MQL5 Programs Market

Dozens of new automated trading applications appear in the MQL5 Market every day. Choose the right app among 10,000 products and forget about unnecessary routine operations of manual trading.

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My AI Gold
Vitalii Kosov
4.92 (26)
AI-DRIVEN GOLD TRADING REVOLUTION -------------------------------------------------------------------------------- My AI Gold is not just another automated trading tool—it is the culmination of advanced neural network engineering, proprietary custom architecture, and rigorous real-world optimization. Built from the ground up utilizing cutting-edge repositories and state-of-the-art machine learning frameworks from GitHub, My AI Gold harnesses deep data analysis to decode the complexities of the
Hedgehog MT5
Thomas Christoph Lipka
4.9 (10)
HEDGEHOG MT5 Precision in Gold Trading. Intelligence in Every Decision. Hedgehog MT5 is an advanced automated trading system developed specifically for Gold (XAUUSD) on MetaTrader 5. Focused on precision, selectivity, and execution quality, Hedgehog MT5 combines sophisticated market analysis with intelligent order management and a structured approach to automated trading. Rather than reacting to every price movement, the system is designed to identify relevant market opportunities and respond wh
The Gold Reaper MT5
Profalgo Limited
4.36 (116)
PROP FIRM READY! ( download SETFILE ) WARNING: Only a few copies left at current price! Final price: 990$ Get 1 EA for free (for 3 trade accounts) -> contact me after purchase Ultimate Combo Deal   ->   click here JOIN PUBLIC GROUP:   Click here Live Signal YouTube Reviews LATEST MANUAL Welcome to the Gold Reaper! Build on the very succesfull Goldtrade Pro, this EA has been designed to run on multiple timeframes at the same time, and has the option to set the trade frequency from very conserv
Quantum Titan MT5
Bogdan Ion Puscasu
4.76 (51)
Bringing institutional-grade trading to the Quantum ecosystem, Quantum Titan sets a new standard for precision, discipline, and proven live-market performance. Developed for traders who expect more from a GOLD Expert Advisor, Titan represents the next evolution of Quantum trading technology. Availability is strictly limited to 1,000 lifetime licenses worldwide. Once all 1,000 copies have been claimed, Quantum Titan will no longer be available. Special launch discount price. Final price $1999
Scraper Gold
Kriscandra Rumbang Atmaja
4.92 (12)
Scraper Gold MT5 – 4-Engine Breakout EA for XAUUSD Current price: $95. The price will increase to $125 once the live signal ScraperGold Classic doubles its initial deposit. Further price increases will be announced in advance. Final price: $195. Live Signal 1 – P rofile  Classic : https://www.mql5.com/en/signals/2392705 Live Signal 2 – P rofile  Fixed Entry  : https://www.mql5.com/en/signals/2396229 Live Signal 3 - Profile Wide Exit :   https://www.mql5.com/en/signals/2395793 Live Signal 4 -
MoonDog EA
James Vito Armin Bianchini
4.35 (51)
CHRISTMAS SPECIAL — $50 OFF FOR A LIMITED TIME To celebrate the holiday season, MoonDog EA is currently available with a $50 discount . This limited Christmas offer will end after the holiday period. VIEW THE MAIN MOONDOG LIVE SIGNAL  OFFICIALE SET AND THE ONE RECOMMENDED VIEW THE SECOND MOONDOG LIVE SIGNAL  SET 4 MORE TRADES ( UNDER TEST FOR NOW ) START HERE — USER GUIDE OPEN THE COMPLETE MOONDOG V4.18 USER GUIDE These signals are provided for transparency. They may include earlier MoonDog ver
AiX Gold MT5
William Brandon Autry
5 (2)
AiX GOLD — BUILT FOR GOLD. One market. Up to seven breakout strategies. Optional AI review. AiX identifies breakout opportunities at established daily and hourly price levels. It prepares the entry, sets the stop loss and profit target, then manages the trade with break-even and trailing rules. Read the AiX Gold story: the strategy, long-term backtests and how Jev is used. NO RECOVERY TRADING. NO GRID. NO MARTINGALE. Every trade starts with a predefined stop loss. Each pending entry is submitted
The Invincible
Vitalii Kosov
5 (5)
The Invincible — Built to Survive. Designed to Dominate The Invincible is an advanced AI-driven Expert Advisor built specifically for the XAUUSD / Gold market. It is designed for traders who want a clean, structured, and professional trading system — without martingale, without grid, without hedging, and without any dangerous recovery tricks hidden inside the logic. This is not a system that tries to survive by averaging losses or multiplying positions. The Invincible works with a disciplined tr
