FinQA
Progress Over Time
Interactive timeline showing model performance evolution on FinQA
FinQA Leaderboard
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  Amazon | — | — | — | ||
| 2 | Amazon | — | — | — | ||
| 3 | Amazon | — | — | — |
What is FinQA?
A large-scale dataset for numerical reasoning over financial data with question-answering pairs written by financial experts, featuring complex numerical reasoning and understanding of heterogeneous representations with annotated gold reasoning programs for full explainability
FinQA is a text benchmark evaluating models on math, reasoning, finance, and economics tasks. LLM Stats tracks 3 models on this benchmark, scored on a 0–1 scale. The current average is 0.7, with the leader at 0.8.
Compare leaders on the best AI for math, best AI for reasoning, best AI for finance and best AI for economics leaderboards.
Current leaders
Nova Pro from Amazon currently leads the FinQA leaderboard with a score of 0.772 across 3 evaluated AI models.
FAQ
Common questions about the FinQA benchmark and leaderboard.