Algorithmic & AI Trading Research Lab
Independent, in-depth research and reviews on MetaTrader 5 Expert Advisors, machine learning strategies, walk-forward validation, and execution mechanics.
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AI & Machine Learning Trading
ML and AI approaches to trading: neural networks (LSTM, transformers), reinforcement learning agents, feature engineering, train/test discipline, and the realistic limits of LLMs and AI for retail traders.
Algorithmic Trading Theory & Practice
Core algo trading strategies and metrics: mean reversion, momentum, arbitrage, market making, performance measurement (Sharpe, Sortino, drawdown), execution and slippage, leverage mechanics.
Forex Broker Tech & Infrastructure
What sits between your strategy and execution: VPS choice, network latency, broker types (ECN vs STP vs market maker), spread/commission trade-offs, regulator landscape (FCA, CySEC, ASIC, NFA), MT5 vs cTrader.
MetaTrader 5 Expert Advisors
Practical guides for building, backtesting, optimizing, and deploying MT5 EAs. Covers Strategy Tester, walk-forward, parameter overfitting, tick data, and real-broker execution mechanics.
Risk Management & Backtest Pitfalls
Defensive education: position sizing (Kelly, fixed fractional), drawdown control, leverage, overfitting + look-ahead bias detection, survivorship bias, regime changes that break backtested strategies.
Trading Bot Reviews & Comparisons
Honest, evidence-based reviews of forex EAs and trading bots. Compares vendors on real-world performance (Myfxbook / FX Blue verified), pricing, support, and refund policy. Identifies common scam patterns.
Latest articles
View all →Gold EA MT5 Comparison 2026
Comparison of gold (XAU/USD) Expert Advisors for MT5 — category specifics, top product reviews, evaluation framework, pricing patterns.
AI Forex Robot MT5 Guide
Guide to AI forex robots for MT5 — what AI really means in retail EAs, top reviews, evaluation framework, vetted alternatives.
Scalping Robot MT5 2026 Guide
Complete guide to scalping robots for MT5 — category characteristics, top product reviews, infrastructure requirements, evaluation framework.
Boom and Crash Spike Detector V2 Update Note
V2 update notes for Boom and Crash Spike Detector — typical version changes, migration considerations, broader synthetic indices context.
Forex Breath System Review
Review of Forex Breath System — standard EA evaluation framework applied, verification steps, vetted alternatives.
Nordman Algorithms Review: EA Vendor Evaluation
Review of Nordman Algorithms vendor — standard EA evaluation framework, verification steps, alternatives in the vetted EA category.
Forex Bot Maker Comparison 2026
Comparison of forex bot maker tools — visual EA builders, code-based development, strategy testing platforms, cloud platforms, selection by skill level.
Forex Broker Forum Guide: Community Research
Guide to using forex broker forums effectively — value, limitations, recommended sources, how to interpret community feedback.
The Money Platform Review: Disambiguation
Review of The Money Platform brand — entity disambiguation challenges, verification framework, evaluation methodology.
Bitcoin Superstar Review: Warning
Warning about Bitcoin Superstar crypto trading bot — documented scam pattern, regulator warnings, what to do if affected.
BitBotApp and Celestia Trading Bots: Review
Independent review of BitBotApp and Celestia trading bot brands — newer entrants, verification framework, alternatives.
Crypto Trader and Anonymous Trader: Warning
Warning about Crypto Trader and Anonymous Trader crypto platforms — brand disambiguation, pattern documentation, alternatives.