LLM Market Specialization: The Shift from General-Purpose to Enterprise-Focused B2B Models

Large language models are shifting from general-purpose offerings toward specialized B2B models optimized for enterprise use cases like SQL generation and code completion. As general knowledge performance plateaus, companies like Snowflake and Databricks are differentiating through domain-specific capabilities and smaller, more efficient models that cost two orders of magnitude less to operate.