Ramp Accounting Bench leaderboard

Ramp Accounting Bench is an external benchmark published by Ramp Accounting Bench. A Ramp Labs public leaderboard for long-horizon accounting agent work. BenchLM shows it as display-only reference data and excludes it from model rankings. Its evaluation set is described by the source as 137 accounting tasks · 3 attempts per task. The source rates its difficulty as long-horizon accounting agent evaluation.

Each model's result is published by Ramp Accounting Bench as mean criterion-level score across three attempts. ModelScale prints that value to 2 decimal places, exactly as published, and never converts or rescales it. This page ranks the 0 models that carry a published value, highest value first; a model the source never scored is left out rather than ranked at zero. The source does not state whether a higher value is the better result, so neither does this page.