Trading strategies, backtesting guides, and market insights
Explore articles on backtesting, technical indicators, trading strategies, and market analysis. From beginner guides to advanced optimization techniques — written by traders, for traders.
Learn how to backtest trading strategies on US stocks and ETFs. Step-by-step guide covering 230 instruments including Apple, Tesla, NVIDIA, SPY, and QQQ.
Choosing the wrong timeframe is one of the costliest mistakes in trading. Learn how to match timeframes to your strategy, lifestyle, and risk tolerance.
Five common backtesting myths debunked. Learn why curve-fitting, short test periods, and ignoring fees lead to false confidence — and how to backtest the right way.
Learn what maximum drawdown is, how it's calculated, and why experienced traders consider it the most important metric of a strategy — more important than profit and win rate.
Learn to read equity curves like a pro: spot drawdowns, flat periods, and regime shifts. A complete visual guide for evaluating any trading strategy.
High win rate does not mean profitable. The relationship between win rate and risk/reward ratio is the most misunderstood concept in trading.
Before risking real money, run your strategy through these 15 checks. Each one represents a common failure point between paper profits and real-world results.
5 indicators, 8 conditions, 3 timeframes, custom filters. Your strategy is a masterpiece of complexity. And it will fail in live trading. Simple strategies with 2-3 conditions consistently outperform complex ones.
Standard indicators (RSI, MACD) use price data. Futures indicators use derivatives data: Open Interest, Funding Rate, Long/Short Ratio. These reveal positioning — what traders are DOING, not just what price is showing.
You optimized RSI period from 5 to 50 and found that RSI 17 gives the best results. You optimized SL from 0.5% to 5% and found 2.3% optimal. Congratulations — you've overfit your strategy to past data.
You backtest 'buy altcoins when RSI < 25' on today's top 50 coins. Results: +200% annual. But LUNA, FTT, and dozens of dead coins aren't in your test. Including them would cut returns to +30% — or negative.
RSI says 'overbought.' Stochastic says 'overbought.' CCI says 'overbought.' Three confirmations? No — one confirmation measured three times. Redundant indicators give false confidence without additional information.