Gold Beaver
Arnold Bobrinskii
4.43 (7)
Gold Beaver - limited offer $449 now. Next price $499. 10 copies left at this price GOLD BEAVER MT5  > Live signal Attach Gold Beaver to any XAUUSD chart, on any timeframe, and it trades. The default preset, Combo Safe , is ready to run.  Not HFT. No low-latency VPS is needed. Signals are evaluated on M15 candle boundaries, so testing on OHLC M1 is enough. No martingale. No grid. No averaging. Every position gets a stop loss the moment it opens. The strategies were built with a custom Python re
Allylla Pullback Bot
Uttam Kumar Nandeibam
5 (1)
ALLYLLA is NOT another Breakout or Grid-Martingale Bot . It is a unique and an original trading system that combines a complex market structure analysis model with a multi-timeframe pullback algorithm to generate high-probability entry signals. It is a single-entry, SLTP Expert Advisor for MT5 that combines five such trading strategies into a single system. Live Signal Link (Balanced Exposure) Roboforex : Live Signal Link (Balanced Exposure / Deployment) Live Signal Links (High Exposure) Robofo
AI Golden Life MT5
MQL TOOLS SL
4.53 (17)
AI GOLDEN LIFE is a professional AI-powered trading system developed exclusively for XAUUSD (Gold) on the H1 timeframe. It represents a new generation of automated Gold trading, combining advanced technical analysis, intelligent market filtering, adaptive trade management, and innovative geopolitical risk protection. Unlike traditional scalping systems that focus on rapid market fluctuations, AI GOLDEN LIFE operates on the H1 timeframe , analyzing broader market structures, price action, moment
Scalping Robot Pro MT5
MQL TOOLS SL
4.4 (177)
Scalping Robot Pro is a professional trading system designed specifically for fast and precise scalping on XAUUSD using the M1 timeframe. The system is built to capture short term market movements with accurate execution and controlled risk management. It focuses on real time price behavior, momentum shifts, short term volatility, and selective trade management techniques to identify high probability trading opportunities in the gold market. Scalping Robot Pro is optimized for traders who prefer
TitanForge EA MT5
Maxim Kurochkin
5 (17)
TITANFORGE EA MT5 ALGORITHMIC IMPULSE SWING SYSTEM FOR XAUUSD H1 TitanForge EA is an automated trading system developed specifically for Gold on the H1 timeframe. The strategy focuses on directional momentum, volatility expansion and controlled position management. It is designed to wait for selected market conditions rather than remain permanently exposed to the market. No Grid. No Martingale. No uncontrolled averaging. Every position is opened with predefined protection, including a hard Stop
Trend Sniper X
Sarvarbek Abduvoxobov
4.86 (44)
Trend Sniper X is a multi-timeframe trend-following indicator for MetaTrader 5 that helps traders identify trend direction and potential reversal points with clarity and precision. for MT4: https://www.mql5.com/en/market/product/193245 Price Information: The current price is promotional and is subject to change as upcoming updates and new features are released. Bonus Offer: To get the FREE Auto-Trade Assistant EA for this indicator, please message the author after purchasing. Code2Profit Channe
Smart Gold Hunter
Barbaros Bulent Kortarla
4.02 (81)
No Grid / No Martingale / No Recovery / No Hedging / Single Entry with SL / One Shot Smart Gold Hunter is an Expert Advisor for XAUUSD / Gold trading on MetaTrader 5. It is designed for traders who prefer a Gold EA with no grid, no martingale, real Stop Loss and Take Profit logic, and controlled risk management. Please send a short message via the comment section after your purchase to receive your guides, set files, and access to the live chat group. You can check the live signal before maki
Ultimate Breakout System
Profalgo Limited
5 (56)
IMPORTANT : This package will only be sold at current price for a very limited number of copies.    Price will go to 1999$ soon!   + 300 Strategies included and more coming! BONUS : choose 1  of my other EA's for free!   ALL SET FILES + COMPLETE SETUP AND OPTIMIZATION GUIDE VIDEO GUIDE LIVE SIGNALS REVIEW (3rd party) NEW SIGNALS: 44-STRATEGIES LIVE SIGNAL LIVE SIGNAL SCALP SET UBS "CHRISTMAS" PORTFOLIO (Client made) NEW: UBS OPTIMIZER APP ! Welcome to the ULTIMATE BREAKOUT SYSTEM! I'm ple
