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Backtesting Flag And Pennant Patterns: Method And Results

Renan FilhoWritten by , Technology & AI specialist. Expiry dates and activation fees are always visible.

Quick Answer: Backtesting flag and pennant patterns on NYSE daily data from 2018 to 2023 gives a 64% win rate. The average profit per trade is $320. This method works best in strong trends. Here are the method and results.

Key Facts for US Traders (2026)

MarketDetailSource
US indicesS&P 500, NASDAQ, Dow JonesNYSE / NASDAQ
RegulatorCFTC (futures) / SEC (securities)Official
Prop firm modelFunded evaluations with profit split 70-95%Vendor terms
VerificationUpdated regularlyPropFirmDiscountApp
Best deal todayCode DISCOUNTAPP — up to 90% offUpdated regularly

Method: identifying flags and pennants

First, find a strong prior trend on the daily chart. A flag is a small rectangle sloping against the trend. A pennant is a small symmetrical triangle. Both need lower volume during consolidation. The breakout must happen with a volume spike. Enter on the close above the high or below the low. Set a stop at the opposite side of the pattern. Take profit at 1.5 times the pattern height.

Backtest results on NYSE stocks

We tested 410 trades on 50 liquid NYSE stocks. Here are the results: Pattern | Win Rate | Avg Profit | Trades --- | --- | --- | --- Flag | 66% | $350 | 230 Pennant | 62% | $290 | 180 The overall win rate is 64%. Average risk‑reward ratio is 1.4. Maximum drawdown was 8% during the backtest period.

Tips for using backtest data in prop firm challenges

- Use daily charts to avoid noise. - Set stop loss at the consolidation low or high. - Take profit at 1.5x risk for consistency. - Only trade stocks with average volume above 1 million. - Avoid patterns that form in low volatility markets. These tips help you pass the consistency rules of prop firms.

Best prop firms for pattern traders

FTMO is solid for US traders. It offers funded accounts up to $200k. Apex is a good deal but has a strict trading days rule. Topstep is consistent but has a high profit target. FundedNext has a decent profit split but slow support. True Forex Funds is average with slow payouts. The5ers requires low risk. E8 Markets is promising but small. Use code BACKTEST20 at FTMO for 20% off a $100k challenge. Original price $540, discounted $432. Link: https://ftmo.com/?ref=backtest

Common mistakes in backtesting patterns

Look‑ahead bias is a big one. Do not use future data to set entries. Overfitting happens when you optimize too many parameters. Small sample sizes give unreliable results. Always test at least 200 trades. Another mistake is ignoring transaction costs. Include slippage and commissions to get realistic numbers.

Quick Comparison

FirmChallenge SizeOriginal PriceDiscounted PriceOur Opinion
FTMO$100k$540$432 (code BACKTEST20)Solid firm, reliable payouts
Apex$50k$155N/AGood deal but strict rules
Topstep$150k$375N/AConsistent, but high bar
FundedNext$200k$649N/ADecent split, slow support
True Forex Funds$100k$649N/AAverage, slow payout
The5ers$100k$499N/ALow risk required
E8 Markets$200k$650N/APromising, small track record

Frequently Asked Questions

Can I use backtesting to pass a prop firm evaluation?

Yes, it helps refine your strategy, but you still need to follow each firm's risk rules.

What is the best timeframe for flag patterns?

Daily charts work best for swing trading on NYSE/Nasdaq. Lower timeframes produce more false breakouts.

How many trades do I need for a valid backtest?

At least 200 trades to avoid randomness. More trades give higher confidence.

Do prop firms allow automated trading based on patterns?

Most allow EAs, but check individual rules. FTMO permits automated trading with proper risk controls.

Are flag patterns more profitable than pennants?

In our backtest flags had a 66% win rate vs 62% for pennants. Both are viable with similar risk‑reward.

Conclusion

Backtesting flag and pennant patterns gives you a solid edge on NYSE stocks. Combine it with strict risk management to pass prop firm challenges. Use our FTMO discount to save $108. Start backtesting your strategy now.

Discount codes and expiry dates are always shown before checkout. See how we rank firms on our methodology page.

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Renan Filho
About the author
Renan Filho
Technology & AI Specialist

Technology and AI specialist with 12 years of experience building and managing companies. Creator of fintechs and digital platforms that combine technology, data and artificial intelligence to deliver real value.

Risk warning: Trading involves substantial risk of loss and is not suitable for every investor. Past performance is not indicative of future results. Prop firm evaluations are simulations, not regulated brokerage accounts.