algorithmic trading strategy

Backtesting an Overnight Recovery Trading Strategy (20% Drop Setup

Most traders spend their time chasing intraday moves, reacting to news, and fighting market noise. But what if the real edge comes when the market is closed?

In this video, we break down a fascinating quantitative strategy built around a simple idea:
extreme panic often leads to overnight recovery.

We’re not talking about small pullbacks. This strategy focuses on massive intraday crashes drops of 20% or more in a single day. These moves are often driven by fear, forced liquidations, or overreactions. And that’s where opportunity begins.

Using a structured backtesting approach, we explore:

  • Why small-cap stocks are more prone to these extreme moves
  • How to systematically identify panic-driven sell-offs
  • A precise entry at market close and exit at the next open
  • The importance of filtering out low-quality (penny) stocks
  • And what the data actually says about overnight recoveries

What makes this strategy especially interesting is its simplicity.
You’re not glued to charts all day. You’re not competing with high-frequency traders. Instead, you’re positioning yourself when others are most emotional — and stepping out when the market stabilizes.

The results? Surprisingly clean. Controlled drawdowns. A clear equity curve.
But also a few important lessons that every trader should understand before trying something like this.

If you want to see the full breakdown, logic, and backtest results, watch the complete video.

Tomas Vanek

Tomas Vanek, founder of SimpleDUB.com and QuantMonitor.net, is a visionary in automated trading and AI-powered automation. Driven by a passion for efficiency in finance, data, and scalable technology, he created SimpleDUB as a professional multilingual video translation platform and QuantMonitor.net to deliver robust algorithmic trading solutions. Through QuantMonitor, he simplifies trading strategy development and portfolio management for traders of all levels using advanced templates, intelligent automation, and powerful analytical tools.

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