Today was not a day where the numbers needed much interpretation. Across the four bots, the closed trades came out to 1 win and 10 losses, with realized P/L at -1,976 yen. MLScore GF-T4 GB also left one GBPJPY short open at -109 yen, so the equity impact was -2,085 yen. That is not a huge amount in absolute scale, but the shape of it was uncomfortable.

The only winning closed trade came from LLMBridgeTrader. Even there, the bot finished negative because the win was surrounded by six smaller losses. GateGrid AI and BoundSniper both had no winning exits at all, and MLScore started the day by realizing a large loss from a prior position. I do not want to dress this up too much. The day was mostly about failed exits, weak reversal timing, and trades that stayed wrong long enough to matter.

Bot-by-bot results

■ GateGrid AI -733 yenRecord: 0W / 2LWin rate: 0.0%Gross profit: 0 yenGross loss: -733 yenPayoff ratio: N/AMax loss: -403 yen

■ BoundSniper Bot -390 yenRecord: 0W / 1LWin rate: 0.0%Gross profit: 0 yenGross loss: -390 yenPayoff ratio: N/AMax loss: -390 yen

■ LLMBridgeTrader -232 yenRecord: 1W / 6LWin rate: 14.3%Gross profit: +130 yenGross loss: -362 yenPayoff ratio: 2.15Max loss: -80 yen

■ MLScore GF-T4 GB -621 yenRecord: 0W / 1LWin rate: 0.0%Gross profit: 0 yenGross loss: -621 yenPayoff ratio: N/AMax loss: -621 yenOpen position: -109 yen floating P/L

■ Total -1,976 yen realizedRecord: 1W / 10LWin rate: 9.1%Gross profit: +130 yenGross loss: -2,106 yenPayoff ratio: 0.62Max loss: -621 yenFloating P/L: -109 yenEquity impact: -2,085 yen

Today’s theme: the bots did not just lose, they failed to stop the bleeding

There are bad days where the market simply does not fit the strategy. Today felt a little different. GateGrid AI waited for its sell stops, got filled, and then both positions were closed several hours later for -330 yen and -403 yen. Seeing two losses and no offsetting wins is simple enough, but the long hold before the close is what caught my eye.

The LLM-driven side was also not clean. LLMBridgeTrader did produce the only winner of the day at +130 yen, which kept its payoff ratio above 2.0. But one strong exit cannot carry a sequence of six losses. The issue was not that every decision was poor. It was that the system kept finding new reasons to re-enter and then accept small damage again and again.

GateGrid AI: two trades, both wrong, no recovery

GateGrid AI took two GBPUSD sell entries in the morning and closed both in the afternoon. The final result was -733 yen, split into -330 yen and -403 yen. No winners, no partial recovery, no balancing trade. The -403 yen loss made me pause, because this bot has already shown that a single larger cut can wipe out a cluster of small wins on other days.

This bot is built to avoid weak entries. CatBoost filters the entry probability, while Ollama checks context such as ATR, spread, higher-timeframe trend, session, and recent performance. That design should reduce random exposure, but today it did not protect the exit. The sell idea stayed alive too long, or at least long enough for both positions to close at a size that hurt.

I am not sure yet whether the fix is earlier basket-level cancellation, a tighter emergency exit, or a more aggressive reversal check. The logs would need to confirm that. Still, from the realized result alone, the weak spot looks closer to “when to abandon the grid” than “whether the first sell stop was reasonable.”

BoundSniper Bot: one TradingView signal, one full loss

BoundSniper Bot had only one USDJPY trade. It bought at 162.314 and closed at 162.119, ending at -390 yen. With one trade, there is not much statistical meaning to pull out, but the loss size is worth noting.

BoundSniper is not an AI decision bot. It receives TradingView alerts, passes them through the local webhook setup, and sends the order to MT5. That means today’s result mainly reflects the upstream TradingView rule and its exit timing. The bot did its job as an execution bridge, but the strategy behind the signal did not get out cheaply.

This is the awkward part of automation. A bridge can be technically correct and still transmit a bad trade perfectly.

LLMBridgeTrader: one good win buried under six cuts

LLMBridgeTrader was the busiest bot today. It closed seven EURUSD trades: one win at +130 yen and six losses totaling -362 yen. The final realized result was -232 yen. The payoff ratio was 2.15, which is not bad by itself, but the win rate was only 14.3%. That mismatch tells the story.

This bot asks the LLM to make a broader trading plan. It does not only return BUY, SELL, or NONE. It also decides whether to OPEN, HOLD, CLOSE, or REVERSE, and provides confidence, setup type, SL/TP width, and reasoning. Today, the wider decision space may have created too many new attempts. Some losses were small, but repeated small losses still become a real daily hit.

The +130 yen exit shows that the model can catch a useful move. The problem is selectivity. It needs to be more willing to say NONE after a failed idea, or to wait longer before trying the next setup. That is my read for now, not a final diagnosis.

MLScore GF-T4 GB: the largest realized loss, then an open short left behind

MLScore GF-T4 GB realized -621 yen early in the day. The profit column showed -601 yen, and swap added another -20 yen. Later, it opened a new GBPJPY short that remained open at the report cutoff with -109 yen floating P/L. The closed side alone was already the largest single realized loss of the day.

Because there was only one closed trade, I do not want to overfit the analysis. Still, the size matters. A max loss of -621 yen is larger than the entire realized loss of LLMBridgeTrader, despite LLMBridgeTrader taking seven closed trades. That makes the risk profile feel uneven.

The new short position might recover later, but at the cutoff it was not helping. For this bot, the next thing to watch is whether the SL-side exit is too heavy relative to the expected TP. If the winner target is not large enough to pay for this kind of loss, the math stays fragile.

Closing thoughts

Today’s log was blunt. GateGrid AI missed twice. BoundSniper took one clean hit. LLMBridgeTrader had one good exit but kept paying for retries. MLScore carried the largest realized loss and still had an open drawdown.

The useful part is that the weakness is visible. This was not a mysterious day hidden behind a decent win rate. It was 1 win and 10 losses, with the exits doing most of the damage. Sometimes the honest read is the shortest one: the bots did not need more confidence today. They needed fewer second chances.

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