Skip to content
ResearchFree tier

LLM Trading Lab

A six-month real-money micro-cap experiment run by ChatGPT, with the full forward-only record and an evaluation paper

By LuckyOne7777

Live GitHub metrics

Live GitHub data · Oct 11, 2026
Stars
7,501
Stars · 7d
+6
Stars · 30d
+20
30d momentum
+0.3%
Forks
1,554
Open issues
6
Language
Python
Last push
3 months ago

No tagged releases. Repository created Jul 10, 2025.

3.9k3.9k3.9kJul 5Oct 11
Cumulative GitHub stars, Jul 5, 2026 to Oct 11, 2026. Source: OSSInsight star history.

What it is

The repository started as a live experiment in which ChatGPT managed a real-money US micro-cap portfolio under strict predefined rules, and it preserves every daily update, trade log and research chat unchanged. It now positions itself as a baseline framework for studying LLMs as portfolio decision-makers and ships an evaluation paper on the experiment. One of the very few public, auditable live records in the field.

No open-source licence file; the record is the point, not the code.

In the maintainers' words: “This repo powers my experiment where ChatGPT manages a real-money micro-cap stock portfolio.”

Markets

  • US equities

Tags

  • Live record
  • Real money
  • Micro-caps
  • Evaluation