Mehdi ALGO 🇲🇦

Data over opinions
Probability over belief
Systems over everything

DELUSIONAL

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@Omaaaaaghexe1 @fundingpips thank u G

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

Passed another prop firm challenge with @fundingpips.

This one was different.

I was sitting around -2% drawdown, then one trade from my high-RR model recovered the drawdown and pushed the account through the target.

One trade.

That's exactly why I find high-RR edges interesting in prop firms.

But if you're thinking about building a high-RR / small-edge approach, don't look only at the RR.

Look at the entire distribution:

• How many losses can appear before the next winner?

• How deep can the normal drawdown become?

• How much variance can the account tolerate before reaching the payout?

• How does the strategy behave when the market regime changes?

• What happens to the model after spreads, commissions and slippage?

• How much of the expected return comes from a small number of large winners?

• How does position sizing change the probability of reaching the firm's drawdown limit?

• What happens when you remove the biggest winning trade from the sample?

• Can the edge survive a long period without reaching its full target?

• Does the strategy work only for passing, or can it realistically survive multiple payout cycles?

That's the part retail traders often miss.

A 1:5 or 1:10 RR looks attractive on a screenshot.

But the real question is:

Can the distribution survive the firm's rules long enough for the right-tail winners to appear?

Passing a challenge is one objective.

Building a model capable of repeatedly extracting payouts is a completely different problem.

High RR isn't better.
It's a different distribution — and it needs to be modelled differently.

Back to the data. 📊

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@abdufxtrader @fundingpips thanks Abdu 💫

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@ezzaimtradingfx @fundingpips thanks, khoya moniim, let's do this shit

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@KarimBFX Very nice but you have quant approach and u still flexing with pips brooooooo !!

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@KarimBFX U welcome brother

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@KarimBFX @thepipfarm @thepipfarm i think they should answer

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@KarimBFX 100 % but this is not trader subjects also 100 %

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@KarimBFX Parasite

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@abdufxtrader all calculations before investing

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

The biggest upgrade from retail thinking to quantitative thinking:

Stop asking:
"Where is price going?"

Start asking:
"What process can I repeat that gives me a measurable advantage?"

A retail trader looks at one trade and asks whether it was right or wrong.

A systematic trader looks at hundreds of executions and asks whether the process produces results.

A retail trader changes the strategy after a few losses.

A quantitative trader expects losses to exist inside the distribution and asks whether the underlying process has changed.

A retail trader wants certainty.

A serious trader builds a framework that can operate without certainty.

That's the real shift.

You don't need to predict every move.

You need a process that can survive uncertainty, control risk, and keep producing when your opinion is wrong.

The goal isn't to become better at guessing.

The goal is to build a machine that doesn't need you to guess.

That's how you start thinking beyond retail.

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@MR_5OBOT @fundingpips Congratulations to you, lion 🦁🔥

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@adriuob i see u

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@Fun_Trades1 U welcome bro 💪🏽

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@aminemt451 @EZZARION Nta li khditiha b jidia tfkr nta li jawbti 3la comment diali f post machi dialk 😂

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@sailingNQ @Fun_Trades1 This is true but he want to see just winrate as he say ... trading conditions don't change a lot on winrate and other sides like this metrics but it's change on % returns .. dd % and equity curve sharpe..... ✔️

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@Fun_Trades1 For this yes but real returns real dd will be true after real trading conditions . Spread commission slippage ... anyways good luck funtrades to the moon soon 🤍💪🏽

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@aminemt451 @EZZARION Ah! ...... low iq amine 😂

[Mehdi ALGO 🇲🇦 @Quant911vxgy]

@Fun_Trades1 It's should be included . To reduce the gap that's exist between real market and backtests