Smart AI Routing: Why Task Type Matters More Than Difficulty Level

As AI systems scale, routing every query to the most powerful model becomes economically unsustainable. This post reveals why traditional difficulty-based routing fails—especially for non-English languages and on complex queries where models lack self-awareness—and argues that task-type classification offers a more reliable, language-agnostic solution that can reduce inference costs while maintaining output quality.