The Problem: One Model Fits None

Most teams default to GPT-4o for everything. Code generation? GPT-4o. Translation? GPT-4o. Simple classification? GPT-4o.

That's like using a Formula 1 car to pick up groceries. Impressive. Expensive. Dumb.

The Math That Should Scare You

Task Type