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

Introduction: The Hidden Budget Leak in Your ML Pipeline Here's a pattern I see constantly: a team ships an LLM-powered feature, it works great, leadership greenlights scaling — and then the invoice arrives. They're running GPT-4o on everything. Inte...