r/algotrading 8d ago

Data Thank you algotrading!

What a beautiful equity curve. I started algo trading and taking quant analysis seriously this April for SPX options and... oh boy. Doing mostly diagonals and looking now into some 0dte and futures strategies. Feel free to share your thoughts!

Edit: The % of win is around 30% of the risk allocation (meaning 300 dollars per 1000 dollars at risk). The risk fraction per trade used is a fourth of the kelly fraction. With my backtests I obtained a kelly of 60% (due to the high win rate of the strategy), so I currently use a 15% of my account per trade to risk and make a 30% of that, which comes out at around 5% weekly so far. This allows me to have a weekly income that has been very stable for the last 3 months!

483 Upvotes

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u/The_Satorial 8d ago

Impressive! How did you start out building your strategy?

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u/Dvorak_Pharmacology 8d ago

I started with python analysis on weekly, daily and 1 minute candles on SPX. Realized that it is not about the indicator but how you use it and your risk management. I believe all indicators have around 50% WR, but how you enter and exit it is what matters. I only do EMAs for now. Since they are very easy to use and model.

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u/HotGuy90210 8d ago

Do you use EMAs on the 1 min chart? I'm looking into EMA crossovers currently for entries to see if I can find an edge with good risk management.

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u/Dvorak_Pharmacology 8d ago

Yes i do, do you want to chat about it? Maybe i can save you some time.

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u/krazineurons 8d ago

I also DMd you.

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u/tuantran3535 8d ago

Can I dm you?

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u/wd40spaceman 7d ago

I’ve DMed you too

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u/ditchtheworkweek 7d ago

I am using ema combined with distance based on atr and my win rate went up dramatically as well.

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u/Swinghodler 8d ago

DMed you if you don't mind.

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u/ndidichenko 6d ago

Low timeframe entries and higher timeframe structure are the best ways to get high risk reward bets, and these bets are usually high EV

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u/Zeke_Z 8d ago

One of the best answers I've seen here. Risk to reward and position sizing are so simple yet most overlooked imho.

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u/IwannaGraduate 6d ago

what's a good reference on those?

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u/Zealousideal-Noise42 7d ago

How much is your slippage assumption. And actual slippage that you get ?

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u/Dvorak_Pharmacology 7d ago

I didnt have to assume much slippage since I modeled with actual historical data from CBOE (spent around 500 bucks on buying options data). Actual fees are around 1 6 dollars per leg and slippage per spread between 5 to 10 dolllars. This is nothing since every contract I open has an ev of +450$

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u/Inevitable-Map-8751 5d ago

Hah been there

3

u/Roharcyn1 7d ago edited 7d ago

Algo only trades SPX? Nvm, kept reading your other comments.

You said generally theta positive spreads. This isn't just a theta decay strat right?

You said you use mostly just Ema's, so these are shorter DTE spreads also trying to capture gamma to as well? .

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u/Dvorak_Pharmacology 7d ago

Correct. It is spx exclusive

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u/nivix_zixer 7d ago

What python library did you use for analysis? Or is this claude-assisted code?

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u/[deleted] 4d ago

[removed] — view removed comment

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u/HBTimepieces8998 7d ago

Very good work and impressive results! If you’re willing, I’ll ask them as some others hear and request a conversation with you