Stablecoin Risk Analysis Using Price, Liquidity, Volume, and Velocity
Summary
The document outlines a framework for monitoring stablecoin risk through price deviation from the peg, trading volume, liquidity, and transfer velocity. It explains that there is no single universal price threshold for declaring a depeg, and recommends examining historical prices across centralized and decentralized exchanges for a broader view. Volume can be assessed from exchange and pool data; centralized exchange liquidity can be estimated from order-book depth, while decentralized exchange liquidity requires examining pool composition and potential slippage.
It distinguishes Uniswap v3 liquidity analysis, where liquidity is concentrated across selected price ticks, from other pool designs. For transfer velocity, it uses token transfers divided by circulating supply and illustrates how to calculate the metric for USDC over a selected period. The example demonstrates the calculation, not a validated risk signal: the document says the resulting value alone is not informative and recommends comparing it across longer and multiple time horizons. It supplies data-source examples but does not establish predictive thresholds or prove that these measures forecast depegs.
Key ideas
- Stablecoin monitoring can combine peg deviation, volume, liquidity, and transfer velocity.
- Price data from both centralized and decentralized exchanges can help compare trading conditions.
- Centralized exchange liquidity can be assessed from order books, while decentralized pools require pool-composition analysis.
- Uniswap v3 liquidity is distributed across selected price ticks, so its liquidity profile needs separate analysis.
- Transfer velocity can be estimated as token transfers divided by circulating supply, but needs time-series context to be useful.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.