TokenMath.io

TokenMath provides essential tools for anticipating expenses associated with various language models and related services. Key features include: • Cost estimation for leading language model APIs • Token usage projection • Monthly budget planning • Support for embeddings, images, and audio services • Vector storage cost analysis This platform transforms raw model rates and product usage into actionable cost projections. It enables users to move beyond simple unit prices to make informed production decisions, providing clear insights into potential expenditures before deployment. Transparent calculations, versioned pricing data, and detailed breakdowns ensure accuracy and reliability for all estimates. Designed for comprehensive infrastructure planning, TokenMath's suite of calculators covers every aspect of your stack. Whether you're projecting language model spend, comparing image generation costs, estimating audio transcription expenses, or analyzing embedding and vector storage needs, this tool helps you manage financial expectations. It also assists with fine-tuning return on investment, prompt token calculations, latency considerations, and API budget management. Ideal for engineering teams, product managers, and developers who need to forecast and control spending on external services. Use it to compare providers, evaluate use-case costs, and incorporate cost planning directly into your development and deployment workflows.