Seven Year Development JP225 Engine
- Experts
-
Hwang Yunhyeong
I am a quantitative developer who has studied the trading market and traded directly for nearly 10 years.
I was not a successful trader from the beginning. - Versione: 4.30
- Aggiornato: 29 giugno 2026
- Attivazioni: 5
10 Years of Candle Logic, Engineered for JP225Cash
Long-Term JP225Cash Backtest Results Rarely Seen in the MetaTrader EA Market
Starting capital: $100
Final balance: approximately $3,171,518
Growth: approximately 31,715x
Total return: approximately 3,171,418%
Total trades: 4,227
Profitable trades: 3,010
Win rate: 71.21%
Profit Factor: 6.74
These are the long-term backtest results of this EA, designed specifically for JP225Cash.
There are many automated trading EAs in the MetaTrader market. However, it is not easy to find an EA that shows this level of growth, trade count, win rate, and Profit Factor at the same time, starting with only $100 and tested over nearly 16 years from September 8, 2010 to June 11, 2026.
This result is not just a lucky outcome from one specific market phase.
It is not a short-term over-optimized backtest.
It is not built on only one or two strong trends.
This EA is a structured trading engine tested across long-term JP225Cash market conditions, including rising markets, falling markets, corrections, and recovery phases.
Developer Introduction
I am a trader with 10 years of market experience.
This EA was not built simply to create attractive backtest numbers. It is the result of turning real trading experience, candle interpretation, and position-management principles into code after years of market observation, live trading, repeated failures, and continuous refinement.
This strategy is also being operated on a real account.
Live strategy status: started with only $95 as of June 24, 2026
https://www.mql5.com/ko/signals/2379046?source=Site+Signals+My
EA operation video
https://www.youtube.com/watch?v=CrvHPzrANh0&t=204s
Instagram
https://www.instagram.com/zombie.trader.official/
YouTube
https://www.youtube.com/@zombie.trader.official
The core of this EA is not simple automation.
Which market should be selected?
Which timeframe should be used for decision-making?
How should positions be divided?
How should unfavorable market phases be handled?
How should positions be recovered when price returns?
How should risk be adjusted again as the account grows?
This EA was built as a JP225Cash-focused structure to answer those questions.
Turning 10 Years of Candle Analysis into Code
The core of this EA is the candle.
Every price movement is ultimately compressed into open, high, low, and close.
No one can accurately predict the exact top or bottom of the market, but every candle has an opening price and a closing price.
The daily candle shows the strength of one trading day.
The weekly candle shows the direction of one trading week.
The monthly candle shows the larger pressure and accumulated market flow.
This EA does not mix these three timeframes into one signal.
Instead, it separates them into independent Daily, Weekly, and Monthly engines, each managing its own position group.
In other words, this is not simply an EA that buys JP225Cash.
It is a structured automated trading engine that interprets the daily, weekly, and monthly flows of JP225Cash as separate tactical layers, then divides, accumulates, and recovers positions accordingly.
Not Just an Entry Signal, but a Position-Management Structure
Most EAs focus on one question: “When should I enter?”
In real trading, however, the more important questions come after the entry.
What happens if the market moves against the position?
How should accumulated positions be managed?
When price recovers, under what conditions should the basket be closed?
How should risk be adjusted as the account grows?
This EA answers those questions through code.
The D1, W1, and MN engines separate positions using different Magic Numbers.
Each engine independently manages its entry state, additional-entry state, and closing state.
Instead of judging a single order, the EA evaluates the profit and average entry price of the entire position basket.
That is why this EA is not a simple buy robot.
It is a basket-based compounding engine that treats JP225Cash as a battlefield, designs positions, accumulates them, and recovers them.
Turning the Philosophy of Warren Buffett and Benjamin Graham into Short-Term Trading Code
This system transforms the long-term investment principles emphasized by Benjamin Graham and Warren Buffett into a short-term trading structure for JP225Cash.
Graham’s idea of margin of safety is about having enough room to survive unfavorable market conditions.
Buffett’s focus on compounding is about creating a structure where capital can grow on itself over time.
I believe these principles are also essential in short-term trading.
Not putting everything into a single entry.
Dividing positions.
Dividing timeframes.
Enduring unfavorable phases.
Recovering profits when the market returns.
Rebalancing exposure as the account grows.
This EA was designed around that logic.
In simple terms, this EA translates long-term investment philosophy into the language of short-term trading.
It is not about holding one good asset forever. It is about selecting the right market, dividing positions, using recovery zones, and building a compounding structure through repeated trading.
Why JP225Cash?
JP225Cash was not chosen simply because the backtest result looked good.
Small-account traders need a market where they can still aim for meaningful growth. Larger-capital traders also need a deep enough market for structured long-term operation.
This EA was not originally built only for JP225Cash.
I tested major currency pairs such as EURUSD, GBPUSD, USDCHF, USDJPY, USDCNH, AUDUSD, NZDUSD, USDCAD, and USDSEK. I also reviewed markets such as Gold and Bitcoin.
The more markets I tested, the clearer the conclusion became.
Instruments such as Gold and Bitcoin may offer big opportunities, but they can also be too heavy for small accounts. Even a small unfavorable move can put strong pressure on the account, and stable position distribution often requires larger capital from the beginning.
JP225Cash was different.
Depending on the broker conditions, JP225Cash can be managed with micro-positioning. Even with a small account, positions can be divided across multiple zones, leaving room for additional responses when the market moves unfavorably.
This matched the core structure of this EA.
This EA does not put everything on one entry.
It divides the daily, weekly, and monthly flows, distributes positions during unfavorable phases, and closes them as a basket when a recovery zone appears.
