Backtesting Crypto Strategies Without Fooling Yourself

Lookahead bias, survivorship, and the discipline of honest research.

Priya Anand2026-04-166 min read

Backtesting Crypto Strategies Without Fooling Yourself

Introduction

A good backtest is a hard backtest. Easy results are usually wrong.

Common Pitfalls

Lookahead bias — using future data to inform past decisions.

Backtesting Crypto Strategies Without Fooling Yourself — chart — Editorial illustration for Trading coverage.

Survivorship bias — only testing on assets that still exist.

Conclusion

The market punishes overfitted strategies quickly. Build with humility.

Disclaimer: This article is for informational purposes only and does not constitute financial advice. Always do your own research before making investment decisions.

#backtest#quant

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