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Pablo Dominguez Sanchez  

Backtests, Methodology & Full Transparency

Thank you to everyone showing interest in Karat Killer. 

I built this for traders who appreciate the work behind the numbers — so I've published everything openly:

blodsalgo.com/karatkiller/

There you'll find: — Full interactive backtest reports: equity curve, daily P&L, profit heatmap, monthly returns, trade distribution. 10 years of XAUUSD H1 data. Nearly 1,000 trades. Zoom, hover, inspect — it's all there. — The complete 8-phase anti-overfitting validation methodology: walk-forward validation, strict data boundaries, leakage audits. Every prediction made on strictly unseen future data.

Portfolio compatibility: Many of you have asked about running Karat Killer alongside other gold EAs without overexposing your portfolio — especially The Gold Phantom or Mad Turtle. So I ran a full correlation study. Pearson correlations below 0.30, drawdown overlap under 28%, and an equal-weight portfolio of all three produced a max drawdown of 9.2% — lower than any EA individually. Full report on the site. Short answer: Karat Killer is not a replacement — it's the missing piece.

This is not a buy-only EA. Most gold EAs on the market perform well only because gold has been in a massive bull run — take away the uptrend and their edge disappears. Karat Killer is fundamentally different. The ML ensemble was trained on over a decade of gold data covering every market condition: corrections, consolidations, crashes, and rallies. It generates sell signals with the same conviction as buy signals when the data supports it. The backtest reports show consistent profitability on short trades throughout the 2022 correction and earlier bearish phases. When this bull run eventually cools off — and it will — Karat Killer won't be standing still.

Every buyer also gets free  access to BLODSALGO Analytics Professional — a real-time dashboard tracking every trade automatically. On its own, it justifies the price. More details: analytics.blodsalgo.com — mql5.com/en/market/product/163894

Go explore the site. I'm confident the data speaks for itself.

— Pablo | BLODSALGO LIMITED

LPK68  
Sohil Chovatiya # : tuyệt vời ea
Chào bạn, bạn đã thực hiện giao dịch nào kể từ khi mua hàng chưa? Mình cũng vừa mua một cái và khá hào hứng đấy.
Unknown Trader  
LPK68 #:
Chào bạn, bạn đã thực hiện giao dịch nào kể từ khi mua hàng chưa? Mình cũng vừa mua một cái và khá hào hứng đấy.

no i am just waiting 

Cristian Salute  
I wonder how anyone can write credible reviews only two days after the EA was released. I also have high expectations for the product, and the developer has their own credibility and reputation. But honestly, reading reviews this early feels like hot air driven by hype.

Without taking anything away from the EA, I believe truly useful reviews are those that follow a serious period of use with demonstrable results. After only two days, I don't understand what a review could possibly be based on.
Pablo Dominguez Sanchez  
Cristian Salute #:
I wonder how anyone can write credible reviews only two days after the EA was released. I also have high expectations for the product, and the developer has their own credibility and reputation. But honestly, reading reviews this early feels like hot air driven by hype.

Without taking anything away from the EA, I believe truly useful reviews are those that follow a serious period of use with demonstrable results. After only two days, I don't understand what a review could possibly be based on.
You raise a valid point, and I actually agree — long-term results will always speak louder than any review.

That said, many of these users have been following my work for a while and are already familiar with my other EAs, so their excitement is genuine and comes from a place of trust built over time. They're not just reviewing two days of trading — they're sharing their first impressions on things like setup, documentation, how the EA behaves, support, etc. And I think that kind of feedback has its own value too. But yes, the real test is time. I'm with you on that.
Cristian Salute  
Pablo Dominguez Sanchez #:
You raise a valid point, and I actually agree — long-term results will always speak louder than any review.

