Takibi Gold AI

Takibi (焚火) | GOLD (XAUUSD) | AI Model

Gold-only AI trading EA designed for short-term to day trading, with no martingale and no averaging down.

If you are satisfied with this EA, we would greatly appreciate it if you could leave a review.

We will continue improving our systems based on your feedback.

The latest updates, new EA releases, and campaign information are available on the developer news page.

Overview
  • Symbol: XAUUSD (GOLD)
  • Timeframe: H1 based (holding time: several minutes to several hours)
  • Decision: Uses probability output from a trained machine learning model
  • Risk Design: No martingale / no averaging down
* Actual results may vary depending on market conditions and trading environment.
About the AI Model
The AI model used in this EA is built with CatBoost, which is widely used in the financial field.
The labeling and validation methods were designed with reference to the ideas of financial machine learning proposed by Marcos López de Prado.

Features

The AI evaluates not only price, but also time, volatility, and market structure to make trading decisions.

The model uses the following types of inputs:

  • Time features (Month / Day / Week / Hour)
  • Rate of price change (100h)
  • Volatility indicators (ATR / VAM / Momentum)
  • Multiple technical indicators (RSI / MA / RCI / Stochastic)

A total of approximately 85 features are used.

In simple terms, the AI evaluates things such as:
"What time phase the market is in,
whether the market is trending or ranging,
where the current price is positioned within that context,
and whether the move is likely to continue or stall."

Model Training Considerations

The following points were taken into account during training and adjustment:

  • Measures against overfitting
  • Consideration for class imbalance
  • Training data composition designed to reflect changing market conditions
  • Validation under multiple conditions
  • Training period: 2003 to 2024, with 2025 onward available for testing

The model was designed to avoid relying on any single specific market period.

Rather than aiming to perform only in a limited environment, this EA is designed to operate as stably as possible across a wide range of market conditions.

Trading Logic

This EA is not fixed to either trend-following or counter-trend logic.
Trade direction is determined dynamically based on the probability output of the AI model.

The AI model internally includes approximately 400 trading logic patterns,
and each pattern is formed by 5 conditions.

This may sound like a large number, but the training period covers about 130,000 hours of data (around 15 years).

Separate models are trained for buy and sell trades, each specialized for its own direction.

Because of this, buy and sell positions may be held at the same time, which also functions as a hedge to help reduce maximum drawdown.

* Only patterns whose effectiveness was confirmed from the training data are used. Random brute-force combinations are not applied.

Trading Characteristics (Design Assumption)

  • Trading frequency: relatively high
  • Trading style: short-term to day trading
  • Position holding time: several minutes to several hours

* Actual trading results may vary significantly depending on market conditions and trading environment.

EA Specifications

Supported Symbol XAUUSD (GOLD)
Supported Timeframe H1
Recommended Balance 1,000 USD
Maximum Simultaneous Positions 1 position per side
Hedging Buy and Sell positions may be held at the same time
Lot Type Fixed
Martingale / Averaging Down None
Account Type No restriction
VPS Recommended

About Backtests

Backtest results are provided for reference purposes only.
Results may vary depending on test settings and trading environment.

This strategy is not designed to be optimized only for a specific period or broker condition.

Parameters

Name Description
Comment Identifier string used for order comments and chart display
MagicBuy Magic number for buy trades
MagicSell Magic number for sell trades
Slippage(point) Allowed slippage. If price deviation exceeds this value, new orders will be avoided
MaxSpread(point) Maximum allowed spread. New entries are stopped when the spread exceeds this value
EntryLots Base lot size used for new entries
TakeProfit(%) Take profit movement rate (%). This is not based on account balance profit percentage
Stoploss(%) Stop loss movement rate (%). This is not based on account balance loss percentage
Strategy[Buy] Selects the model used for buy trades
Strategy[Sell] Selects the model used for sell trades
Model Name Structure Format: Holozon①_②_Type③
① Number of target candles
② Target rate of price movement
TimeZone Setting used for time conversion (guide for broker GMT setting)
SummerTime Daylight saving time setting
NO_SUMMER: No daylight saving time
US_SUMMER: U.S. daylight saving time
EU_SUMMER: European daylight saving time
ShowIndicator Displays AI predictions and history information on the chart
StopAtLimitOrder Stops trading when pending limit or stop orders exist. Useful when you want to stop EA trading remotely without logging in to the VPS.

