Fake Performance and Track Record Verification
How fake and cherry picked trading results are made, from edited screenshots to survivorship tricks, and how to verify any trader's real track record.
Online, every trader seems to be winning. Screenshots of huge gains, perfect win rates and smooth equity curves are everywhere. Some are real, many are misleading and some are entirely fake. Learning how fake performance is produced, and what a real track record looks like, protects you from paying for illusions and from comparing yourself with results that never happened.
How fake or misleading results are made#
Edited screenshots and demo accounts#
Screenshots can be edited in seconds, and browser tools can change any number on a web page before it is captured. Many impressive results also come from demo accounts, where the money was never real, presented as live trading.
Cherry picking#
A trader posts their best trades and stays quiet about the rest. Over a year, almost anyone has a few spectacular days. Showing only those creates the impression of constant success.
The many accounts trick#
Someone opens ten accounts and trades each one aggressively in different directions. After a few months, one or two are up hugely by chance. Those become the "track record"; the others disappear. This is survivorship bias in action. See Survivorship and Selection Bias.
The newsletter trick#
A promoter sends predictions to thousands of people, half saying a market will rise and half saying it will fall. Next time they only email those who received the correct call, splitting them again. After several rounds, a small group has received a perfect string of predictions and is ready to pay for more.
Hidden risk#
Some real records look good because they hide large risk, for example selling options that earn small steady gains until a single bad month wipes them out. A smooth record with no losses can be the most dangerous kind.
What a real track record includes#
| Element | Why it matters |
|---|---|
| Every trade, including losses | Shows the full distribution of results |
| A long period, ideally years | Short periods are dominated by luck |
| Many trades | Dozens prove little; hundreds say more |
| Starting balance and deposits or withdrawals | Returns can be inflated by deposits |
| Maximum Drawdown | Shows the pain required to earn the return |
| Risk adjusted measures like the Sharpe Ratio | Separates return from risk taken |
| Independent verification | Audits, broker statements or third party tracking |
How to verify a trader's results#
- Ask for broker statements, not screenshots, covering the full period, including the months that went badly.
- Prefer third party verification. Some platforms connect directly to a broker account and publish results that the trader cannot edit. Audited fund returns are the strongest form.
- Check the size of the sample. Ten winning trades in a row is common by chance over a few hundred trades.
- Look at drawdowns and the worst month. If the trader cannot tell you, or claims there were none, walk away.
- Compare with the market. A 30% gain in a year when the whole market rose 30% shows market exposure, not necessarily skill.
- Ask what happens if you copy them. If they will not share their method or rules, there is nothing to verify except trust.
Apply the same honesty to yourself#
The same traps affect your own results. Remembering wins and forgetting losses, judging yourself on a short hot streak, or ignoring the risk you took to get a return all lead to false confidence. A complete Trading Journal is your own verified track record.
Frequently asked questions#
Can trading screenshots be faked?#
Yes, very easily, by editing images or the web page before capture. Screenshots should never be treated as proof of performance.
What is a verified trading track record?#
A record of all trades and account values over a long period, confirmed by an independent source such as broker statements, an auditor or a platform that reads directly from the broker account.
How many trades are needed to judge a trader?#
There is no exact number, but dozens of trades prove little. Hundreds of trades across different market conditions, with drawdowns shown, give a much more reliable picture.
Next, move on to how markets actually work in Market Basics.
Sources#
- Wikipedia, Survivorship bias
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Mentioned in
- Trading MythsStart Here
- Smart Money Concepts ExplainedSmart Money Concepts
- Measuring Returns and CAGRPortfolio and Performance
- MetaTraderThe Trading Industry
- Becoming a Retail or Day TraderThe Trading Industry
- Investor ReportingThe Trading Industry