While LLMs excel at text generation and reasoning, predictive databases offer superior accuracy, reliability, and statistical power for structured data analysis. This systematic comparison explores when to use each approach for maximum business impact.

Discover how Aito's enhanced predict endpoint automatically leverages entity properties to make intelligent predictions with minimal historical data, maintaining 85-90% accuracy even for completely new vendors.