours, not weeks. Let's break down what it is, why it happens, and how a risk desk watches for it in real time.

What it actually means

A "stablecoin" at $0.90 is not a dollar. It is a claim the market is discounting: it's pricing in a risk to the peg — reserve doubts, a broken mechanism, or an exit-liquidity crunch. Your balance screen shows "1000 USDx = $1000". The exit price can be a very different number. That gap — between book value and exit value — is exactly what we measure.

Want to know which of your stables are more exposed to a depeg? Take the honest 60-second snapshot — no wallet, no email.

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How fast: the USDC 2023 case

In March 2023, USDC fell to about $0.87 in a single day when ~$3.3B of its reserves were briefly stuck at the failing Silicon Valley Bank. It re-pegged once deposits were guaranteed — but anyone who had to transact during that window paid a real cost. The lesson: a depeg is not a slow slide, it's a cliff over hours. You react before it — you don't read about it after.

How you watch for it, honestly

Our real-time watchman (RTMR) tracks stable pegs across a quorum of 5–10 independent keyless sources and de-risks between daily cycles — deterministic, no AI in the risk path, fail-closed (sources disagreeing means caution, not ignoring it). And we refuse strategies whose yield is just depeg-tail compensation. Our edge is measuring what others don't see — and publishing it.

FAQ

What is a stablecoin depeg?

A depeg is when a "stablecoin" trades away from its $1 target — say at $0.95 or $0.88. It means the market is pricing in a risk to the peg (reserve doubts, a broken mechanism, or a liquidity crunch). A "stablecoin" at $0.90 is not cash; it is a claim the market is discounting.

How fast does a depeg happen?

Fast — hours, sometimes minutes. USDC fell to about $0.87 within a day in March 2023 when ~$3.3B of its reserves were briefly stuck at the failing Silicon Valley Bank. It re-pegged after the deposits were guaranteed, but anyone who had to transact during that window faced a real, sudden loss.

How do you protect against a depeg?

You can't prevent one, but you can (1) diversify across issuers, (2) know each stablecoin's break condition, and (3) monitor the peg in real time so you can react. We run a real-time watchman that tracks stable pegs across a quorum of independent sources and de-risks automatically — the alternative is finding out from a headline.

Want an honest look at your own stables — with no promised returns?

Personal research project in paper validation — not investment advice, not a regulated service, not raising capital; results are simulated. Full disclaimer & risk disclosure →