Shuffling Your Trades Understates Drawdown
Almost every Monte Carlo tool in retail trading reshuffles the order of your trades. That method has a specific blind spot, and it sits exactly […]
I Found $2,247 of Hidden Losses in My Own EA in 30 Seconds
I have been trading the same EA on EURUSD for nearly two years. The backtest shows a 1.42 profit factor across 487 trades, a 61% […]
We Are Building a Real Simulator of Your Prop Firm Challenge. Here Is How It Will Work!
Most prop trading firms publish their rules in language that sounds straightforward. Maximum drawdown of 10%. Maximum daily loss of 5%. Minimum 5 trading days. […]
This Software EXPOSES Fake, manipulated, overfitted MT4, MT5, cTrader Backtests
One toolkit. Every analysis. No add-ons. What’s actually inside Edge Matrix, and why I built it as a single bench instead of ten separate tools. […]
How to Spot a Fake EA: The Math That Scammers Hope You Never Learn
Every week, a new “holy grail” Expert Advisor appears online. The screenshots are gorgeous. The equity curve climbs from the bottom-left to the top-right like […]
The Kelly Criterion Is Destroying Your Account — Why the Formula Every Trader Knows Is Being Applied Wrong
The Kelly Criterion is the most cited position sizing formula in quantitative trading. It is also the most misapplied. Traders who understand the formula — […]
Five Scenarios, Five Outcomes: What the Iran War Actually Looks Like as a Probability Distribution
This article takes no position on who is right, who started what, or how the conflict should end. Those are political questions. What follows is […]
The Luck Factor: Why Two EAs With the Same Profit Factor Are Not the Same EA
Two EAs. Both run on EURUSD for four years. Both produce a profit factor of 1.82. Both show smooth equity curves with drawdowns under 12%. […]
The Martingale EA Trap: How to Spot It Before It Blows Your Account
The EA has a 91% win rate. The equity curve rises steadily with barely a dip. Five years of backtest data. Maximum drawdown 4.2%. The […]
Is Your EA Curve Fitted? 5 Red Flags Hiding in the Backtest Report
Is Your EA Curve Fitted? 5 Statistical Red Flags That Expose Fake Backtests A backtest with a beautiful equity curve, 2.5 profit factor, and 12% […]