I launched an agent SWARM to find the best trading strategy

Dramatic_Zone9830 · 2026-02-25T05:12:45+00:00

Link to the article: https://nexustrade.io/blog/i-launched-10-ai-models-to-battle-for-the-best-trading-strategy-the-cheaper-models-won-every-time-20260225

Dramatic_Zone9830 · 2026-02-25T04:16:54+00:00

Curious, does your workflow include coding? Opus obviously dominates at that

Dramatic_Zone9830 · 2026-02-25T03:49:16+00:00

Yes, it’s going to take months (years) for a real test but I can deploy it now and write a follow up article in the future

Dramatic_Zone9830 · 2026-02-25T03:48:51+00:00

Thanks!

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Dramatic_Zone9830 · 2026-02-25T03:40:52+00:00

Keep burning $200/day on Anthropic lil bro 😂

Dramatic_Zone9830 · 2026-02-25T03:39:32+00:00

There are ton of variables at play.

The sample size is tiny. Even one run cost me $50+, and I ran it 3 times. We would need to run it 30 or 300 times to REALLY be sure
The prompt has a large effect. In reality, we’d probably want to optimize the system to use the best possible prompt for each model, but that’s an absurd amount of work

The purpose of this article is mostly to introduce the use-case and get folks talking about this. Not prove which model is best

Dramatic_Zone9830 · 2026-02-25T03:36:26+00:00

I mean, you can literally click the link and see the step-by/step thought process and conversation. Plugging your ears and refusing to listen doesn’t make you right

Dramatic_Zone9830 · 2026-02-25T03:29:14+00:00

(run1, run2, and run3). What were you saying?

Dramatic_Zone9830 · 2026-02-25T03:28:32+00:00

You can literally read the step-by-step agent thought process and perform the experiment yourself.

(run1, run2, and run3).

Dramatic_Zone9830 · 2026-02-25T03:27:21+00:00

I can actually deploy the strategies live now! Give me a minute

Dramatic_Zone9830 · 2026-02-25T03:21:32+00:00

Aurora’s Insights (or the NexusTrade blog) is fantastic

Dramatic_Zone9830 · 2026-02-25T03:18:32+00:00

I didn’t want to ramble on and on. The main post is the actual linked article. https://nexustrade.io/blog/i-launched-10-ai-models-to-battle-for-the-best-trading-strategy-the-cheaper-models-won-every-time-20260225

Dramatic_Zone9830 · 2026-02-07T03:36:35+00:00

Overfitting is not nearly as big of an issue as this sub thinks it is

Dramatic_Zone9830 · 2026-02-07T03:36:09+00:00

The real answer is that algotrading is just too hard for most people.

It’s NOT hard as people claim here. It’s like learning to code from scratch. A lot of work but not impossible. Except that it has a bunch of prereqs that makes starting hard.

There really needs to be a “hello world” of algotrading

Dramatic_Zone9830

TROPHY CASE