
What Is Strategy Optimization and Why It Matters
A trading strategy is rarely perfect after the first test. Markets change, volatility shifts, and patterns evolve. This is why…

Limitations of Backtesting and How to Use It Wisely
Backtesting is an essential part of algorithmic trading, but it is not a crystal ball. Even the most perfect backtest…

How to Build a Reliable Backtesting Workflow (Step-by-Step Guide)
A profitable strategy is not created overnight. Backtesting is a process that requires structure and discipline. Many traders jump straight…

Understanding Key Backtesting Metrics (Sharpe, Drawdown, Profit Factor)
Running a backtest gives you numbers – but what do they really mean? To evaluate a trading strategy, traders use…

How to Collect Quality Historical Data for Backtesting
Every backtest is only as good as the data behind it. Poor-quality historical data leads to false results, overconfidence, and…

Backtesting vs. Forward Testing – What’s the Difference?
Successful traders know: one test is not enough. To validate a trading system, you need both backtesting and forward testing.…

Key Metrics in Backtesting Explained
Numbers are the heart of backtesting. A strategy is only as good as its statistics. By analyzing key performance metrics,…

How Backtesting Works: Step by Step
Backtesting is more than just checking a strategy against past data — it is a structured process that helps traders…

What is Backtesting in Trading? A Complete Beginner’s Guide
Backtesting is one of the most important steps in creating a trading strategy. Instead of guessing, traders apply their rules…