TOKENOMY

Overview

TOKENOMY is a token calculator and cost estimation tool for teams working with large language models. Before a developer sends a request to an API, it estimates how many tokens the request will consume and what that will cost in dollars, removing guesswork from AI budgets. It is available as a VS Code sidebar, a command-line interface, and a LangChain callback, so it fits into existing development workflows. Beyond calculations, TOKENOMY analyzes prompt structure and offers cost-saving tips, helping teams trim wasted tokens on APIs from providers such as OpenAI and Anthropic, with fewer surprise bills at the end of the month.

How to Use

Visit the TOKENOMY website, paste your prompt or select the LLM model to estimate, set parameters like token count, and receive cost breakdowns. Use it to budget AI project spending.

Core Features

Use Cases

1. 1 TOKENOMY's Use Cases
2. 2 Predicting token usage and dollar cost for GPT-4o, Claude, and other LLMs before making API calls.
3. 3 Surfacing estimates and cost-saving tips to avoid surprise bills for dev teams.
4. 4 Optimizing AI prompts for efficiency and cost reduction.
5. 5 Analyzing token usage across different AI models.
6. 6 Saving money on OpenAI, Anthropic, and other LLM APIs.
7. 7 Maximizing performance while optimizing costs for AI investments.
8. 8 Integrating token optimization directly into custom applications.

Frequently Asked Questions