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March 6, 2026Open Access

Open-Source vs Proprietary LLMs: Real Enterprise Economics

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Key Points

This analysis investigates the economic implications of open-source versus proprietary large language models (LLMs) for enterprises.
Comparative economic analysis of open-source and proprietary LLMs
Evaluation of enterprise-level costs and benefits
Identification of key factors influencing economic decisions
Open-source LLMs offer significant cost savings compared to proprietary options
Total cost of ownership varies significantly based on enterprise needs
Implications for enterprise strategy and decision-making on LLM adoption

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Implication

Analysis compares open-source and proprietary LLMs in enterprises, suggesting economic impacts vary significantly.

Abstract

Research article: Open-Source vs Proprietary LLMs: Real Enterprise Economics

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Cite This Study

Oleh Ivchenko (2026) studied this question.

synapsesocial.com/papers/69acc56732b0ef16a404f977 https://doi.org/10.5281/zenodo.18894954

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