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<span class="bsf-rt-reading-time"><span class="bsf-rt-display-label" prefix="Reading Time"></span> <span class="bsf-rt-display-time" reading_time="4"></span> <span class="bsf-rt-display-postfix" postfix="mins"></span></span><!-- .bsf-rt-reading-time -->Identifying Most Profitable Forex Patterns With Back Testing [2024]

Identifying Most Profitable Forex Patterns With Back Testing [2024]

Forex chart patterns offer fantastic opportunities for traders, whether they have a long-term or short-term perspective. In this blog, we’ll delve into back tested Forex trading chart patterns that consistently offer improved risk-to-reward ratios and overall gains compared to their counterparts. After analyzing 1-hour candlestick charts on popular forex trading pairs, we’ve found that Bullish Flags, Falling Wedges, and Ascending Triangles have displayed remarkable performance in terms of overall profitability.

Notably, Flags and Pennants also stand out for their ability to enhance risk management in trading.

Table of Contents


Asset NameChart PatternYearTime FrameTotal TradesWinsLossRisk to RewardSuccess Rate (%)
USD/CHFHead and Shoulders20231-Hour7431:257.14
GBP/USDInverted Head and Shoulders20231-Hour14591:235.71
GBP/JPYDouble Top20231-Hour191181:257.89
EUR/GBPDouble Bottom20231-Hour3218141:256.25
EUR/AUDFlag (Bullish)20231-Hour151141:373.33
GBPAUDFlag (Bearish)20231-Hour8531:362.50
NZDUSDPennant (Bullish)20231-Hour8531:462.50
AUD/CHFPennant (Bearish)20231-Hour10551:350
USD/JPYAscending Triangle20231-Hour11741:263.64
AUD/USDDescending Triangle20231-Hour14861:257.14
USD/CADRising Wedge20231-Hour188101:244.44
USDCADFalling Wedge20231-Hour171251:270.59
Table 1.0 -Back Testing Data – Most Profitable Forex Trading Patterns (

The table above provides a comprehensive overview of chart patterns used in forex trading, including their success rates and risk-to-reward ratios. This recent back test was carried out by the Bulls Arena Technical Research team on a 1-hour timeframe for selected assets in the forex market.

Forex chart patterns come in a variety of shapes and sizes, but they all serve a common purpose: predicting price movements. These patterns are typically classified into two main categories: reversal and continuation patterns. Reversal patterns signal a potential shift in market direction, while continuation patterns indicate that the existing trend is likely to continue.


Chart patterns along with candlesticks provide useful information on overall psychology of market participants, there are many forex traders who use chart patterns are used along with News and fundamental analysis for better trading opportunities.

Forex Trading in any time frame provides excellent trading opportunities for traders who use chart patterns, I have been using them to enter and exit trade along with price volume analysis.

Forex chart pattern trading revolves around identifying and interpreting repetitive visual patterns on price charts. Patterns such as head and shoulders, flags, and triangles offer valuable insights into potential future price changes.

Below section provides insights of how to spot these patterns and take advantage of price movement after pattern breakout-

1. Triangles

  • Descending Triangle:

Downtrend in AUD/USD, 1 H timeframe descending triangle breakout with strong bearish candlestick, Going short with stop loss slightly above last swing low of descending triangle pattern.

descending triangle
  • Ascending Triangle:

Going Long In direction of trend continuation after the ascending triangle formation is complete and breakout from structure provides excellent long entry in AUD/USD pair.

ascending triangle trading in aud/usd

2. Wedges

In a similar way AUD/USD long and short opportunities with wedge chart patterns has been shown below-

wedges Aud/usd formation

3. Head and Shoulders

U.S. Dollar index head and shoulder bullish to bearish reversal example –

us dollar index head and shoulder trading

4. Inverted Head and Shoulders

Bearish to Bullish reversal by inverse head and shoulders in NOK/USD –

inverse head and shoulders in NOK/USD

5. Flags and Pennants

  • Flag:

USD/CAD , 1 H candlestick chart check how flag and pole formation provides an excellent opportunity to trade in direction on bullish trend.

bullish falg on usd/cad
  • Pennant:

Pennant breakout example in USD/CAD shows how to use pennant patterns for bullish breakout-

pennant chart pattern in USD/CAD on daily interval

6. Double Tops and Double Bottoms

  • Double Top:

Double top formation leading price reversal in daily chart of USD/CHF –

double top in usd/chf daily charts
  • Double Bottom:

Bearish to bullish price momentum trading example in USD/CAD , daily charts-

USD/CAD 2023 daily timeframe double bottom
USD/CAD 2023 Chart


Trading Analysis for EUR/USD

On July 19, 2023, the EUR/USD currency pair exhibited several technical signals, including an oversold Relative Strength Index (RSI) and the formation of a pennant pattern, which collectively suggested a bearish outlook for the pair.


