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  Quant Risk Analysis

Comprehensive risk analytics for hundreds of cryptocurrency assets. Our platform isolates idiosyncratic risks and produces standardized measures for cross-asset risk comparison.

  Value at Risk  Expected Shortfall  Stress Testing  Statistical Analysis

Comprehensive Risk Metrics

Our risk analytics platform covers multiple dimensions of cryptocurrency risk assessment

Value at Risk (VaR)
Maximum potential loss over a specific time horizon at a given confidence level. Available in 95%, 99%, and 99.9% confidence intervals with 1-day, 1-week, and 1-month horizons.
Expected Shortfall (ES)
Average loss exceeding VaR threshold. Provides insight into tail risk beyond VaR, offering a more comprehensive view of extreme loss scenarios.
GARCH Volatility Modeling
Advanced volatility forecasting using GARCH methodology. Captures volatility clustering and provides forward-looking volatility projections for risk management.
Historical Stress Scenarios
Performance analysis during major market events: COVID-19 crash, China ban, FTX collapse, and other significant stress periods. Quantifies tail risk behavior.
Risk-Adjusted Returns
Sharpe ratio, Sortino ratio, and Calmar ratio calculations. Measures efficiency of returns relative to risk taken, essential for portfolio optimization.
Maximum Drawdown Analysis
Peak-to-trough decline analysis with recovery time statistics. Identifies worst-case scenarios and capital preservation requirements.

 Risk Universe Statistics

400+
Assets Covered
6+
Risk Dimensions
3
Confidence Levels
10+
Stress Scenarios
Daily
Updates

Quantitative Risk Analytics

Our risk service isolates idiosyncratic risks of individual cryptocurrency assets and produces standardized risk measures that enable meaningful comparison across assets. Beyond traditional VaR and Expected Shortfall, we provide:

  •   Historical stress scenario performance during macro shocks
  •   Risk-adjusted performance metrics calculations
  •   Peer risk comparisons across both cryptocurrency and traditional asset markets
  •   Interactive portfolio risk analysis for given asset holdings

Currently covering spot assets with derivatives expansion in progress.

Risk Profile Universe Directory

Access detailed risk profiles for every cryptocurrency pair in our universe. Each profile includes comprehensive risk metrics, historical analysis, and stress testing results.

  Symbol   Risk Profile
  CryptoDataDownload

The industry's top free cryptocurrency data platform since 2017. We provide comprehensive market data, OHLCV candlestick CSVs, advanced analytics, and institutional-grade risk assessment & other tools to empower informed decision-making in cryptocurrency markets.

Trusted by traders, researchers, and institutions worldwide for reliable crypto market intelligence.

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