Red flags in EA performance data

What it is

The automated EA industry has a well-documented history of exaggerated performance claims, fabricated results, and misleading marketing. Knowing the specific red flags that indicate an EA or trading service may not be what it claims significantly reduces your risk of being misled.

Red flags in marketing materials

• No live Myfxbook track record: Any EA claiming live results but providing only screenshots, PDF reports, or unverified account access is presenting unverifiable data. Screenshots can be fabricated in minutes. Insist on a publicly accessible, Myfxbook-verified live account.
• Demo account presented as live: Myfxbook clearly labels accounts as Real or Demo. Demo results are easier to achieve (no execution issues, often tighter spreads in simulation) and are not representative of live trading. Check the label.
• No track record at all: Some EAs are sold based on backtest results only. A backtest can be heavily optimised to look exceptional. Without live verification there is nothing meaningful to evaluate.
• Very short live track record: A 2-month live track record proves very little. Six months is a minimum for basic assessment. Twelve months or more across different market conditions is meaningful.

Red flags in the Myfxbook data

• Hidden trade history: If individual trades are not visible — only summary statistics — you cannot assess whether stop losses are used, what the average trade duration is, or whether the results are consistent.
• Suspiciously low drawdown for high gain: Real trading involves drawdown. An account showing +500% gain with 2% maximum drawdown should be scrutinised very carefully. Either the account is very new, or something about how it's presented is misleading.
• Withdrawals distorting the gain figure: Large frequent withdrawals reduce the balance and artificially inflate the Gain % figure. Always check Absolute Gain % alongside Gain %.
• Very high win rate with small profits and occasional large losses: Classic martingale pattern. The win rate looks impressive but masks the occasional devastating loss that may eventually wipe the account.
• No losing months in the monthly table: Real trading strategies have losing months. An account with 18 consecutive profitable months should be examined carefully — particularly if it's a martingale or grid strategy where losing months are deferred rather than avoided.

Red flags in the EA's claims

• "Guaranteed profits" or "never loses": No strategy never loses. These are either false claims or the losses are being hidden through strategy design (no stop loss, deferred losses).
• Unrealistic monthly returns: Consistently making 30–50%+ per month is not a realistic proposition from a credible systematic strategy. Very high returns indicate very high risk — whether that risk is visible or not.
• Vague strategy description: Legitimate EA vendors can explain how their strategy works in plain terms. If the strategy is described as "proprietary" or "secret" without any indication of the approach (trend-following, mean reversion, etc.), that is evasive.

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Written and reviewed by the Karnek Research team. Last updated August 2026.

Educational content only - not financial advice. Past performance does not predict future results. Trading carries significant risk.