Cash is supposed to be risk-free and liquid. In crypto, "cash" is stablecoins with unknown backing that can halt redemptions at any time.
Hypothesis HY10033
Cash is supposed to be risk-free and liquid. In crypto, "cash" is stablecoins with unknown backing that can halt redemptions at any time.
Trading hypothesis
What traders get wrong
False assumption:
"Cash (stablecoins) is risk-free and liquid."
Truth:
Stablecoins have unknown (perhaps zero) intrinsic value and can stop redemptions (fully illiquid).
Problem for trader:
You don't hold cash - you hold a claim on cash. Redemption can be frozen. Value is unknown.
Key takeaways
What you should consider as a trader
- Not actually cash - You hold a claim, not dollars.
- Redemption can be frozen - Tether can halt redemptions at any time.
- Backing is opaque - What reserves actually exist?
- Depeg risk is real - USDC depegged during SVB crisis.
- Counterparty risk everywhere - Issuer risk, banking risk, regulatory risk.
Data you need
Monitor stablecoin risk
Data points:
- Peg deviation tracking
- Reserve composition
- Redemption status
- Banking relationship health
Comparison of data sources
Where to get crucial data feeds
| Source | Availability | Notes |
| CoinGecko | ⚠️ Partial | Price tracking, limited reserve analysis. |
| Issuer reports | ⚠️ Partial | Self-reported, quarterly. |
| **Madjik** | ✅ Yes | 🚀 Get API Access Now |
Available metrics for this hypothesis:
| Metric | Description | Change dimensions | Time dimensions | How to use | API spec |
| `ME10001` | Stablecoin peg | • Absolute Value (value) • Relative Change (relchg) • Score 0-100 (score) | • Current (now) • Past 24 Hours (past24h) • Past 7 Days (past7d) | Example | API |
| `ME10013` | Volatility & risk | • Absolute Value (value) • Relative Change (relchg) • Score 0-100 (score) | • Current (now) • Past 24 Hours (past24h) • Past 7 Days (past7d) • Past 30 Days (past30d) | Example | API |
Clean data for AI, A2A, MCP, etc.
Science behind hypothesis
Research supports this hypothesis
USDC depegged to $0.87 during SVB crisis when redemption risk became real.
Bottom line
'Cash' with counterparty risk isn't really cash. Monitoring stablecoin health helps you manage risk in your 'safe' holdings. Madjik tracks peg stability, reserve health, and redemption status across major stablecoins so you know which cash is actually safe.
Practical use
How to use this data in trading:
Combine these metrics for comprehensive analysis:
- ME10001 (Stablecoin Peg): Monitor USDT/USDC peg for arbitrage opportunities, flight-to-safety signals, and counterparty risk assessment across spot, perpetuals, ETFs, and MSTR.
- ME10013 (Volatility & Risk): Trade IV-RV spreads, size positions using VaR, and select strategies based on volatility regime.
Detailed examples with Python code, AI agent integration (MCP/A2A), and risk analysis:
| `ME10001` | Stablecoin Peg Trading Guide | Example → |
| `ME10013` | Volatility & Risk Trading Guide | Example → |
API Documentation: docs.madjik.io
For informational purposes only. Not financial, investment, tax, legal or other advice.