AI compute cost audit

Your AI bill is probably too high.We check it for free.

Send us a few months of bills for model APIs, inference or GPUs. We compare your prices with the market and get quotes from other providers. You pay 25% of what you save in the first year, and only if you switch.

Get your bills checked

What we look at

Most AI teams pay for compute in three ways.

Every bill has its own unit. We turn them into one price you can compare.

01

Model APIs

OpenAI, Anthropic, Google, Mistral. Billed per million tokens.

  • Batch pricing for calls that can wait
  • Prompt caching for repeated context
  • A smaller model for the simple calls
  • Open models on a cheaper host

02

Inference platforms

Together, Fireworks, Replicate, Modal, Baseten. Billed per token or per GPU-second.

  • The same model at a lower price elsewhere
  • Committed spend instead of pay as you go
  • Dedicated capacity when traffic is steady

03

GPU instances

AWS, Google Cloud, Azure or GPU clouds. Billed per GPU-hour.

  • Reserved capacity instead of on-demand
  • Independent GPU clouds instead of hyperscalers
  • Interruptible GPUs for training jobs
  • GPUs that are paid for but sit idle

Rough estimate

See what you could save.

Fill in what you know. Leave the rest empty.

GPU instances
Model APIs
Inference platforms

Possible savings per year

Enter a number to see an estimate.

GPU rates are rough market prices for reserved capacity at independent GPU clouds, October 2026. API and inference ranges are estimates. Your audit gives the real number.

How it works

Two weeks from bills to quotes.

  1. 01

    NDA, then bills

    We sign your NDA first. Then you send three to six months of bills, plus usage data if you have it.

  2. 02

    One comparable price

    We break every line down to a price per GPU-hour or per million tokens and compare it with market rates.

  3. 03

    Quotes

    We ask GPU clouds and inference providers for quotes that match your workload, terms included.

  4. 04

    Your choice

    You get a short report with options, prices and switch effort. You decide. We are paid only if you switch.

The terms

  • The audit is free
  • Our fee is 25% of your savings in the first 12 months, based on the new contract
  • No switch, no fee
  • If a provider pays us a referral fee, you see it in the report

Get your bills checked

Tell us where your AI spend goes.

We reply within 24 hours with an NDA and a list of what to send.

We use your details only to answer this request.