Janus Zone
Guilherme Jose Mattes
5 (6)
249,00 USD - PRICE WILL INCREASE AFTER 10 SALES Janus Zone — Multi-Engine Zone Trading System Live Signal1  (current version) Live Signal2  (monitoring version) User manual No gimmicks, no fake backtests, no overfitting, no grid, no martingale! Janus Zone was built and refined over months of live testing before reaching this listing — currently running on 3 separate live signals for over 2 months, with dozens of internal versions tested, measured and discarded until this one earned its place.
Ghost Scalper MT5
Thomas Christoph Lipka
4.14 (29)
Ghost Scalper MT5 5.1 Ghost Scalper MT5 is a fully automated Expert Advisor for XAUUSD (Gold) on MetaTrader 5. Four independent trading strategies selectively identify breakout and momentum opportunities. The EA executes trades only when its internal trading conditions are met. Extended periods without trading activity are normal. Four Independent Strategies Ghost A, B, C and D operate independently. Each strategy can be enabled or disabled individually. BUY and SELL directions can be controlled
Range Breakout EA with Range Filters
Jimmy Peter Eriksson
4.68 (31)
2 Year Verified Live Track Record:  Click Here! Highly Diversified: XAUUSD, USDJPY, BTCUSD, US30, DE40. Prop Firm Ready: Daily Drawdown Protection, Trade Randomisation. Low Risk System: No Grid, No Martingale, Stop Loss On Every Trade. Honest Approach: Realistic Backtest, No Curvefitting,  [Backtest Result] . UPDATE:  VERY FEW COPIES LEFT AT CURRENT PRICE! FINAL PRICE:  $1290 [FTMO Results]  |  [Main Portfolio]  |  [Backtest Guide] Why Range Breakout EA is so Stable ? Range Breakout EA is
Pink Volume Queen
Jennifer Paola Carmona Hernandez
4.11 (9)
Pink Volume Queen Sophisticated Multi-Strategy Trading Expert Advisor ===================================================== LIVE SIGNAL: https://www.mql5.com/en/signals/2399164 ==================================================== SPECIAL OFFER – GET ANOTHER EA FOR FREE! Purchase Pink Volume Queen and claim my other product absolutely FREE! ** Your Gift EA:  https://www.mql5.com/en/market/product/199467 Want to try before you buy? Contact me to request an exclusive demo version, available for
Aetheris Gold Stack
Van Chung Nguyen
5 (4)
Launch price extended: $99 for the first 100 buyers. Final price: $999. Why $99 again? The first launch copies were gone within days, and since then many traders have written to us: they missed the offer and asked for one more chance at $99. We listened. Instead of a short flash sale, the launch price now stays open for the first 100 buyers - the same terms as our very first users, with every future update included. Live Signal Monitoring: Ultima Markets Signal AETHERIS Gold Stack is a fully aut
Volatility Gold Master MT5
Sergio Lozano Romero
4.33 (12)
Volatility Gold Master Live signal is available!  click here  . "Many EAs either aggressively try to recover and quickly deplete prop firm accounts, or they are overly cautious to the point that recovery never happens. Volatility Gold Master takes a different approach. Its recovery mechanism is integrated but can be fully controlled — you can activate it for personal accounts and easily disable it for prop trading challenges." 1 ===== THE VOLATILITY STRATEGY Gold does not move in one mood. I
The Last Broker EA
Maxim Kurochkin
5 (4)
The Last Broker EA Systematic gold trading. Two algorithms. Defined trade management. The Last Broker EA is an algorithmic XAUUSD trading system for MetaTrader 5. Its dual-strategy architecture combines rule-based execution, configurable position sizing and two distinct trailing profiles in one trading environment. Choose how your positions are managed while keeping the market context visible on the integrated trading panel. Live signals on real accounts Strategy 1 — Ultima Markets Strategy 2
Trade Assistant MT5
Evgeniy Kravchenko
4.43 (216)
It helps to calculate the risk per trade, the easy installation of a new order, order management with partial closing functions, trailing stop of 7 types and other useful functions. Additional materials and instructions Installation instructions - Application instructions Line function -   shows on the chart the Opening line, Stop Loss, Take Profit. With this function it is easy to set a new order and see its additional characteristics before opening.   Risk management  - The risk calculation

