Educational Tool • This platform provides tools for research and learning about technical analysis. Results shown are based on historical data and mathematical calculations.

About Backtesting • Past performance and simulated results don't predict future outcomes. Real trading involves many factors not captured in backtests, including slippage, fees, and market impact.

Your Research • We encourage you to use these tools as part of your educational journey. Consider consulting with financial professionals and doing thorough research before making any investment decisions. Remember that all trading carries risk and you could lose money.

Moving Average Strategy Optimizer

Explore thousands of fast/slow moving‑average combinations in seconds. WebAssembly‑accelerated indicators, worker‑driven sweeps, and a heatmap to compare performance at a glance.

60,000
Max Candles
44
Moving Averages
11
Risk Metrics
10
Timeframes

How it works

  • • Pick timeframe and date range (≈60k candles cap)
  • • Choose fast/slow MA families and ranges
  • • Run optimization and inspect the heatmap
  • • Click any cell to preview trades on the chart

Reading the heatmap

  • • Green = better, Red = worse, Blue ≈ neutral
  • • Centered at a neutral value (e.g., 0 for Sharpe)
  • • 512‑step palette for smooth gradients
  • • Drawdown is treated as lower‑is‑better

Notes

  • • Indicators run in WASM; no JS fallback
  • • Commission is per‑side (e.g., 0.04% taker)
  • • Data loads from local JSON; CSVs aren’t deployed
  • • Changing settings won’t mutate the last chart

Parameter Sweep Optimizer

Test thousands of moving average combinations simultaneously with blazing-fast vectorized operations

Note: This tool analyzes historical price patterns to test strategies. Real markets include costs, slippage, and conditions that simulations cannot fully capture. Use this for research and learning purposes.

Fast MA Configuration

Slow MA Configuration

Optimization Settings

0.1%

Applied to each trade (buy + sell). Common: 0.1% for crypto, 0.02% for stocks

Data loaded:0 4h candles