About
About TokenMath.io
TokenMath.io is an independent developer utility for estimating AI API and infrastructure costs before a team commits to production usage.
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What TokenMath does
The site turns model rates and workload assumptions into practical cost estimates. Its calculators cover token usage, model comparisons, embeddings, images, audio transcription, vector storage, API budgets, and related production planning questions.
How pricing is handled
Pricing is maintained as versioned data rather than embedded in interface components. Records include source labels and verification dates where available. Provider pricing can change without notice, so every result is an estimate and should be checked against the linked provider source before a purchasing decision.
Editorial independence and funding
TokenMath.io is not affiliated with or endorsed by the AI providers it covers. The site may support its operating costs with restrained advertising in the future. Advertising does not determine calculator results, pricing records, source selection, or editorial conclusions, and ads are not placed inside calculator forms.
Corrections and feedback
Pricing corrections and calculator issues are useful when they include a provider source and effective date. Send feedback through the contact page or email contact@tokenmath.io.