Konjiki AI
- Experts
- Shota Watanabe
- Versione: 1.4
- Aggiornato: 23 febbraio 2026
- Attivazioni: 5
Konjiki | XAUUSD (GOLD) | AI Trading EA (CatBoost)
Quick Specs
| Symbol | XAUUSD (GOLD) |
| Timeframe | H1 |
| Suggested Deposit / Lot Example | $1,000 (0.01 lots) |
| Position Holding Time (from tester) | Min: 0:51:00 / Max: 249:59:59 / Avg: 18:27:34 |
Note: Trading involves risk. Results may vary depending on broker conditions (spread, slippage, execution) and market regimes.
Overview
- This EA uses a machine learning model built with CatBoost.
- The model uses 88 features (trend/oscillators/volume indicators, etc.), with emphasis on time-related features.
- Training data: 2003-01-01 to 2024-12-31. Test period: from 2025-01-01.
- Target: 3-class classification (Buy / Sell / Hold).
- Validation: hyperparameters were selected using CPCV (6 splits) to help reduce overfitting risk.
Important: This description does not guarantee profit. The EA performance can change with market conditions.
Trading Logic (Simple)
- If the AI output is Buy, the EA opens a Buy position.
- If the AI output is Sell, the EA opens a Sell position.
- If an opposite signal appears while holding a position, the EA can close the current position and switch direction (depending on settings).
Risk / Management Options
- Trailing stop (optional)
- Close rule options: close on signal disappearance or close on opposite signal (selectable)
- Martingale (optional, OFF by default) and Nanpin options are available, but they increase risk. Please use carefully.
Inputs (Parameters)
| Group | Parameter | Description | Default |
|---|---|---|---|
| Main | Comment | Order comment / label | Konjiki |
| Main | Magic | Magic number | 0 |
| Main | Slippage (points) | Allowed slippage | 10 |
| Main | MaxSpread (points) | Max allowed spread | 100 |
| Entry | BuyEntry / SellEntry | Allow Buy / Sell entries | true / true |
| Lots | EntryLots | Base lot size | 0.01 |
| Lots | MaxLots | Maximum lot size (including Martingale) | 1.0 |
| Martingale | Martin / MartinMaxCount / MartinLotMult / MartinEven | Martingale settings (use with caution) | false / 20 / 1.1 / true |
| Logic | EntryTimeframe | One entry per selected timeframe | PERIOD_H1 |
| Logic | TakeProfit (%) | Close by % move from average entry price | 0.0 |
| Logic | StopLoss (%) | Close by % move from last entry price | 0.0 |
| Logic | ForceTrail | Always use trailing stop | false |
| Logic | EvenClose | Action when AI signal disappears: NOUSE / TRAIL / PLUS (close if profit) / MINUS (force close) | NOUSE |
| Logic | ReverseClose | Action when AI signal flips to opposite: NOUSE / TRAIL / PLUS (close if profit) / MINUS (force close) | MINUS |
| Nanpin | NanpinCount / NanpinWidth(%) / NanpinLots / NanpinInterval(Hour) | Nanpin settings (use with caution) | 1 / 0.3 / 1.5 / 3.0 |
| Time | TimeZone / SummerTime | Broker GMT and daylight saving rule | 2 / US_SUMMER |
| Other | ShowIndicator | Show prediction / PnL info on chart | false |
| Other | StopAtLimitOrder | Stop EA when a pending order is placed | true |
Strategy Tester Results (Example)
Symbol: XAUUSD
Period: H1 (2011-01-01 to 2025-06-12)
Broker: Titan FX Limited
Deposit / Leverage: 1,000 USD / 1:500
These are Strategy Tester results on historical data. They do not represent real trading results and do not guarantee future performance.
🐺I have customized Konjiki AI to be a long-only nanpinning martingale and am running it on a real account.📌In a one-year backtest in 2025, the recovery factor hit an astonishing 12.15.🎯I have published the set file on my note, so if you're interested, please try it out.(📘 https://note.com/pyonfx/n/n6fe60f0151c2 )