Technical Indicators:

  1. RSI Oversold: The RSI, a momentum oscillator, reached an oversold level, indicating that the EUR/USD was potentially undervalued, and selling pressure had intensified. This is often considered a bearish signal.
  2. Pennant Formation: A pennant is a classic continuation pattern, characterized by converging trend lines. In this case, the pennant formation indicated a temporary consolidation before a potential breakout in the prevailing bearish trend.

Statistical Data and Risk-Reward Analysis

  • Entry Price: 1.09000
  • Stop-Loss: 1.1000 (200 pips above entry)
  • Take-Profit: 1.0500 (400 pips below entry)
  • Lot to Trade: 1 mini lot
  • Loss = (200 pips / $1 per pip) * 0.1 lots = (200 / 1) * 0.1 = 200 * 0.1 = $20
  • Profit = (400 pips / $1 per pip) * 0.1 lots = (400 / 1) * 0.1 = 600 * 0.1 = $40
  • Risk-Reward Ratio: 1:2 (Risk of 200 pips to gain 400 pips)
EUR/USD Daily chart pennant trading
Charting Source: Trading View

By combining these strategies, the trader has devised a trading plan with a statistically sound risk-reward ratio of 1:2, suggesting a favorable probability of success. This approach minimizes risk and maximizes profit potential by leveraging a range of techniques.


In this extensive article, we’ve delved into a variety of profitable forex patterns, technical tools, and strategies that empower traders to make informed decisions and elevate their trading performance. It’s important to remember that recognizing these patterns is just the starting point. Consistent success in the forex market demands dedication, practice, and the ability to adapt to the ever-changing financial landscape.

In conclusion, the use of chart patterns in forex is widespread among traders. To achieve long-term success, you must find your unique edge, whether it’s in your trading mindset, a strategy that combines chart patterns and indicators, or another price action tool. The key is to experiment, back test rigorously, evolve your approach, and learn from your own mistakes.

Note: Always conduct thorough research and consider seeking advice from financial professionals before making any investment decisions. This article is for educational purposes only and should not be construed as financial advice.

Check Also :- Back testing Day Trading Patterns


  1. Q1: What are the most profitable forex patterns?

    Answer 1: The most profitable forex patterns include chart patterns like double tops and bottoms, head and shoulders, flags, pennants, and triangles. These patterns are widely recognized for their effectiveness in predicting price movements.

  2. Q2:How can I identify forex patterns on price charts?

    Answer 2: Forex patterns are identified through visual recognition of specific formations on price charts. You can use charting software or online trading platforms that often come with pattern recognition tools to help you spot these patterns.

  3. Q3: Do forex patterns guarantee profits?

    Answer 3: No, forex patterns do not guarantee profits. They are tools for analysis and prediction, but trading involves risk, and there are no guarantees. It's essential to combine pattern analysis with other technical and fundamental indicators to make informed trading decisions.

  4. Q4: Can forex patterns be used for day trading and long-term trading?

    Answer 4 :Yes, forex patterns can be applied to both day trading and long-term trading strategies. Traders often adapt their approaches based on their trading goals and the timeframes they are comfortable with.

  5. Q5: Are there specific risk management strategies for trading with forex patterns?

    Answer 5: Yes, risk management is crucial. Set stop-loss and take-profit levels, and consider position sizing based on your risk tolerance. Avoid risking more than you can afford to lose in any trade

  6. Q6: What's the most important piece of advice for trading with forex patterns?

    Answer 6: The most critical advice is to maintain discipline and patience. Successful trading involves continuous learning and adapting to market conditions. Stay focused on your trading plan and manage your emotions effectively.


  • Yash Nagarkoti

    Yash brings extensive trading knowledge and expertise in technical analysis. Specializing in short-term to medium-term trading, his research spans the Forex market to global stock markets. Since 2016, Yash has been a member of the bulls arena trading Technical Analysis Research Team.

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