When building a production-grade AI application, the default instinct is often to reach for the largest, highest-parameter model available. Models like GPT-4o or Claude 4.5 Sonnet dominate benchmark leaderboards, making them seem like the safest bet for maximum intelligence.
However, in production environments, raw reasoning power