That is why I concluded that JP225Cash can offer growth potential for small accounts and structured operating potential for larger accounts.
The Structural Appeal of the Japanese Market
The Japanese market has long been viewed as undervalued. Recently, it has gained renewed attention through corporate reform, increased shareholder returns, and improved capital efficiency.
Japan is also one of the key capital powers in the global financial system. Japanese government bonds, overseas assets, and capital flows hold an important position in global markets.
In other words, JP225Cash is not merely a short-term volatility product.
It is a market where small accounts can take on meaningful opportunity, while larger capital can also be managed structurally. At the same time, it allows traders to participate in the broader long-term flow of the Japanese market.
Structure Matters More Than Indicators
The strength of this EA is not that it uses many indicators.
The core is structure.
Separate Daily, Weekly, and Monthly engines.
Magic Number-based position group management.
Basket-level profit calculation.
Weighted average entry recovery exit.
Controlled additional-entry logic by engine.
Lot calculation based on account size.
Exposure adjustment as the account grows.
Leverage-adaptive position sizing.
Broker-specific minimum lot and lot-step handling.
Margin check.
Slippage control.
JP225/Nikkei symbol filtering.
Entry-memory recovery.
In real automated trading, the most important thing is not one good signal.
It is a structure that does not easily break when positions accumulate.
It is a clear recovery rule when the market returns.
It is a way to adjust risk again as the account grows.
It is execution stability even under different broker conditions.
v4.30 Customer-Adaptive Risk & Compounding Update
Version 4.30 is a major update designed to better fit real customer account conditions.
Previous versions performed strongly under specific balance and leverage conditions. This update refines that structure so the EA can adjust position size more reasonably according to the user’s leverage and account balance.
Key improvements include:
Leverage-adaptive lot calculation.
Two-stage compounding structure.
Average-price recovery exit logic.
JP225/Nikkei symbol filter.
Improved stability for backtesting and market validation.
Trading permission check before order execution.
Broker-specific minimum lot, lot step, and volume-limit validation.
Margin check before entry.
Slippage control.
Improved engine-state management.
This EA is not a simple “balance grows, lot size keeps increasing” system.
It is a compounding position-management engine designed to allow growth in smaller accounts while slowing exposure expansion as the account becomes larger.
The Structure Behind the Backtest Result
The backtest result supports the structure.
On the long-term JP225Cash backtest, the starting capital was $100.
The final balance was approximately $3,171,518.
The net profit was approximately $3,171,418.
Total trades: 4,227
Profitable trades: 3,010
Win rate: 71.21%
Profit Factor: 6.74
These numbers did not come from one or two lucky entries.
They were produced by a combination of market selection, engine separation, basket-level profit management, DCA accumulation, exposure adjustment as the account grows, and order-execution stability over a long period of market data.
This result shows that the long-term investment principles of market selection, capital allocation, survival, and compounding can also be applied inside a JP225Cash short-term trading structure.
Would You Give Up a Multi-Million Percent Opportunity Because of 0.002%?
This EA is not risk-free.
Because it includes DCA and position accumulation, a strong one-directional market move may put significant pressure on the account. This must be understood before using the EA.
However, based on internal mathematical analysis and validation scenarios, the estimated probability of an extreme condition that could fully threaten the account was approximately 0.002%.
In other words, this is not a blindly risky system.
It is a system designed to accept an extremely rare tail-risk scenario in exchange for the possibility of strong compounding growth through the structure of JP225Cash.
This product is not for users who do not understand risk.
It is for users who understand risk and value long-term growth potential over the fear of an extremely rare market condition.
The goal is not small stability.
The goal is growth.
The goal is compounding.
The goal is a structure where a small account has the potential to become a much larger asset.
Who This EA Is For
This EA may be suitable for traders who:
Want to aim for large growth from a small account.
Prefer a structurally designed system rather than a simple trading robot.
Want to trade JP225Cash seriously.
Want to apply the compounding philosophy of long-term investing to short-term trading.
Want to experience the principles of survival, capital allocation, margin of safety, and compounding — the ideas emphasized by Warren Buffett and Benjamin Graham — inside automated trading code.
Value position-management structure more than simple indicator signals.
Want an EA that responds more flexibly to account size and leverage conditions.
Want to understand not only the backtest numbers, but also the structure behind those numbers.
Conclusion
This EA is not just another automated trading program.
A long-term backtest result growing $100 into approximately $3,171,518.
Candle logic built from 10 years of trading experience.
JP225Cash micro-positioning potential.
The long-term investment philosophy of Warren Buffett and Benjamin Graham.
Separate Daily, Weekly, and Monthly engines.
DCA basket management.
Average-price recovery exits.
Leverage-adaptive lot calculation.
Two-stage compounding.
Exposure adjustment as the account grows.
Order stability built around broker conditions.
All of these elements are integrated into one JP225Cash-focused automated trading EA.
You do not need to start with a large account. What matters is not the size of the starting capital.
What matters is the market.
What matters is the structure.
What matters is whether the system allows compounding to work.
And this EA implements that structure on JP225Cash.
Risk Notice
Backtest results are based on historical data and do not guarantee future returns.
This EA includes DCA and position-accumulation logic. In a strong one-directional market, the account may experience significant pressure.
Actual results may vary depending on broker conditions, spread, slippage, leverage, account size, lot settings, market volatility, and execution environment.
The extreme-condition probability mentioned in the internal analysis is based on specific validation scenarios and does not guarantee all future market conditions.
Users must fully understand the strategy structure and its risks before operating this EA.

