Santiago Avalos' profile on Product Hunt

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.

Links

Badges

Gemologist

Tastemaker

Gone streaking

Forums

•

1d 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.

•

1d 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!!

•

1d ago

Built a stock probability engine in 7 months. Finally ready to share it!!

Hey everyone!! I'm Santiago, developer from Mexico city.

A few years ago I started investing and kept losing money, not because I was picking bad stocks, but because I had no idea what the actual odds were. Everyone around me was using charts, RSI, analyst opinions. But none of that told me: "there's a 31% chance this stock hits +20% in 60 days." That number didn't exist anywhere. So after getting frustrated enough, I just built it myself.

7 months later, working completely alone, ATLAS exists, works and has early adopters. It runs 10,000+ Monte Carlo simulations per stock and gives you the real probability of making or losing money before you touch a single dollar. It factors in volatility, earnings dates, macro environment (rates, VIX, inflation), fundamentals, news sentiment, and daily price movements.

It also lets you deep dive into any company, financials, valuation, quality score, AI signal, and has a public prediction track record you can verify yourself (94.8% accuracy across 200k+ predictions).
Check it out here: https://atlas-stocks.com