Credmark
DeFi risk analytics platform with quantitative financial models for on-chain protocols.
Best for: DeFi risk analysts and institutional participants who need quantitative risk models, stress tests, and financial risk metrics for on-chain lending and DeFi protocols.Credmark is a DeFi risk analytics platform that applies quantitative financial models to on-chain data. It focuses on risk metrics like liquidation risk, collateral health, and protocol exposure for DeFi lending markets and structured financial products built on blockchain.
The platform's core offering is a risk modeling framework for DeFi, which includes tools for stress-testing lending market positions, analyzing collateral concentration risk, and computing DeFi-native risk metrics analogous to traditional finance concepts (VaR, credit risk, liquidity risk). This is aimed at institutional DeFi participants, risk managers, and protocol teams who need systematic risk assessment.
Credmark offers a community where data scientists and quant analysts can build and deploy risk models on top of their data infrastructure, creating a shared library of DeFi risk analytics. Models are built using Python and Credmark's SDK, and results are accessible via API.
Pricing
Free tier for data access. API and enterprise plans on request.
Chains Supported
Ethereum (primary), with coverage of major EVM chains for DeFi protocols
- Liquidation risk analysis for lending market positions
- Collateral health monitoring across DeFi protocols
- Stress testing DeFi exposure under market scenarios
- Protocol risk reporting for DAOs and committees
- Building quantitative risk models using on-chain data
