DualEntry Labs

Finance Benchmarks & Reports

Original research and data from DualEntry for finance and accounting teams in the AI era. Every benchmark publishes its methodology in full, and all of it is free to read.

Benchmark

The Accounting AI Benchmark

We test the frontier models on real accounting work: classification, journal entries, AP/AR, reconciliation, reporting, and close. Grading is deterministic and each run happens in an isolated environment.

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Report

CFO Compensation Benchmark Report

What 288 finance leaders actually earn across base, bonus, equity, and severance, benchmarked by company size, geography, and financing source.

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How we build these

01

Built by accountants

Benchmark questions run against a provisioned chart of accounts, and the compensation data comes from a survey of 288 finance leaders.

02

Deterministic grading

Binary pass or fail per task, repeated runs, accuracy and standard deviation reported per category.

03

Published in full

Categories, question counts, and how the grading works are published next to the results, not just the headline.

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