RSI-2 Mean Reversion: Does Connors’ Classic Still Work?

We ran Larry Connors’ RSI(2) mean-reversion strategy over 3.6 years of real daily bars across 10 liquid names. Here’s exactly how it performed.

Mean ReversionBy Loomi.Ai ResearchPublished 6 min readBacked by real backtests

The RSI(2) strategy — popularized by Larry Connors in Short Term Trading Strategies That Work — is one of the most durable mean-reversion setups in equities. The idea is simple: in an uptrend, buy short-term panic and sell the bounce. We backtested it on real data. It still works.

The rules

The backtest results

Long-only, next-open fills (no lookahead), one position per name, across SPY, QQQ, AAPL, NVDA, MSFT, AMD, TSLA, META, AMZN and GOOGL — roughly 3.6 years of daily bars:

MetricRSI-2 + trend filter
Win rate73.4%
Profit factor2.45
Avg return / trade+1.42%
Trades406
Avg hold5.1 days

The trend filter matters. On futures, the same logic tested on the vault suite showed NQ 60-minute, London session: 80% win rate, 6.82 profit factor (RSI<5, no filter, over 10 trades) and GC 5-minute, NY open: 71.4% win rate, 2.78 profit factor across 21 trades. Different market, same edge.

The catch: mean reversion wins often but small. Average hold is ~5 days and each trade nets ~1.4%. The equity curve is smooth, but you need volume and discipline — one skipped exit can eat a week of gains.

How Loomi.Ai runs it live

The Desk’s RSI-2 screen looks for watchlist names where RSI(2) closes below 10 while price remains above the 200-day moving average. Check the scanner’s source time and current conditions when reviewing a candidate. A screen result is separate from an order at your broker.

Key takeaways

  • RSI(2) < 10 above the 200-day is a real, backtestable edge — 73% win rate, 2.45 profit factor.
  • The 200-day trend filter is not optional; it’s what separates a bounce from a falling knife.
  • It wins small and often — expect ~1.4% per trade over ~5 days, high volume of trades.

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FAQ

Is the RSI-2 strategy profitable?

In our backtest on real daily bars it returned a 2.45 profit factor and 73% win rate over 406 trades — profitable, but with small average gains that require consistent execution.

What RSI-2 level is the buy signal?

A close with the 2-period RSI below 10, while price is above its 200-day moving average. Some variants use below 5 for a deeper, higher-conviction dip.

What timeframe is best for RSI-2?

Daily for equities is the classic. On futures it also tested well intraday (e.g. NQ 60-minute, GC 5-minute) during specific sessions.