ai roi & token cost estimator
Put in how many requests a month, how big they are, and how much of each prompt repeats. You get the monthly API bill per model, the cost of a single task, and what the time saved is worth, so you can see whether the use case pays before anyone writes code.
where the API money goes
| uncached input | $120.00 |
| cache reads | $6.00 |
| cache writes | $2.25 |
| output | $160.00 |
same workload on every model
| model | per month | per call |
|---|---|---|
| Claude Fable 5.2 | $1,141 | $0.0571 |
| Claude Opus 5.5 | $577 | $0.0288 |
| Claude Sonnet 5.5 | $288 | $0.0144 |
| Claude Haiku 5.5 | $15 | $0.0007 |
| Claude Haiku 5.5 (over 100K) | $74 | $0.0037 |
Claude API list prices per million tokens, checked 2026-11-10: input, output, 5-minute cache write and cache read; Batch API 50% off. Haiku 5.5 rates are for prompts up to 100K tokens. The URL keeps your numbers, so you can share the link.
questions
which prices does it use?
Anthropic's published Claude API list prices per million tokens, including the 5-minute cache-write and cache-read rates. The Batch API takes 50% off every token class. The check date is shown under the table.
what counts as a cached token?
The part of the prompt that is identical across requests, such as a long system prompt, a policy document or tool definitions. Cache reads bill at a small fraction of the input price. Each time the cache expires, the prefix is written again at the cache-write rate.
does it include thinking tokens?
Count them in output tokens. Extended and adaptive thinking bill as output, so a reasoning-heavy step needs a bigger output allowance than its visible answer.
can i share a scenario?
Yes. The URL updates as you type, so a link reopens the same numbers.
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