AI-Assisted Engineering: When the Best Model Isn't the Best Value

The latest Arena leaderboards reveal a market that no longer has one simple winner. Anthropic dominates several language-heavy categories, OpenAI leads image generation, and lower-cost models from Chinese labs are approaching the frontier fast enough to change the economics of production AI.

The practical question is no longer only which model is best? It is where does premium capability justify premium cost, and where is a cheaper model already good enough?