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RSI mean reversion strategyvsStochastic %K/%D reversion strategy

RSI mean reversion strategy: Buy when the market is overextended below the mean, ride it back to fair value. Β· Stochastic %K/%D reversion strategy: Buy a slow stochastic %K cross above %D inside the oversold zone, exit on the mirror.

Mean reversionLong only

RSI mean reversion strategy

Buy when the market is overextended below the mean, ride it back to fair value.

Mean reversionLong only

Stochastic %K/%D reversion strategy

Buy a slow stochastic %K cross above %D inside the oversold zone, exit on the mirror.

Indicators

  • RSI (period 14)
  • Slow Stochastic (period 14, smooth 3)

Timeframes

15m1h4h
5m15m1h

Bias

Long only

Long only

Market fit

Range-bound

Range-bound

Entry rules

  • Enter long when RSI(14) prints below 30 β€” the textbook oversold threshold.
  • Only one position at a time; the cooldown blocks immediate re-entry after an exit.
  • %K crosses above %D AND
  • Both lines are inside the oversold zone (%K < 30).

Exit rules

  • Close the position when RSI(14) recovers above 70.
  • Hard stop-loss at 3% below entry; take-profit at 5%.
  • %K crosses back below %D, OR %K pushes above 80 (overbought).
  • Hard 2.5% stop; 4% take-profit.

Expected behavior

Choppy zig-zag equity curve with frequent small wins and the occasional outlier loss when a sharp downtrend leaves RSI pinned in the oversold zone. Fits range-bound chop; struggles in strong directional regimes.

Higher trade frequency than RSI mean reversion and louder noise. Fits range-bound regimes; produces fast small wins and small losses. Trend regimes can be expensive β€” the oscillator stays pinned for many bars.

Complexity

1 ind Β· 2 entry Β· 2 exitBalanced
1 ind Β· 2 entry Β· 2 exitBalanced

Which one is right for you?

Derived from the bias, timeframe and indicator profile of each strategy β€” not a back-test forecast.

When to pick RSI mean reversion strategy

  • You expect range-bound β€” the thesis is "Buy when the market is overextended below the mean, ride it back to fair value."
  • You want a long-only bot on 15m–4h candles with a balanced rule-set.
  • You're comfortable monitoring 1 indicator (RSI (period 14)).

Buy when the market is overextended below the mean, ride it back to fair value.

When to pick Stochastic %K/%D reversion strategy

  • You expect range-bound β€” the thesis is "Buy a slow stochastic %K cross above %D inside the oversold zone, exit on the mirror."
  • You want a long-only bot on 5m–1h candles with a balanced rule-set.
  • You're comfortable monitoring 1 indicator (Slow Stochastic (period 14, smooth 3)).

Buy a slow stochastic %K cross above %D inside the oversold zone, exit on the mirror.

RSI mean reversion strategy

Buy when the market is overextended below the mean, ride it back to fair value.

Stochastic %K/%D reversion strategy

Buy a slow stochastic %K cross above %D inside the oversold zone, exit on the mirror.

Related comparisons

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