MModelMeter

Free workbench · no account needed

Make sense of
your AI bill.

See which projects drive your API spend. Turn a usage file into a clear cost breakdown, without connecting your keys.

Analyze my own file

Working data stays in your browser.

Project cost reviewFictional sample
Billed over 14 days$140.00
Research$86
Support$54
At the same pace, over 30 days$300
Your file → project totals → a review you can share

New here?

Your first result, one step at a time.

  1. 1

    Explore a sample bill

    See how $140 splits across two projects.

  2. 2

    Prepare your usage file

    Match the columns and use amounts actually billed.

  3. 3

    Review the monthly pace

    Check assumptions, then download a cost breakdown.

ModelMeter workbench

From usage file to cost review.

How do I prepare my provider export?

Make a copy. Rename or map columns to the headers shown below. Each row can be one request or a non-overlapping total. Enter the actual billed amount in USD, including the charges you want to review.

project,provider,model,requests,input_tokens,output_tokens,billed_usd
Support,Example,Model A,100,20000,5000,0.45

The current tool does not automatically map provider-specific exports. Remove API keys, prompts and personal data.

One row per request or disjoint aggregate. Do not mix overlapping totals or currencies. Remove keys, prompt text and personal data. Up to 10,000 rows / 1 MB.

—Billed in your file
—Monthly pace
—Pace / customer
No report yet. Explore the example first, or import your normalized usage file.

One optional question

In the past 30 days, how many times did you reconcile AI bills across more than one provider?

Clicking sends only your anonymous choice. You can skip this and keep using the tool.

Before you begin.

Do you connect to my provider?

No. The current tool accepts the documented normalized CSV format. It never requests API keys, sends prompts or changes routing.

Are these live model prices?

No. Totals use the billed_usd values you supply. There is no claim that a cheaper model will provide equivalent quality.

What does the projection mean?

Spend divided by complete days represented, multiplied by days in the month. It assumes an unchanged pace and excludes any costs missing from your data.

TRY A COMPLETE WORKED EXAMPLE

See the inputs. Check the result.

AI API Cost Tracking Template: Billed Spend by Project

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