Trading Signals

Choose a suitable trading strategy and subscribe to it with a few clicks. All Signals are provided with detailed statistics and informative charts.

Become a trading signal provider and sell subscriptions to thousands of traders around the world. With the Signals service, your successful strategy can generate income with a small start-up budget!

Forex VPS for MetaTrader 4/5

We will offer a server with the lowest ping and the best execution
Equinix LD4
London, UK
51.5235, -0.636
Equinix NY4
New York, US
40.7765, -74.072
Equinix SP3
Sau Paulo, Brazil
-23.4663, -46.8634
Equinix HK1
Hong Kong
22.3656, 114.1171
Servers.com AMS1
Amsterdam, Netherlands
52.3918, 4.665
Servers.com MOW1
Moscow, Russia
55.736, 37.721
Falkenstein FSN1
Falkenstein, Germany
50.4788, 12.3327
Interxion FRA3/FRA8
Frankfurt, Germany
52.3918, 4.665
Aurora 1
Chicago, US
42.0011, -87.9571
Mumbai
Mumbai, India
19.1131, 72.8925
Johannesburg
Johannesburg, South Africa
-25.9305, 28.1362
Singapore
Singapore
1.3226704, 103.9186452

Jobs for Freelancers

Order a custom technical indicator, a trading robot or any other app for the MetaTrader platforms from trusted developers.

Professional programmers deal with hundreds of orders in the MQL5 Freelance section with guaranteed payment and instant withdrawal of earnings through convenient payment systems.

1500 - 2500 USD
un écosystème logiciel asynchrone multi-comptes dopé par un module de supervision par Intelligence Artificielle (Guardian AI). La solution assure le pilotage automatisé, le filtrage de marché en temps réel et le contrôle des risques pour 20+ comptes MetaTrader 4/5 (via MetaApi) et Deriv sur VPS Equinix NY4. vous aurez plus de detail dans les échanges
40 - 200 USD
#property copyright "Custom XAUUSD EA" #property version "1.00" #property strict #property description "XAUUSD Aggressive Controlled Growth EA" #include <Trade/Trade.mqh> CTrade trade; //================================================== // USER SETTINGS //================================================== input group "=== GENERAL SETTINGS ===" input string TradeSymbol = "XAUUSD"; input ENUM_TIMEFRAMES EntryTF =
23 Applications
30+ USD
Hi! I need an experience developer with order flow, volume delta, and futures scalping, and I wanted to ask you a few questions. Have you personally developed and tested fast-paced strategies for Gold Futures (GC), particularly those that enter during short-term price impulses and scale into positions as momentum builds? From your experience, what indicators or signals help you determine whether an impulse has enough
16 Applications
MQL5 Indicators Experts
30 - 100 USD
Budget: 100 USD Deadline: 3 days Category: Development of a trading robot in MQL5/MQL4 Specification I need a reliable trade copier that reads open trades from a public MyFXBook portfolio and automatically copies them to MetaTrader 4 and/or MetaTrader 5. I do not care which method you use. I only care about a stable, accurate, real-time result. Source MyFXBook portfolio (example): Olivia1 / oid 12312314 Read open
25 Applications
MQL5 Experts
50 - 150 USD
Hello, I need an MQL5 Expert Advisor for MetaTrader 5. STRATEGY: Pair: XAUUSD / EURUSD Timeframe: M5 and M15 (selectable) 1. Wait for a strong rejection wick at Support / Resistance or Supply / Demand zone. 2. Wait for a Fair Value Gap (FVG) in the same direction. 3. Enter on FVG retest with confirmation candle close. 4. Only 1 trade at a time, no martingale, no grid. RISK MANAGEMENT: - Lot: Fixed lot or % Risk
500+ USD
I am looking for an experienced MQL5 developer for the first milestone of a larger MetaTrader 5 project: a multi-symbol, multi-timeframe signal scanner with alerts. This milestone covers indicator integration only. There is no order placement or trade management at any stage. Scope of this milestone Read outputs from three custom indicators (provided as compiled files after selection and NDA) reliably via iCustom and
81 Applications
(7) MQL5 Experts

