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HKUDS/Vibe-Trading
LLM trading research agent with multi-market backtesting
What it is
An open-source LLM agent for trading research from the HKUDS group, released under the MIT licence. It takes natural-language research requests, drafts strategies, runs multi-agent teams for investment, quant, crypto and risk analysis, and backtests across equities in several markets (including A-shares, Hong Kong and the US), crypto, futures and forex. A Shadow Account feature compares a broker trade journal against rule-based alternatives and exports audit reports. Developers and researchers comfortable supplying their own LLM API key are the intended users. The maintainers warn that tokens and social accounts using the project's name are not official.
At a glance
RecommendedOur rating, based on popularity, maintenance and how ready it is for real use.
| Best for | Professional quants |
|---|---|
| Used for | Strategy research, AI agents |
| Markets | Multi-market |
| Stack | Python |
| Learning curve | Moderate learning curve |
| Practical value | High practical value |
| Cost | Free and open source |
| Hardware | No GPU needed |
| Maintenance | Commits today |
GitHub stars, last 30 days
Daily snapshots since 2026-09-12 (up to 30 days): +1.9k over the period, now 35,147. Gaps mean no snapshot was taken that day.
"Vibe-Trading: Your Personal Trading Agent"