That said, many of these users have been following my work for a while and are already familiar with my other EAs, so their excitement is genuine and comes from a place of trust built over time. They're not just reviewing two days of trading — they're sharing their first impressions on things like setup, documentation, how the EA behaves, support, etc. And I think that kind of feedback has its own value too. But yes, the real test is time. I'm with you on that.
Well yeah, that makes sense. I think if I had a track record of being happy with your products, I’d probably be over the moon about a new EA release too. And like you said, they’re driven by the trust they’ve built up over time from previous products and the documentation provided for the current one. Obviously, when things have gone well in the past, you just assume the future won't disappoint either. Yeah, I get it from that point of view... I was too "professional" and didn't take the emotional side into account in my last comment.
Pablo Dominguez Sanchez  
Санжар Качаган #:
Why there is no live signal ? I also bought the ea and installed it now on demo ...
Hi! Thanks for the purchase.
The live signal that existed was from the testing phase — the EA went through significant changes since then, so that signal doesn’t reflect the current version and wouldn’t be fair to show. On top of that, I’m currently working on reducing broker sensitivity, which needs to be resolved before publishing a new signal.
Once both are sorted, a proper live signal will follow.
For any questions about setup or configuration, feel free to reach me via private message — happy to help.
Davide Napoli  

One question: I installed EA on two different brokers. Today, a position was opened on one broker, but not on the other (they have the same settings). Is this normal?

Pablo Dominguez Sanchez  
Davide Napoli #:

One question: I installed EA on two different brokers. Today, a position was opened on one broker, but not on the other (they have the same settings). Is this normal?

Hi! Yes, this is normal and expected.

Different brokers deliver slightly different price feeds — small variations in spread, candle open/close prices, and tick timing. Since the ML model makes predictions based on candle data, even a tiny difference can push a signal just above or below the threshold on one broker but not the other.

This is something I'm actively working on improving to reduce broker sensitivity. But for now, occasional discrepancies between brokers are perfectly normal behaviour — it doesn't mean anything is wrong with your setup.

If you have any other questions, feel free to message me directly.

Санжар Качаган  
Pablo Dominguez Sanchez #:
Hi! Thanks for the purchase.
The live signal that existed was from the testing phase — the EA went through significant changes since then, so that signal doesn’t reflect the current version and wouldn’t be fair to show. On top of that, I’m currently working on reducing broker sensitivity, which needs to be resolved before publishing a new signal.
Once both are sorted, a proper live signal will follow.
For any questions about setup or configuration, feel free to reach me via private message — happy to help.
Okey understood, thank you for the answer!
Cristian Salute  
Wow! Karat Killer is climbing fast to the top! Only the queen is left to be dethroned! 🔥🔥🔥🔥😱🔥🔥🔥🔥
Matias Hernan Nulman  
LeoSimo12 #:
Two losses already, they went into nice profits but it seems the EA has poor exits?
Same reesults
Pablo Dominguez Sanchez  
LeoSimo12 #:
Two losses already, they went into nice profits but it seems the EA has poor exits?
Matias Hernan Nulman #:
Same reesults
Hi both, thanks for the feedback.

Two trades is far too small a sample to evaluate exit quality. The EA's edge is statistical and reveals itself over hundreds of trades — not two. Current market conditions on gold are also particularly choppy, which affects short-term results.

The exits are working as designed. Give it time and let the statistics build.

For any specific questions, feel free to reach me via private message.

Maurizio Crognaletti  
Ciao ho appena acquistato il tuo EA Karat Killer, mi mandi file setup e manuale?
Pablo Dominguez Sanchez  
Maurizio Crognaletti #:
Ciao ho appena acquistato il tuo EA Karat Killer, mi mandi file setup e manuale?
Thank you! I contact you in private.
Stephen J Martret  
agreed, if you backtest you will see loses too, but over 10-20 or 100 trades its extremely profitable with low drawdown due to the fixed stop loss, not to mention Karat Killer will exit positions earlier for smaller losses if needed. its more timing, if you just bought and then got the loss yes it can be disheartening, but let the odds play out over multiple trades. All good systems have an edge that over hundreds of trades will win more than lose and thats all you need, just keep risk low enough to handle multiple losses in a row which is rare but will 100% happen
Matias Hernan Nulman  
Pablo Dominguez Sanchez #:
Hi both, thanks for the feedback.

Two trades is far too small a sample to evaluate exit quality. The EA's edge is statistical and reveals itself over hundreds of trades — not two. Current market conditions on gold are also particularly choppy, which affects short-term results.

The exits are working as designed. Give it time and let the statistics build.

For any specific questions, feel free to reach me via private message.

Of course, I'm not complaining at all. I was just pointing out the fact that too users (at least) trading with (maybe?) different brokers had same outcome over the same period of time. Which in opinion and experince is a good signal. 
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