Santiago Avalos

Santiago Avalos

Built a stock analysis platform.
#96340157 followers29 following
#12,599Last month
0 KP
>10,000All time
18 KP

About

I built ATLAS, a stock simulation platform: https://atlas-stocks.com/ Investing kept feeling like guessing, charts, opinions, but never actual odds. So I spent 7 months building the tool I wished existed. ATLAS runs 10,000+ Monte Carlo simulations per stock and tells you the exact probability of hitting your target return and the exact probability of losing money. It factors in volatility, earnings, macro environment, fundamentals, and news sentiment. It also gives you deep research on any company, a portfolio optimizer, and a public prediction track record you can verify yourself (94.8% accuracy across 200k+ predictions). The goal is simple: make investing based on math, not guesses.

Badges

Gemologist
Gemologist
Tastemaker
Tastemaker
Gone streaking
Gone streaking
Gone streaking 5
Gone streaking 5

Maker History

  • ATLAS
    ATLASThe probability layer everyone is missing
    Apr 2026
    • 🎉
    Joined Product HuntMarch 30th, 2026

Forums

Santiago Avalos•

1mo ago

ATLAS - The probability layer everyone is missing

Every investing platform gives you data. ATLAS gives you the answer, the exact probability of making or losing money on any stock. Powered by real math: 50,000+ live data points, macro conditions, financials, news and sentiment, all converted into one honest number for you to win.
Filip Hillesland - VoltGrid Jobs•

2mo ago

First launch. Built the product. Now figuring out if anyone actually needs it.

Hey everyone, I'm Filip.

I built VoltGrid Jobs after watching electricians and HVAC techs complain about being buried under warehouse jobs on Indeed when looking for data center work. Seemed like a real problem so I built a job board just for that niche.

Launching tomorrow. 358 live jobs. No idea if it'll work.

If you've hired trades workers for a data center project or worked on one yourself, I'd genuinely love to know if this solves anything real for you.

Santiago Avalos•

2mo ago

I built a tool that tells you the actual odds of any stock. Here's what it looks like.

I've been building ATLAS for 7 months. The idea is simple: instead of charts and opinions, you get the actual probability of making or losing money on any stock.

This is what a simulation looks like: for example Apple, target +5%, 75 days. You can do this for 4,500+ stocks, or get a suggestion of the best stocks with the highest probability for your constraints! The idea is that you can make a more informed decision about your investment ideas!!

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