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Scalping
Scalping
WATCH IT YOURSELF: MOON RIDER EA, LAST YEAR'S BACKTEST — $50 → $2,622 Backtest video: https://www.youtube.com/watch?v=8BYHF7DWjvM Moon Rider strategy video: https://www.youtube.com/watch?v=49z-7a4ZpWY Recommended balance: $500 minimum Moon Rider EA: h
Smartmass Strategy
USD. W46 (Q4M2W2). US Macro Analysis Inflation and employment data reinforced bullish pressure on the US dollar. Headline CPI rose 0.4% month-on-month, Core CPI increased 0.3%, and PPI advanced 0.3%. Although headline inflation moderated from September, u
Phoenix Trade Manager MT5 | Elite Traders Hub
7 TRAILING METHODS. PICK YOUR STYLE. Trailing your SL by hand means staring at the screen all day. Phoenix trails for you — 7 ways: 1⃣ Fixed distance 2⃣ Fractals 3⃣ Moving average 4⃣ Parabolic SAR 5⃣ ATR 6⃣ Partial close 7⃣ High/Low bar Set a star
Prop Firm Trade Manager | Funded Trader Elite
TP AND SL HITS — COUNTED How many trades hit TP today? How many hit SL? All-time? The statistics block counts them for you — today and all-time — next to win rate and profit factor. Your trading journal, written live. Own it for life: $99 one-time —
Ultra Sync Trade Copier MT5 & MT4
PANEL SCHOOL #26: MARGIN CHECK The margin check confirms there's room for the order before it's sent. No surprises from insufficient margin. Careful execution, every time. Careful execution: UTILITY · MANAGE YOUR OWN TRADES Copies trades across
Multi-Strategy Market Scanner
COMBINE #44: TWO OPPOSITE STYLES Trend Pullback likes continuation. VWAP Reversal likes mean reversion. When both agree, it's interesting — a pullback that also returns to fair value. COMBINE lets you discover these rare meeting points. Discover me
Black Thunder EA ⚡ High-Impact Trading
CPI, NFP, FOMC: THE DAYS NEWS CATCH MODE WAITS FOR WATCH IT ON YOUTUBE Black Thunder EA in action https://www.youtube.com/watch?v=o-JBZDUKpAk Watch first · then decide Some days gold barely moves. Other days it explodes. News Catch Mode fo
AureusAI Trading Suite
Practical deep dives into EA evaluation A blog series on MQL5: 10 posts and 2 articles on the questions behind Strategy Ledger Pro. Scan a code on the banner to read any of them. Hidden drawdown your closed trades don't show, and why the same drawdown c
AI Stocks Analyse
EQUITIES Stop watching sluggish currency pairs and trade top US stocks and indices instantly with Stocks Trade. PORTFOLIO Distribute risk automatically across multiple shares and timeframes without complicated setup routines. MetaTrader 5 version: h
Apollo Forex Systems
Currency Strength Wizard. BTCUSD D1. Yes, I know I have already provided many posts today based on live market regarding the way how I trade using the Currency Strength Wizard indicator, but I want to give you one more today based on the D1 TF. I just want
ALGO By H. Furkan OZTURK
Today: Today's analyses report US spot Bitcoin ETFs with $2.35 billion in net outflows over two weeks, including $185.4 million on Friday. Bitcoin traded below $68,000 at $67,500 amid $1.62 billion in total crypto liquidations. The Ethereum Foundation dis
AI Useful Tips For Novice
PERFORMANCE Elevate your results and target professional goals like prop firm funding with the advanced Neon Trade EA. CONTROL Automate server-side machine learning models while managing risk dynamically across multiple assets and timeframes. MetaTra

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Financial Trading Articles

Learn how to create your own technical indicators and trading robots from the huge database of articles written by expert traders.

Share your trading and programming experience with those who are new to algorithmic trading, write an article about it and earn $200. In addition, we will translate your article to ten languages.

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From Basic to Intermediate: Objects and Subwindows (III)

From Basic to Intermediate: Objects and Subwindows (III)

This article describes a safe way to handle the deletion of graphical objects: event interception, object recreation, and restoration of a minimal set of properties. We'll show you how to avoid errors when working with pointers, prevent unwanted object recreation during shutdown, and preserve object positions and dimensions by updating them using DRAG/CHANGE. As a result, the indicator remains intact, and the user retains some of their settings.
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MLP (Multilayer Perceptron) Inside an MQL5 Expert Advisor: Training on Historical Data Without Python or Weight Files

MLP (Multilayer Perceptron) Inside an MQL5 Expert Advisor: Training on Historical Data Without Python or Weight Files

