Strategy Description & Rules
A human-tested intraday scalping framework based on the high and low of the first 4-hour candle of the New York trading day. The 5-minute chart is used to monitor range breaks and re-entry behavior, with potential trades evaluated against a predefined 2:1 Risk-to-Reward target.
Strategy Overview
The strategy establishes a defined trading range using the high and low of the first 4-hour candle of the New York session. Once the range is established, price is monitored on the 5-minute timeframe for a potential breakout followed by a re-entry into the range.
The breakout and re-entry behavior is treated as the primary setup condition. A potential trade is then evaluated using the predefined entry, stop-loss, and 2:1 Risk-to-Reward framework.
Core Strategy Framework
01. Define the 4H Range
Record the high and low of the first 4-hour candle of the New York trading day.
02. Monitor the M5 Chart
Wait for price to interact with and potentially break one side of the established range.
03. Break & Re-Entry
Evaluate whether price breaks the range and then returns back inside it before considering an entry.
04. 2:1 Risk-to-Reward
Potential setups are evaluated using a predefined 2:1 Risk-to-Reward objective.
Human Testing — Not Fully Automated
Although the strategy is described as mechanical, it is currently being tested through human analysis and manual execution. It is not yet a completely automated Expert Advisor.
The testing process evaluates how consistently the range, breakout, re-entry, and risk-to-reward rules can be identified and applied across different market conditions.
Claim vs Reality
The strategy claims that the first 4-hour New York range can provide a simple framework for identifying short-term breakout and re-entry opportunities on the 5-minute chart. This test evaluates whether that concept produces repeatable results rather than assuming the setup is profitable.
The results are assessed using actual trade outcomes, win rate, 2R target achievement, losing streaks, drawdown, and consistency across different market conditions.
What We Are Testing
Testing Objective
The objective is to apply the 4-hour range rules consistently, record both successful and failed break-and-re-entry setups, and determine whether the claimed 2:1 Risk-to-Reward approach produces a measurable edge over a meaningful sample of trades.
Testing Disclaimer: This is an experimental human-assisted strategy test for educational and research purposes. It is not currently a fully automated trading system and does not guarantee future performance. Trading leveraged financial instruments involves significant risk.
Original Video EA Backtest
TradingView Backtest
How to Download & Use this EA (Video Guide)
Need help? This short video tutorial guides you step-by-step through downloading the EA, loading it into MetaTrader, and configuring the trend filters and strategy tester parameters.
Automated Verification & EA Insights
This page provides a detailed analysis of the 4-Hour Range Scalper, originally shared by the popular YouTube content creator Data Trader. Many automated trading videos make high-win-rate claims that might not reflect typical live trading conditions, which is why we coded this strategy into a standardized Expert Advisor (.ex5 file) to verify those claims using historical backtests.
During our evaluation of the original ruleset, we analyzed trade frequency, risk exposure, and maximum drawdown. If the strategy tester results showed significant gaps between the creator's video claims and reality, we noted the discrepancies above. You can download the compiled EA directly to run your own backtests on your broker's terminal using the universal tester key provided.
For traders interested in a more robust implementation, we also offer an optimized version. Our team refines the core rules by adding advanced filters, trailing stops, and spread protections to address common issues like false breakouts and high latency, transforming educational YouTube concepts into structured algorithmic trading tools.
FXSnipers is an independent development lab. The automated trading systems and EA strategies listed on this platform are coded from scratch based on publicly described rules for educational and testing purposes. We are not affiliated, associated, authorized, endorsed by, or in any way officially connected with the YouTube creators, authors, or channels (including Data Trader) mentioned on this website.
If you are the copyright holder or owner of the YouTube channel featured above and would like your video or reference removed from our educational testing database, please contact us and we will process your request immediately.
Strategy Metric Check
Original Video EA
Download the exact strategy coded as described in the video for backtesting and validator testing.
TradingView Chart
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