Benchmarks & Comparisons

See how Fintool stacks up against traditional tools and AI solutions in real-world financial analysis tasks.

Finance Agent Benchmark

A benchmark featuring challenging and diverse real-world finance research problems that require LLMs to perform complex analysis using recent SEC filings. Tests the ability of agents to perform tasks expected of an entry-level financial analyst. Developed in collaboration with Stanford researchers, a Global Systemically Important Bank, and industry experts by vals.ai.

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FinanceBench

A benchmark for evaluating large language models on financial question answering in an open-book setting. Contains questions about publicly traded companies covering realistic finance tasks including retrieval of numeric metrics, reading SEC filings (10-K, 10-Q, 8-K), and logical reasoning in financial contexts.

Results on FinanceBench

Accuracy scores based on FinanceBench top 100 financial questions

Fintool outperforms competitors by a significant margin in financial analysis accuracy