InvestorBench
aclanthology.orgInvestorBench evaluates LLM-based agents on financial decision-making tasks across multiple asset classes and markets
- Published
- Jul 2025
- Authors
- 14
Research paper / RESOURCE PROFILE
Agent Trading Arena probes numerical understanding of LLM-based trading agents in a zero-sum market simulation
Agent Trading Arena probes numerical understanding of LLM-based trading agents in a zero-sum market simulation
Source: ACL Anthology citation metadata · observed Oct 11, 2026.
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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
StockBench runs LLM agents through multi-month real stock trading simulations to test profitability versus buy-and-hold