AI FX Bot Lab: Real Trading Experiments
Kimi | Japan FX Bot LabCan AI really trade forex? AI FX Bot Lab is a real-time experiment from Japan, where I build and test AI-assisted FX trading bots using MT5, Python, machine learning, and local LLM tools. I share live results, failures, risk lessons, and bot improvements from rule-based, AI-driven, and ML + LLM hybrid systems. Not financial advice. fxaibotlab.substack.com
| Publishes | Daily | Episodes | 34 | Founded | a month ago |
|---|---|---|---|---|---|
| Number of Listeners | Categories | InvestingNewsTech NewsBusiness | |||
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Latest Episodes
Today was not a day I want to judge by win count. The four-Bot portfolio closed at -2,457 yen, and the reason was not that every system failed at entries. It was simpler and more uncomfortable: the losing trades were too heavy compared with the winne... more
Win Rate Lied This Week: The Rule-Based Bot Survived While the LLM Bots Bled
MT5 LLM auto-trading report, June 15–19, 2026.This is Day 5 of the running log. The four-bot portfolio finished the window at -3,490 yen cumulative, even though several day... more
A 72.2% win rate should have made this a decent trading day. It did not. Across four MT5 bots, the combined record was 13 wins and 5 losses, but the final result was -248 yen.
For this log, I am treating June 19, 2026 as Day 1 of the published serie... more
The result for June 18 was simple, but a little uncomfortable: four MT5 auto-trading bots closed the day at -464 yen. The portfolio won 27 out of 36 trades, so the surface number looked fine. Still, the payoff ratio was only 0.27, and that is where t... more
Conclusion
June 17 was not a “win rate day.” The four MT5 bots ended at -1,615 yen, and the strange part is that the bot with a 33.3% win rate, LLMBridgeTrader, lost less than GateGrid AI at 50.0%. I had to look twice at that. The answer was not hid... more
June 16, 2026 was not a “bad entries” day as much as an “exit discipline” day. Across the four MT5 bots, the combined realized result was -1,445 yen, even though the total win rate was still 53.3%. That number made me pause a bit, because more trades... more
June 15, 2026Running log: Day 1Cumulative realized P/L: +282 yenEquity impact including open positions: +46 yen
The portfolio finished green, but the most interesting part of the day was not the profit. It was the restraint. Four MT5 bots ended with... more
Conclusion
Today’s combined result for the four MT5 auto-trading bots was +3 yen. On the surface, that is almost flat, and I paused for a second because the number looks too small to say much. But the inside of the day was not small at all.
GateGri... more
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