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Amir Pournasserian tests decision models against small LLMs

Amir Pournasserian conducted an evaluation of four decision models against five small language models, analyzing a total of 6,662 decisions. The findings indicated that the most effective model varied depending on the specific task. Pournasserian has made the complete testing framework and raw data publicly available. AI

RANK_REASON Research paper evaluating models and making data public. [lever_c_demoted from research: ic=1 ai=1.0]

Read on dev.to — LLM tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Amir Pournasserian tests decision models against small LLMs

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Research paper evaluating models and making data public. [lever_c_demoted from research: ic=1 ai=1.0]
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COVERAGE [1]

  1. dev.to — LLM tag TIER_1 English(EN) · Amir Pournasserian ·

    I tested four decision models against five small LLMs on 6,662 decisions. The strongest model changed by task, and the full harness and raw calls are public. https://pournasserian.com/writing/decision-models-vs-small-llms-2026

    <div class="crayons-card c-embed text-styles text-styles--secondary"> <div class="c-embed__content"> <div class="c-embed__cover"> <a class="c-link align-middle" href="https://pournasserian.com/writing/decision-models-vs-small-llms-2026" rel="noopener noreferrer"> <img alt="" clas…