Small models vs. big models in enterprise: who wins in 2026

Big models get the attention. Small models make the money. The comparative analysis enterprise teams should do before signing the next license contract.

In 2024, many enterprise teams had a simple reflex: take the biggest available model. GPT-4, Claude 3 Opus, Gemini Ultra. Intuitive reasoning: bigger equals more capable.

This reasoning is wrong for the majority of enterprise use cases.

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