kickllm / Margin Studio

SYNTHETIC SAMPLE · NOT A CUSTOMER RESULT

Usage cost & contribution report

This storefront illustration shows the type of decision the product supports. It uses invented model names, rates and usage; it is not a provider pricing reference or a screenshot of a customer's report.

Inputs and coverage

3 CSV rows across 3 projects. A 30-day analysis window. Input and output rates are USD per million tokens. All 3 rows contain supplied provider costs. No cached tokens are used in this sample.

ProjectModeled costSupplied cost
Support assistant$300.00$300.00
Document workspace$200.00$200.00
Internal tools$100.00$100.00
Total$600.00$600.00

Modeled row cost = input_tokens × input_rate / 1,000,000 + output_tokens × output_rate / 1,000,000. Supplied costs are illustrative inputs, not verified invoices.

Base contribution scenario

Monthly revenue$2,000.00
Monthly API cost$600.00
Other monthly costs entered$200.00
Contribution after selected costs$1,200.00
Contribution margin60.0%
Revenue required for 70% target margin$2,666.67

Growth scenario

At 2× usage with unchanged rates and token mix, API cost is $1,200.00. Keeping revenue at $2,000 and other costs at $200 leaves $600.00 contribution, a 30.0% margin. Reaching 70% requires $4,666.67 revenue under those assumptions.

Decision and limits

The scenario makes a revenue requirement visible; it does not establish that customers will pay that price. Validate pricing and usage behavior separately. Contribution excludes any labor, overhead, fees, taxes and other costs not included in the entered amount. No automatic savings or equivalent model quality is assumed.

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