Insights on algorithmic trading, MQL5 development, and automated strategies
A deep dive into every analysis page: Walk-Forward Matrix, Monte Carlo simulation, AI Narrator, Strategy DNA Fingerprint, Broker Cost Analyzer, and 39 more tools — all running 100% in your browser.
Read more →Who is NikaQuant, why automated trading, and what to expect from this site — code, strategy breakdowns, honest backtest analysis, and tools built by a developer who trades.
Read more →Unauthorized trades can silently drain an account. Here's why I built a DLL-level firewall that whitelists EAs by magic number — and how it changed everything about running live systems.
Read more →A deep dive into our XAUUSD scalping strategy — tick-level backtests, walk-forward validation, and Monte Carlo analysis across 2021–2026 market conditions.
Read more →Profit factor is the most misunderstood metric in algo trading. Let's break down what it actually tells you, when it lies, and how to use it alongside other key statistics.
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