EA Live Account Verification Guide: Don't Just Look at the Equity Curve—A Complete Verification Checklist

When choosing a forex EA, it's easy to be swayed by a beautiful live-account equity curve. But the curve itself can only tell you so much: a rising equity may come from additional deposits, a screenshot only proves the picture at a single point in time, and short-term high returns may hide an unbearable drawdown. This article gives you a practical, actionable process for verifying a live EA account—from data permissions and drawdown definitions to evidence grading—to help you avoid pitfalls when choosing an EA and doing rebate reviews.

1. Why You Can't Just Look at the Equity Curve

• Rising equity may come from deposits, not EA profits;
• The equity curve can be "beautified" by cherry-picking the start and end dates;
• A screenshot cannot prove data completeness, nor can it prove the account has been running continuously.

The equity curve is the result, not the process. To judge whether an EA is trustworthy, you must go back to the underlying records that make up that curve.

2. Step One: Confirm Data Permissions and Sources

• Prioritize third-party read-only verification (verifiable links) and record the date of capture;
• Verify the broker, account type, leverage, and whether the data is continuously updated;
• A screenshot cannot prove completeness—do not use it as your sole basis.

3. Step Two: Look at Returns and Drawdowns Together

• Compare maximum drawdown, monthly distribution, consecutive losses, and recovery time;
• Don't look only at cumulative returns;
• When calculating maximum drawdown, state the definition: based on balance or equity, absolute amount or percentage.

4. Step Three: Check the Quality of the Trading Sample

• The sample should cover different market conditions: trending, ranging, high volatility, and major data release periods;
• Account for spreads, commissions, swap fees, and slippage;
• Short-term high returns cannot replace long-term evidence.

5. Step Four: Verify the Complete Records Behind the Equity Curve

• Account start date, deposits and withdrawals, leverage, server;
• Trading costs, maximum drawdown, consecutive losses;
• Complete trading records, not a cleaned-up summary.

Watch out for two common traps: deposits that happen to occur right before or after a drawdown, and returns that come mainly from a few extreme orders—both of these let the average return mask the real risk and cannot be used to predict the future.

6. Grading Live-Account Evidence: From Screenshots to Third-Party Read-Only Verification

Evidence can be divided into three tiers:

Table

• Backtests, demo accounts, marketing screenshots, and live accounts must be labeled separately;
• At every tier, record the account type, server, leverage, fund changes, and verification date;
• When data completeness cannot be confirmed, mark the status as "unverified" rather than giving a seemingly precise ranking.

7. The Correct Definition for Calculating Maximum Drawdown

• Clarify whether it is calculated on balance or equity, and whether in absolute amount or percentage;
• Also look at the longest stagnation period, consecutive losses, largest single loss, and position concentration;
• If returns come mainly from a few extreme orders, the average return will be distorted and cannot be used to predict the future.

8. The Complete Evaluation Path from Backtest to Controlled Live Trading

Evaluation order: file and permission security → understanding of logic and parameters → reproducible backtest → running in a demo environment → very small-scale live execution → then decide whether to scale up.

Set pass criteria for each step:

• No critical errors in the logs;
• Orders are consistent with the rules;
• Cost assumptions are reasonable;
• No duplicate orders after a disconnection.

Don't skip intermediate stages just because a certain backtest period shows high returns.

9. Factors in Live Verification That Backtests Cannot Reproduce

Pay attention to: server time, symbol suffixes, sudden spread spikes, execution slippage, network interruptions, VPS restarts, and licensing service anomalies.

• First set account-level daily loss limits, maximum position size, and manual shutdown conditions;
• Regularly verify the EA version and parameters;
• Automated trading reduces manual operations, not market risk, and it does not mean continuous supervision is unnecessary.

10. What a Complete Verification Record Looks Like

The final output of verification is a traceable record table. Below, "Example Account A" is used to demonstrate the complete fields—simply check each item against this format:

Table

When recording, state the data source, observation date, and assumptions that remain unconfirmed. This way, even if the rules, quotes, or platform pages change, you can go back and judge whether the conclusions still apply.