Use a fast, cheap model for high-volume, simple work like classification, extraction, or short replies. Save the top tier for reasoning-heavy tasks: complex writing, code, and multi-step analysis. Many production systems route easy requests to a cheap model and only escalate hard ones.
Don't over-index on benchmark leaderboards. The differences at the frontier are small and shift monthly. Speed, price, context window, and how well a model handles your specific task usually matter more than which one tops a chart this week.
Updated July 2026