FAQ

Q1. What is the recommended account balance?

The recommended balance is 1,000 USD, assuming a 0.01 lot setting. Even with a larger balance, increasing the lot size too much will increase risk.

Q2. Can I use the default parameters as they are?

Basically, yes, the default settings can be used. However, please adjust the following according to your broker:

  • MaxSpread(point): Increase slightly if your broker tends to have wider spreads
  • TimeZone / SummerTime: Match your broker's server time

Example: If your broker uses GMT+2 with European daylight saving time → TimeZone = 2, SummerTime = EU_SUMMER

Q3. Can I use it on a demo account?

Yes, it can be used on both demo and live accounts. It is recommended to first check operation and trading frequency on a demo account before using it on a live account.

Q4. Can I use it on multiple charts or multiple symbols?

This EA is exclusively designed for the XAUUSD (GOLD) H1 chart. It will not operate correctly on other symbols or timeframes.

Q5. Is VPS required?

A VPS is not mandatory, but recommended for stable 24-hour operation. If your PC is turned off, the EA will also stop.

Q6. Does it trade during major economic news releases?

This EA does not include a news filter. If you want to avoid trading during major economic events, please stop the EA manually during those periods.

Q7. Will the model or logic be updated in the future?

At this time, no major logic changes are planned. However, based on forward test results, a different version may be released if necessary.

Risk Disclaimer

This EA does not guarantee future profits.
Losses may occur depending on market conditions and trading environment.
Please use it only after fully understanding the risks involved.

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Ginga 9AI Ensemble - Next-Generation Ensemble EA Overview A next-generation ensemble EA that makes trading decisions through majority voting by 9 independent AI models. Training Period: 2003-2024 (22 years) Strict Selection: 9 elite models selected from over 100 candidates through 10 years of Walk-Forward Testing (WFT) Prop Firm Ready: Equipped with a daily stop loss feature Main Features 1. Ensemble AI Strategy Many AI EAs rely on a single model, making them vulnerable to overfitting and changi
PEACE AllPair Grid|All-Pairs Grid EA with Economic News Filter Simple. Built to run for the long term. Instead of relying only on price swings, PEACE focuses on time-based averaging (interval control) to stay adaptable across changing market conditions. Key Features Works on all currency pairs (no strict symbol limitations) Designed for stable, long-term operation — not an aggressive grid approach All parameters are unlocked so you can tune it to your own style Lightweight & fast — optimized fo
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cesiek
738
cesiek 2026.06.16 14:19 
 

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Shota Watanabe
8318
Reply from developer Shota Watanabe 2026.06.16 14:26
Thank you for the wonderful review! My goal is to create effective and safe EAs.
Abdullah Aqeel Lafta Al Rubaye
1062
Abdullah Aqeel Lafta Al Rubaye 2026.02.12 20:51 
 

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Cristian Salute
479
Cristian Salute 2026.02.02 21:40 
 

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Shota Watanabe
8318
Reply from developer Shota Watanabe 2026.02.04 08:56
Thank you very much for your thoughtful and detailed review. I sincerely appreciate your recognition of the EA’s potential and the trust you have placed in it. I look forward to your continued support of Takibi.
patrickdrew
3225
patrickdrew 2026.01.29 10:49 
 

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Shota Watanabe
8318
Reply from developer Shota Watanabe 2026.01.29 16:10
Thanks, glad to hear entries look good on demo.
About scalability: SL/TP are based on price change %, not balance %
mt4tradertrend
24
mt4tradertrend 2026.01.25 13:46 
 

User didn't leave any comment to the rating

Shota Watanabe
8318
Reply from developer Shota Watanabe 2026.01.29 16:11
ご報告ありがとうございます。
今後も引き続き良好に推移することを願っております。
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