TensorCost isn't for everyone. Here's how to tell.

The real qualifier isn't whether you own GPUs. It's whether someone has to defend the number when AI spend gets big enough to matter. Owned hardware sharpens the fit; it doesn't gate it. A written replay of the last 30 days, read-only and inside two weeks, tells you fast whether the case holds. Below: the customer profile we deliver against, and four populations where we either add too little or cost too much.