Our methodology starts from explicit formulas: unit cost multiplied by usage volume. For LLMs, that means input tokens, output tokens, cached input where available, hidden reasoning estimates, turns, and monthly calls. For creator tools, we include attempts and usable outputs. For SaaS, we include revenue, API cost, hosting, payment fees, marketing, team cost, and churn.
What users can expect
Every page is designed to be usable without login. Calculators keep formulas visible, provide manual inputs where pricing is uncertain, and link to related guides so users can understand the assumptions behind the numbers.
How this supports AdSense quality
Tokencost is more than a collection of thin calculators. The site now includes original guides, methodology notes, comparison pages, trust pages, and practical examples. The goal is to help visitors make real decisions about AI pricing and product economics.
Corrections
If a price, provider name, or explanation appears outdated, contact us at tokencost.live@gmail.com with the source and the page URL. Pricing changes quickly, and corrections are part of the editorial process.