Professional-grade trading strategies from research to your portfolio.

We help traders and funds build robust, trading strategies/portfolios. Our strategies are crafted from academic research, live-tested, and ready to run without wasting years coding and research.

For the past three years, we've fully automated our trading strategies, managing a portfolio of over 20 diverse strategies. Before that, we operated semi-automated systems.

Save thousands of hours ⌛ we do the research, testing, and debugging so you can simply download and run.

Our RealTest trading strategies - setupalpha.com/


We’re not financial advisors and this is not financial advice.


SetupAlpha

A Monte Carlo test is useful for one reason:

> Your future trade sequence will not match your backtest trade sequence.

Risk comes from the paths capital can take, not just the endpoint.

20 hours ago | [YT] | 2

SetupAlpha

From $10k to $3.96M

As someone who tests RealTest strategies for traders who care about costs, this Dow Award paper is worth studying for one reason: “when leverage earns its place”.

The full checklist, results, and RealTest code are in the article: (link in the comments)

2 days ago | [YT] | 2

SetupAlpha

I tested Gemini on a RealTest portfolio build.

In this test, it combined 5 strategies, added one Risk Percent control, avoided duplicate symbol exposure, then upgraded weights with rolling 50-day return correlation.

Watch the full Gemini and RealTest portfolio test here:

3 days ago | [YT] | 3

SetupAlpha

Don’t optimize your strategy for the ideal scenario.

Build a system that still works when you’re emotional and the world does something new.

1 week ago | [YT] | 3

SetupAlpha

I gave Codex, Gemini, and Claude Code the same RealTest job:


> build SPY strategy
> run base test
> optimize MAs
> run walk-forward
> make charts


All 3 finished.


But there was one catch.

1 week ago | [YT] | 2

SetupAlpha

The setup looks stupid simple.

> Gaps below yesterday's low.

> Buy.

> Wait for a green day.

> Sell.

The backtest had 953 trades and a 64.01% win rate.
Full strategy + research link down below the comments...

2 weeks ago | [YT] | 2

SetupAlpha

In theory AI can write a trading strategy in seconds.
I tested OpenAI Codex, Gemini, and Claude Code on the same SPY moving-average strategy.
My goal was to see which one could move through the actual RealTest research workflow with the fewest fixes.

2 weeks ago | [YT] | 1

SetupAlpha

Bad backtest does not mean backtesting is bad.

It means the test was weak.

2 weeks ago | [YT] | 2

SetupAlpha

Trend following looks broken before it works.

Mean reversion looks good before it breaks.

One accepts many small failures.

The other wins often, but carries a heavier loss tail.

The 50/50 book cut MaxDD below both standalone systems.

Full article is in the comments.

3 weeks ago | [YT] | 8

SetupAlpha

Last week, I published the Nasdaq momentum strategy.

Right now is one of the best periods for momentum this year.

Conditions like this usually appear only once or twice a year.

You can download the RealTest script and strategy rules here: link in the comments

3 weeks ago | [YT] | 2