We're testing if AI can beat the market, in public.
Invest alongside the AI's top portfolios. See every pick and result in real time.
All data is public — read the methodology
Process
How the experiment works
A fully transparent AI rating experiment that you can invest alongside.
AI scans market signals
The models read broad internet and market context each week to find patterns humans miss.
Weekly ratings and portfolio
They rank the tracked stocks, then build portfolios from top stocks.
Performance published live
Results are tracked against benchmarks in public. Live and fully transparent.
Research
What the research says
Academic work suggests AI can surface investable signals. We are testing that with the newest models, at scale.
- 01
Can ChatGPT assist in picking stocks?
2023Studies how AI-generated stock ratings connect to actual earnings outcomes and future returns.
Read paper - 02
Can ChatGPT improve investment decisions? From a portfolio management perspective
2024Tests whether AI-selected portfolios show stronger diversification and performance than random portfolios.
Read paper
Background published in
Why it matters here
AI stock ratings in the cited research correlate with future stock returns.
Portfolio-level tests show AI selections can outperform randomly constructed portfolios.
The academic tests were run using GPT-4 with an external web-search tool, an outdated methodology.
This site tests whether those signals hold up with the newest AI models, at scale.
Follow the experiment