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INFRO

Free · no engagement

Want a real number? Let us audit your AI bill.

The calculator on the homepage is an estimate from list prices. This is the version where a person reads your actual usage and prices it line by line — including the lines where we would tell you to stay put.

  1. 01  Send what you have

    A provider usage export, an invoice, or a rough breakdown typed into the box. Whatever is easy — we would rather have approximate numbers this week than exact ones next quarter.

  2. 02  We price the same workload

    Model by model, at the rates published on this site, with the arithmetic shown so you can check it rather than trust it.

  3. 03  You get the number and the caveats

    Where we are cheaper, by how much, and where we are not. If a workload is already well priced, the honest answer is to leave it where it is, and that is what you will get.

What we will tell you

  • Which models dominate your spend, and what the same calls cost here
  • Where a cheaper model of the same class would change the number
  • Which of your workloads we would not move, and why
  • What the migration would actually involve for each one

What we will not do

  • Quote a savings percentage before reading your numbers
  • Sell your data, or add you to a mailing list
  • Claim a model is the same when it is a different model
  • Keep your usage export after the audit — say the word and it is deleted

Want to sanity-check the order of magnitude first? Run the calculator — it takes a minute and uses the same published rates we would.

Who do you buy inference from today?
Which modalities matter?

No newsletter. We use this to reply, and nothing else.

We will not name a savings percentage before seeing a workload — anyone who does is guessing. Prefer email? Write to us directly.