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Leverage vs grid depth: how far your DCA grid can fall before liquidation
Bot OptimizationAdvanced
8 min read

Leverage vs grid depth: how far your DCA grid can fall before liquidation

Leverage sets how far price can move before liquidation, and a DCA grid needs room to average down. Balance both so your deepest safety orders fill first.

Monte Carlo simulation for trading bots: reading probability of ruin
Backtesting & AnalyticsAdvanced
11 min read

Monte Carlo simulation for trading bots: reading probability of ruin

Monte Carlo reshuffles your backtest trades 1000 times to show probability of ruin, confidence intervals and the drawdown a single equity curve hides from you.

Value at Risk, CVaR, and the Omega ratio explained
Backtesting & AnalyticsAdvanced
7 min read

Value at Risk, CVaR, and the Omega ratio explained

Beyond max drawdown: how to read VaR, CVaR and the Omega ratio in a Freya backtest, from the loss to expect on a bad day to how bad the worst days can get.

Advanced safety order strategies for bots
Bot OptimizationAdvanced
19 min read

Advanced safety order strategies for bots

Master safety order strategies for DCA bots with the math, step and volume scale, Martingale trade-offs, and capital planning to size every order right.

Grid bot profitability: real market data
Strategy GuidesAdvanced
17 min read

Grid bot profitability: real market data

Data-driven grid bot analysis with real backtesting results. Grid spacing optimization, fee impact, volatility correlation, and Grid vs DCA comparison.

Long and short strategies for trading bots
Strategy GuidesAdvanced
25 min read

Long and short strategies for trading bots

How a futures trading bot runs long and short strategies on crypto: leverage, liquidation math, funding rates, hedge mode and cross vs isolated margin.

Walk-forward analysis for crypto strategies
Backtesting & AnalyticsAdvanced
25 min read

Walk-forward analysis for crypto strategies

Learn walk-forward analysis to validate crypto trading strategies and catch overfitting before it quietly drains your account in live markets.