AI & Cloud Infrastructure
May 18, 2026Small Models in Production: When Phi-4 and 8B Llama Win
Frontier models are the default. Defaults are how teams overpay on LLM bills. Three workloads where small models (Phi-4, Llama 3.x 8B, Mistral Small) outperform on cost-per-decision without losing meaningfully on quality, three workloads where they do not, and the two-tier production pattern that cost-conscious teams converge on after a quarter of evaluation work.
Small Models
Phi-4
Llama
Cost Optimization
Azure AI Foundry
By Technspire Team