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LiveTradeBench
UIUC's live-market evaluation of LLM trading agents across US equities and Polymarket
By UIUC ULab
Live GitHub metrics
Live GitHub data · Oct 11, 2026Stars
168
Stars · 7d
+2
Stars · 30d
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30d momentum
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Forks
22
Open issues
15
Language
Python
Last push
7 months ago
Latest release v0.0.1 on Oct 28, 2025. Repository created Jun 25, 2025.
What it is
LiveTradeBench runs several LLM agents (GPT, Claude, Gemini and others) at the same time in real-time market environments for US stocks and Polymarket prediction markets, with automated price, news and sentiment updates and a REST API. It is a live evaluation rather than a backtest benchmark, and the accompanying technical report is on arXiv. Small repository, important idea.
Custom licence; last push February 2026.
In the maintainers' words: “Live evaluation of trading agents”
Markets
- US equities
- Prediction markets
Tags
- Benchmark
- Live evaluation
- Prediction markets