EPSBench Evaluates LLM Agents for Financial Forecasting
October 28, 2026
EPSBench is a new benchmark for evaluating LLM agents on their ability to perform quarterly earnings forecasting using 149 firm-quarters from 86 US companies. The framework uses a shared accounting calculator to convert model estimates into GAAP diluted EPS for standardized comparison.
HOW THIS AFFECTS YOU
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builderThis provides a roadmap for developing specialized financial agents that require high precision.
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researcherYou can use this benchmark to evaluate how well agents bridge the gap between textual evidence and quantitative accounting.