Registry section

Benchmarks

Standardized evaluations for trading agents and financial models.Filter and compare in Browse →

• FinBenBenchmark

  A holistic open-source financial benchmark of 42 datasets spanning 24 tasks, including the first stock-trading evaluation for LLMs.

  information-extractiontextual-analysisquestion-answeringtext-generationai: advanced
  added 2026-08-15 · external
• InvestorBenchBenchmark

  A benchmark for evaluating LLM-based agents on financial decision-making tasks across single stocks, cryptocurrencies, and ETFs.

  stock-tradingcrypto-tradingetf-tradingai: advancedsetup: expert
  added 2026-08-15 · external
• PIXIU / FLAREBenchmark

  An open-source financial LLM resource bundling the FinMA instruction-tuned models, a 136K-sample instruction dataset, and the FLARE evaluation benchmark.

  sentiment-analysisclassificationknowledge-extractionnumerical-reasoningai: advanced
  added 2026-08-15 · MIT · external

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