Our OpenAI bill tripled in 60 days.

User growth was up 40%. Revenue was up. But the API bill was growing 3x faster than everything else.

I spent a week digging into why. What I found was embarrassing and completely fixable.

What the data showed

After analyzing thousands of real API calls, the same four patterns kept showing up: