TokenScale

TokenScale is a browser-based tool designed to help users compare AI API pricing across 22 different providers. It addresses the challenge of understanding and evaluating the real-world costs, quality, speed, and context limits associated with deploying AI models at scale. The platform allows users to analyze their actual workloads by inputting word counts, pasting text, or selecting content types, and then provides detailed cost breakdowns based on input and output token usage. TokenScale also enables users to toggle between different pricing modes, including Standard, Batch (offering fifty percent off), and Cache (offering up to ninety percent off input), to see how various strategies affect overall expenses.

The tool features a comprehensive comparison table that sorts providers by price, making it easier to identify cost-effective solutions for specific tasks. It visually separates input and output costs, highlighting that output tokens are often significantly more expensive than input tokens. TokenScale also includes interactive features such as a demo tour, a calculator, and a pricing chart that allows users to rank models by price, performance, speed, or efficiency, and to explore historical pricing trends through a time machine interface. Nightly automated checks update provider pricing, ensuring that the data remains current and verified, with a scrollable price history available for review.

TokenScale is private by design, running entirely in the user's browser without requiring sign-up or storing any prompts or pasted text. The platform is free to use, with no account necessary. It is positioned as a tool for anyone needing to make informed decisions about AI API usage, such as developers, businesses, or others evaluating or budgeting for large-scale AI workloads. TokenScale is maintained by Bilton Projects and is not affiliated with the providers it tracks.