FinWorkBench: Results as Published

FinWorkBench, also called Finch, tests agents on finance and accounting work taken from real company files. A workflow can mix data entry, structuring, formatting, web search, cross-file retrieval, calculation, modeling, validation, translation, visualization, and reporting. The release has 172 composite workflows and 384 tasks, including 1,710 spreadsheets with 27 million cells, plus PDFs and other files, drawn from Enron archives and other financial institutions. Human judges mark whether a workflow passes, and the paper also runs an automated evaluation.

Every number here is read from the same catalog file as the benchmark table, data version 2026103001, and is the number the table shows for that model and test. Where one page printed a model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.