Tag

Backtesting

Everything on this site involving Backtesting — projects, articles, research and tools.

Trading Systems

Algorithmic Trading Backtest Lab

A backtesting framework with transaction costs, slippage, walk-forward analysis and survivorship-bias handling — designed to stop a strategy looking better than it is. Educational research only.

AdvancedDifficulty: Advanced~24h buildPython · Polars · DuckDB
Code
Market research

Does RSI Actually Work?

Testing the classic RSI(14) mean-reversion rule across 20 years and 500 instruments, with costs included and multiple-testing accounted for.

IntermediateDifficulty: IntermediatePython · Polars · DuckDB
NotebookDataset
AlgoStrategy

Why Most Backtests Lie

Backtests fail in a consistent direction — optimistic. Here are the five structural reasons, with a detection method for each. Educational research only.

IntermediateDifficulty: Intermediate2 min readPython · Polars
NotebooksFree

Backtesting Starter Notebook

A Jupyter notebook with point-in-time data handling, realistic costs and walk-forward validation already wired in.

180 downloads
Email required
Trading researchFree

Backtest Metrics Calculator

Paste a return series and get the risk-adjusted metrics that matter, with the assumptions stated. Educational only.

930 runs