LLMPrice.io
Audit review · free for the first five

Have a person read your audit

The audit on the home page is arithmetic on your token counts. It is good arithmetic, and it is still only arithmetic. It cannot see your latency budget, your evaluation results, the client behind the bill, or the one prompt that only works on the model you are already paying for. A review is a person looking at what the numbers cannot say.

What it is

You send the audit output: the Markdown export, never your raw logs. Within three working days you get back a written read. What stands out. What to test first. What to leave alone. And what the audit could not see that you should check yourself.

You leave with one page you can forward internally.

What it costs

Free for the first five. That is a real cap, not a marketing line: when five have been taken, this page will say so and stop taking requests until it changes.

The plain terms

This review is a careful read of your usage data against published rates. It is not an audit in any regulated sense, not financial, legal or accounting advice, and not a guarantee. Savings figures are arithmetic on the numbers you provide; whether a cheaper model actually holds up in your product is something only your own evaluation can show, and provider prices can change the day after we speak. Decisions you make after the review, and their results, are yours. Anything you share stays between us and is deleted on request.

Privacy

Same rule as the tool: bring the audit output, not your raw export. The review works from the same numbers the page showed you. If you choose to share more, that is your call, and it is deleted on request.

Request a review

The button opens your own email app addressed to aj@sugarpinepm.com. Paste your audit Markdown into it; nothing is sent from this page.

Back to the audit