The article shows how to move the GridSurvivor Expert Advisor’s MLP filter from offline training in Python to fully embedded training in MQL5. The network is trained on the history of the current symbol and timeframe, is periodically retrained, and is used as the final signal filter. This approach eliminates external files and normalization mismatches, making the Expert Advisor self-contained and reproducible.
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The Chimp Optimization Algorithm: From ChOA to BChimp

The Chimp Optimization Algorithm: From ChOA to BChimp

The Chimp Optimization Algorithm (ChOA) mimics primate group hunting with a division of roles, and its binary variant, BChimp, applies this mechanism to feature selection problems. We implement a continuous core in C_AO; along the way, we identify and correct an inherited coefficient defect — one that is masked by binarization but disrupts the search in the continuous domain. The abstract provides a ready-made implementation and practical insights into the quality and robustness of the search.
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Distributed Tracing for Expert Advisors: A Native OpenTelemetry (OTLP) Exporter in MQL5

Distributed Tracing for Expert Advisors: A Native OpenTelemetry (OTLP) Exporter in MQL5

This article builds a four-layer MQL5 tracer that works without gRPC or protobufs: OTLP/HTTP JSON via WebRequest, SHA-256–backed ID generation, a nanosecond-formatted clock, and a ratio sampler. Finished spans go to a bounded queue and flush in batches with exponential backoff. A W3C traceparent header links the EA's spans to a Python service for end-to-end visibility.
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Diebold-Mariano Test in MQL5: Does Your Indicator Actually Forecast Better Than a Random Walk?

Diebold-Mariano Test in MQL5: Does Your Indicator Actually Forecast Better Than a Random Walk?

The article implements the Diebold–Mariano test in pure MQL5 with HAC long‑run variance and the Harvey–Leybourne–Newbold small-sample correction, and adds the Clark–West adjustment for nested models. Forecasts are scored without look‑ahead over a rolling window while accounting for overlapping horizons. An EA and indicator use these tests as a live gate so trades occur only when a model outperforms a random walk at the chosen right‑tail threshold.
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Creating a Cairo-Inspired Graphics Library for MetaTrader 5 (Part 8): Paint, from Solid Colors to Gradients

Creating a Cairo-Inspired Graphics Library for MetaTrader 5 (Part 8): Paint, from Solid Colors to Gradients

Gradients are introduced by making the source a polymorphic paint: the rasterizer calls ColorAt(x, y) for each pixel. This enables solid, linear and radial fills on any path with a single inner‑loop change, keeping Path.mqh untouched. The article details color stops and padding, corner‑based normalization for linear gradients, normalized centers/radii for radial ones, a CCairoFillStyle handle, and compatibility with the legacy uint Fill().
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Why Backtested Scalpers Diverge in Live Trading (Part 1): Building an Intelligent Friction Guard for Dynamic Spread and Micro-Volatility Filtering

Why Backtested Scalpers Diverge in Live Trading (Part 1): Building an Intelligent Friction Guard for Dynamic Spread and Micro-Volatility Filtering

The article addresses the backtest–live gap in scalping by formalizing market friction and screening trades at quote time. It estimates tick velocity and arrival frequency, detects spread anomalies with a hybrid Welford–EWMA variance model, and evaluates a Friction Ratio against a configurable execution horizon. The MQL5 gatekeeper and diagnostic terminal radar classify market conditions into four regimes and gate order initiation when spreads widen or projected movement is insufficient.
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From Basic to Intermediate: Objects and Subwindows (II)

From Basic to Intermediate: Objects and Subwindows (II)

This article explains how to track and handle the removal of objects from the chart in MQL5 using MetaTrader 5 events. When the code detects that an object created by an indicator has been deleted, it deletes the corresponding instance to avoid inconsistencies and prevent subwindows from being left behind. This approach uses unique names and a header file, prioritizing simplicity and predictable behavior.
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Neural Networks in Trading: A Spatio-Temporal State Space Model for Financial Data Analysis (STSSM Block)

Neural Networks in Trading: A Spatio-Temporal State Space Model for Financial Data Analysis (STSSM Block)

The article explains the internal mechanics of the STSSM block and demonstrates how modern SSM approaches can be adapted to the event-driven logic of spiking models while maintaining high speed and expressive representations. Step by step, we work our way through the architecture, transforming the rigorous theory behind the authors' approach into a practical financial instrument for analyzing financial time series.