Worked Example: Analyzing a Stablecoin

What you'll learn

• Why Stablecoins Are the Hardest Worked Example
• Layer 1 Reframed: Reserves Transparency
• Layer 2 Reframed: Issuer Risk and the SVB Lesson
• Layers 3-4 Reframed: Regulatory Exposure and On-Chain Distribution
• Layers 5-6 Reframed: Liquidity Depth and De-Peg History
• Layer 7 Reframed: Yield Mechanisms and the Comparison Framework
• For Deeper Reading

Key terms

Reserves Transparency

The mechanism by which a stablecoin issuer demonstrates that reserves match issued supply. USDC: monthly Deloitte attestations. USDT: quarterly BDO attestations. USDS: largely on-chain. USDe: on-chain hedge balance with periodic disclosures.

SVB Lesson (March 2023)

Circle held ~$3.3B of USDC reserves at Silicon Valley Bank, which failed March 10, 2023. USDC depegged to $0.87, recovered to $1.00 by March 13 after FDIC deposit guarantee. Demonstrates that fully-reserved stablecoins still carry bank-counterparty risk.

MiCA Stablecoin Compliance

EU Markets in Crypto-Assets regulation, in full force December 30, 2024. Required EU authorization for e-money token issuers. USDT was effectively delisted from major EU exchanges; USDC obtained authorization through Circle France.

GENIUS Act Compliance

US Stablecoin GENIUS Act enacted July 18, 2025. Established federal framework for payment stablecoins: federally chartered issuance, monthly attestations, segregated reserves, Treasury-only backing.

On-Chain Distribution Analysis

Examining where a stablecoin actually circulates by chain. USDT: Tron ~$78B, Ethereum $30B+, others. USDC: Ethereum and Solana primary, with growing L2 presence. Distribution reveals real use cases and chain-specific risks.

Liquidity Depth

Practical test of how much stablecoin can be exchanged for dollars under stress without breaking the peg. Measured via CEX order books, Curve/Uniswap pool depth, OTC desk capacity, and direct issuer redemption.

De-Peg History

Historical record of how a stablecoin has behaved under stress. USDC: SVB episode March 2023 (recovered). USDT: multiple historical wobbles (recovered). USDS/DAI: episodic deviations during extreme volatility. Terra/UST: catastrophic failure May 2022 (never recovered).

Delta-Neutral Hedging (USDe)

Synthetic dollar mechanism where long spot crypto is hedged with short perpetual futures. The hedge preserves dollar value of the position; positive funding rates and staking yields combine to produce yield. Depends on continued perpetual futures market liquidity.

Sky Savings Rate (SSR)

Yield mechanism on USDS deposits, sourced from the underlying RWA portfolio (BlackRock BUIDL, Treasury bills, on-chain collateral). Typically 4-6% in 2026; verifiable on-chain.

Algorithmic Stablecoin Failure (Terra/UST)

Terra/UST was backed by an algorithmic mint/burn mechanism with LUNA, not external reserves. May 2022 collapse destroyed ~$40B over a week. Cautionary precedent: stablecoins without external reserves carry catastrophic failure modes.

Issuer Banking Risk

Risk that a stablecoin issuer's bank or custody counterparty fails. SVB demonstrated this for USDC in March 2023. Mitigated by diversified banking partners, Treasury-bill custody (segregated from bank balance sheets), and federally insured arrangements.

Stablecoin Comparison Framework

Application of the 7-layer due diligence framework to stablecoins yields different scores: USDC for US retail safety, USDT for emerging-market accessibility, USDS for on-chain transparency, USDe for yield-seeking exposure. Portfolio approach typically appropriate.