Break-Even Pricing for an AI Feature
You know what each AI operation costs you; this tool turns that into a price. Enter cost per operation and expected usage, pick a target margin, and get your price floor, the margin at any price you are considering, and a usage-based vs flat-rate comparison.
Not sure of your cost per operation? Model it first with the agent cost simulator or the LLM price calculator.
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AI cost per customer / month
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Price floor (0% margin)
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Recommended price at target margin
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Usage-based price per operation at target margin
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Usage-based vs flat-rate: which fits your feature?
| Model | Your numbers | Pros | Cons |
|---|---|---|---|
| Flat rate (per user / month) | - | Predictable revenue and simple billing; easy for buyers to approve; rewards you when usage is below average. | Heavy users erode margin; you carry the usage risk; may force usage caps or a fair-use policy. |
| Usage-based (per operation) | - | Margin holds at any volume; scales revenue with value delivered; no cap negotiations. | Unpredictable bills scare some buyers; needs metering and billing infrastructure; revenue dips when usage dips. |
| Hybrid (base + included ops + overage) | - | Predictable base plus protected margin on heavy use; the most common pattern for AI features in 2026. | More complex to explain and to bill; picking the included allowance takes iteration. |
How the math works: price floor = cost per operation x expected operations (you lose money below it). Recommended price = monthly cost / (1 - target margin); at 75% margin, price is 4x cost. Break-even volume at a given price = price / cost per operation: the number of operations where that customer stops being profitable. If typical customers run past that volume, raise the price, add an allowance with overage, or cut cost per operation. Cost estimates involving model pricing are approximate, as of July 2026, check provider.