Crypto Intelligence
DeFi liquidation risk, market stress indices, and borrower cohort signals
Real-time crypto intelligence derived from multi-chain liquidation bot telemetry. Covers Aave V3, Compound V3, Venus, Radiant, Morpho Blue, LlamaLend, ZeroLend, and MakerDAO across Ethereum, Arbitrum, Polygon, Base, BSC, and Avalanche. Provides protocol-level stress scores, network market stress indices, and near-liquidation cohort signals with health factor deterioration tracking.
Wave 1 Products
Protocol Risk Monitor
Stress scores and liquidation pressure per DeFi lending protocol across 6 chains
Market Stress Indices
Network-level composite stress index combining liquidation intensity and execution quality
Cohort Signals
Near-liquidation borrower cohort populations, entry/exit rates, and deterioration velocity
Coverage
Networks
Protocols
How customers use this
Liquidation bot operators
Identify at-risk borrower positions before they hit liquidation threshold. Use cohort signals and deterioration velocity to queue your bot ahead of competitors.
Protocol risk monitoring
Risk managers can monitor protocol-level stress across Aave, Compound, and Morpho. Track stress indices and liquidation intensity to assess systemic risk before it cascades.
Fade liquidation cascades
Trading desks can buy assets that just got force-sold during liquidation events. Liquidation cascades create temporary price dislocations — this data tells you exactly when and where they happen.
Sample data
Example responses from the API. Each query returns structured JSON.
GET /api/v1/crypto/protocols
{
"protocol": "aave_v3",
"chain": "ethereum",
"stress_score": 72,
"total_borrowed_usd": 4812000000,
"liquidation_pressure_usd": 89400000,
"at_risk_positions": 1243,
"updated_at": "2025-12-01T14:30:00Z"
}GET /api/v1/crypto/networks?chain=ethereum
{
"chain": "ethereum",
"composite_stress_index": 64,
"liquidation_intensity_24h": 12400000,
"active_protocols": 5,
"gas_price_gwei": 28,
"execution_quality_score": 81
}GET /api/v1/crypto/cohorts?protocol=aave_v3
{
"protocol": "aave_v3",
"cohort": "near_liquidation",
"population": 847,
"total_debt_usd": 34200000,
"avg_health_factor": 1.08,
"deterioration_velocity": 0.023,
"entry_rate_24h": 31
}Use cases
- ✓ DeFi protocol risk monitoring and early warning
- ✓ Cross-chain market stress assessment for allocators
- ✓ Lending protocol health factor trend analysis
- ✓ Near-liquidation borrower cohort tracking
- ✓ Execution quality benchmarking across builders and networks
- ✓ Agentic strategy calibration for DeFi positions
Response fields
| Field | Type | Description |
|---|---|---|
| network | string | Blockchain network (ethereum, arbitrum, polygon, base, bsc, avalanche) |
| protocol | string | DeFi lending protocol (aave_v3, compound_v3, venus, radiant, morpho_blue, etc.) |
| stress_score | integer | Protocol stress score (0-100, higher = more stress) |
| liquidation_pressure | number | Ratio of critical+high-risk accounts to total events |
| hf_deterioration_rate | number | Health factor change rate over the window |
| market_stress_index | integer | Network-level composite stress index (0-100) |
| liquidation_intensity | number | Liquidation events per hour |
| tier | string | Health factor tier (critical, high, moderate) |
| account_count | integer | Number of accounts in the health tier |
| deterioration_velocity | number | Rate of tier population change |
Example queries
Protocol risk across all chains (last hour)
GET /api/v1/crypto/risk/protocols?window=1hReturns stress scores and liquidation pressure for all active lending protocols
Network stress for Ethereum (24h)
GET /api/v1/crypto/risk/networks?window=24h&network=ethereumReturns market stress index, liquidation intensity, and execution failure rate for Ethereum
Critical borrower cohorts on Aave V3
GET /api/v1/crypto/cohorts/critical?protocol=aave_v3&window=1hReturns near-liquidation cohort populations and deterioration velocity
Browse free dataset statistics
GET /api/v1/crypto/statsReturns total signals, active networks, active protocols, and date range (free)