Agent Trading Arena
aclanthology.orgAgent Trading Arena probes numerical understanding of LLM-based trading agents in a zero-sum market simulation
- Published
- Nov 2025
- Authors
- 7
Repository / RESOURCE PROFILE
Financial document AI: evidence-checked extraction (structured outputs), RAG Q&A with page citations, a tool-calling AI agent with a verifier, and LLM evals against blind hand labels. Python, FastAPI, Chroma, Gemini/Ollama, Docker, GitHub Actions CI. Built…
Financial document AI: evidence-checked extraction (structured outputs), RAG Q&A with page citations, a tool-calling AI agent with a verifier, and LLM evals against blind hand labels. Python, FastAPI, Chroma, Gemini/Ollama, Docker, GitHub Actions CI. Built…
Source: GitHub API · observed Oct 11, 2026. Stars and forks are recorded counts. Repository code licenses may differ from dataset or model-weight licenses.
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Agent Trading Arena probes numerical understanding of LLM-based trading agents in a zero-sum market simulation
InvestorBench evaluates LLM-based agents on financial decision-making tasks across multiple asset classes and markets
FinMTEB is a finance-specific massive text embedding benchmark with 64 datasets across seven financial NLP task types