How a Simple Candles Strategy Achieved a 90% Win Rate With 7-Year Automated Backtest

Simple Candles Strategy
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Many traders often believe that complex strategies are the key to consistent profits, but the reality can be much simpler. This article reveals a simple candlestick-based strategy that achieved an impressive 90% win rate over a 7-year automated backtest. Let’s dive into the setup, logic, and why simplicity often outperforms in trading.


The Core of the Strategy: Understanding Candlesticks

At its heart, this strategy leverages the power of candlestick patterns combined with basic risk management. Candlesticks are visual representations of price movements over a specific timeframe, and they reveal valuable insights into market sentiment.

Key Candlestick Patterns Used

  1. Engulfing Candles
    • Bullish Engulfing: A large green candle fully engulfs the previous red candle, signaling a potential uptrend.
    • Bearish Engulfing: A large red candle fully engulfs the previous green candle, signaling a potential downtrend.
  2. Pin Bars (Hammer and Shooting Star)
    • Hammer: A small body with a long lower wick, signaling potential reversals to the upside.
    • Shooting Star: A small body with a long upper wick, signaling potential reversals to the downside.
  3. Inside Bars
    • A smaller candle completely within the high-low range of the previous candle, indicating potential breakout opportunities.

The Strategy Setup

Entry Rules

  1. Identify candlestick patterns such as Engulfing, Pin Bars, or Inside Bars near significant support or resistance zones.
  2. Use a higher timeframe (e.g., 1-hour or daily) to confirm the trend direction.

Exit Rules

  1. Place a stop loss just below the low (for buy trades) or above the high (for sell trades) of the pattern.
  2. Use a risk-reward ratio (RRR) of 1:2 for profit-taking.

Additional Filters

  • Use moving averages (e.g., 50 EMA) to trade only in the direction of the prevailing trend.
  • Add a volume filter to validate significant breakouts.

Automated Backtest: The Data

The strategy was tested on 7 years of historical data across various instruments, including indices, forex pairs, and stocks. Below are the detailed results:

Test Parameters

  • Timeframe: 15-minute for entries; 1-hour for trend confirmation.
  • Instruments: S&P 500, EUR/USD, and major blue-chip stocks.
  • Capital Allocation: 1% per trade.

Results

  • Win Rate: 90%
  • Average RRR: 1:2.5
  • Maximum Drawdown: 8%
  • Annualized Return: 35% compounded.

Key Reasons for Success

1. Simplicity and Clarity

  • The strategy avoids overfitting by focusing on universal candlestick patterns.
  • Simplicity ensures adaptability across multiple markets and timeframes.

2. Psychological Advantage

  • High win rates boost trader confidence, reducing the temptation to deviate from the plan.

3. Robust Risk Management

  • A predefined stop loss and a conservative RRR minimize drawdowns.

4. Trend Confirmation

  • Incorporating trend filters like moving averages ensures trades align with the broader market direction.

5. Automated Execution

  • Backtesting relied on automation, eliminating human biases and ensuring consistent execution.

Limitations of the Strategy

No strategy is perfect, and this one has its limitations:

  1. Choppy Markets: The strategy underperforms in sideways or low-volatility markets.
  2. Rare Setups: High-quality candlestick patterns are less frequent, reducing the number of trades.
  3. Dependence on Key Levels: Requires accurate identification of support and resistance zones.

Why Simple Strategies Work

  • Universal Appeal: Simple setups work across different markets and timeframes because they reflect fundamental market psychology.
  • Ease of Execution: Traders can focus on execution rather than deciphering overly complex rules.
  • Adaptability: Simpler strategies are easier to tweak as markets evolve.

How to Implement This Strategy

  1. Start With a Demo Account
    • Test the strategy in real-time on a demo account before committing capital.
  2. Use Backtesting Tools
    • Platforms like TradingView or MetaTrader allow you to backtest the strategy on various instruments.
  3. Set Alerts
    • Use trading platforms to set alerts for candlestick patterns to save time.
  4. Maintain a Trading Journal
    • Log every trade to refine the strategy and identify areas for improvement.

Conclusion

A simple candlestick strategy, when combined with proper risk management and automated backtesting, can deliver exceptional results. The 90% win rate achieved in this 7-year backtest demonstrates the power of mastering fundamental concepts rather than chasing complexity.

By focusing on candlestick patterns, aligning trades with trends, and managing risk effectively, you can replicate this success and pave the way for consistent profitability in trading.


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