Gemma 4

small language models business a three ascending rounded pillars

Small Language Models: Complete 2026 Guide for Smart Teams

Small language models now handle most routine business AI work at a fraction of frontier-model cost. This guide maps the 2026 field — Phi-4-reasoning-vision, Gemma 4, Qwen 3.5 Small, Claude Haiku 4.5 and Ministral 3 — and shows exactly when a compact model beats a frontier LLM on cost, privacy and latency. It closes with a hardware plan and a 90-day deployment roadmap.

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