【GOLD専用EA】Key-number Master, simple design avoiding over-optimization, steady start with favorable forward performance
When choosing an EA, you’re probably curious about its backtest results.
Seeing a clean, steadily rising asset curve tends to raise expectations.
But you may also have had questions like these.
“Are these results overly tuned to past market conditions?”
The GOLD-only EA “Kirinban Master” introduced here is built with a simple logic to address concerns about excessive optimization.
It centers on price movements rather than multiple overlapping indicators, and it does not use averaging down or martingale strategies, with a maximum of one open position at a time.
And,Forward testing on GogoJungle also started with a positive result.
In this article, we’ll introduce the core thinking behind Kirinban Master and summarize its current forward performance.
▶View Kirinban Master product page
Forward testing has a strong start
First, we’ll present the official live performance as published on GogoJungle.
As of November 7, 2026, the display is as follows:
| Item | Official operation display |
|---|---|
| Profit | ＋¥17,098 |
| Profit factor | 2.02 |
| Win rate | 66.67% |
| Closed trades | 6 trades (4 wins, 2 losses) |
| Max drawdown | 15.24% (¥13,627) |
Since the start of measurement, the trades have4 wins, 2 losses, PF 2.02, positive profitto start with.
Of course, only six trades have closed so far. This single number cannot determine long-term win rate or profitability.
Nevertheless, not only in backtests but also in a publicly disclosed forward phase, starting positive is promising for future performance.As trading accumulates, what kind of results will Kirinban Master achieve? Please continue to monitor.
▶View latest forward results here
※The above figures were checked on November 7, 2026. Results are subject to change. Please check the product page for the latest values.
Development focus: not overfitting to the past
When developing an EA, adding many conditions can improve past performance.
However, if you adjust conditions too closely to past price moves, they may work in that period but fail in other market conditions. This is the concern ofoverfitting.
Kirinban Master is designed with this in mind, keeping the rules as simple as possible.
At the core of the trading decision isprice movement near the target level. ATR is used to adjust take profit and stop loss, but the design does not rely on stacking multiple indicators like moving averages, RSI, or Bollinger bands to tighten conditions.
Instead of “gradually adding conditions to avoid past specific scenarios,” the aim is to capture price movement characteristics with simple rules.
Of course, a simple logic does not automatically eliminate overfitting risk. That’s why we emphasize testing across different periods and reviewing forward results thereafter.
Verifying the logic across different periods
As stated on the product page, development began by testing with2010–2019data.
After confirming significance there, we tested with data from 2020 onward, and in both periods the asset curves rose steadily.
What’s important here is not to rely on a single period’s results, but toconfirm how the logic behaves across different periods.
The same logic also shows significance in USD/JPY and GBP/USD.
GOLD-only EA with clear buy/sell rules
Kirinban Master’s main specifications are as follows.
| Item | Details |
|---|---|
| Instrument | XAUUSD (GOLD) only |
| Platform | MT4 |
| Time frame | 1-hour chart |
| Entry | Approach to the Kirinban level detects specific price moves and waits with a stop order |
| Max open positions | 1 position |
| Averaging down / Martingale | None |
| Hedging | None |
| Take profit / Stop loss | Linked to ATR at entry. The price range in settings is 1:1 |
| Time-based exit | If not settled within 24 hours, exit at market price |
Entry is waited by watching price movements, and exit is made via take profit, stop loss, or time-based exit.
A trait of Kirinban Master is that the trading flow is easy to grasp.
No averaging down. One position only
Kirinban Masterlimits holding to a single position at any time.
It does not perform averaging down by adding positions as unrealized losses accumulate, nor does it increase trade sizes stepwise to recover losses.
Also, the take profit and stop loss widths are set according to the ATR at entry.The TP and SL width ratio is 1:1.
Gold can exhibit larger price moves, so a risk allocation setting that adjusts lot size based on the potential stop loss is also provided.
However, losses can still occur with any setting. Slippage and time-based exits may cause actual results to differ from the set width.
Determine your trading volume after confirming your operating funds and acceptable loss amount.
Please keep an eye on the forward accumulation
The reliability of an EA is not decided by backtests alone.
In varying market environments, what trades will actually accumulate? It’s important to continually monitor the forward progress.
Kirinban Master has shown a favorable start in forward testing,4-2, PF 2.02, positive profit.
There are still only six trades, so more data will be needed. We’d appreciate it if you check the product page for future results as well.
For those interested in a simple design mindful of overfitting.
For those looking for a GOLD-only EA that does not use averaging down or martingale.
Please take a moment to review Kirinban Master in detail.
▶Kirinban Master details and latest forward results here
※This article is a product introduction. The EA does not guarantee profits, and past backtests or forward results do not guarantee future performance. Forex and gold trading carry risk of loss, and sudden market changes or trading conditions can magnify losses.