Stop Paying for Reasoning: A Decision Tree for Choosing the Right Model Across 5 Task Classes

Running GPT-4o on every task is like hiring a senior engineer to sort your inbox. Most ML teams wire all inference calls to the same frontier model and call it "safe." It's not safe. It's a budget leak. Here's the math that changed how I build pipeli...