Tokenomy.ai
FreeFinOps for AI: Meter, Budget & Route LLM Spend
About Tokenomy.ai
Tokenomy is an advanced AI token calculator and cost estimator for Large Language Models (LLMs) such as GPT-4o and Claude. It predicts token usage and dollar costs before API calls, providing estimates and cost-saving tips through a VS Code sidebar, CLI, and LangChain callback. This helps development teams ship confidently without surprise bills by optimizing AI prompts, analyzing token usage, and saving money on various LLM APIs, including OpenAI and Anthropic.
How to Use
Users can directly utilize Tokenomy's web-based tools such as the Token Calculator, Speed Simulator, Memory Calculator, and Energy Usage Estimator. For developers, Tokenomy offers powerful APIs and cross-platform libraries (JavaScript, Python, Ruby) for seamless integration of token optimization directly into their applications, accompanied by comprehensive documentation.
Key Features
- Unlimited token calculations
- Real-time model comparisons
- Speed simulation
- Memory calculator
- Token optimization suggestions
- Export results to CSV/PDF
- Support for all major AI models (OpenAI, Anthropic, etc.)
- Simple API Integration
- Cross-Platform Libraries (JavaScript, Python, Ruby)
- VS Code sidebar integration
- CLI tool
- LangChain callback
Use Cases
- Predicting token usage and dollar cost for GPT-4o, Claude, and other LLMs before making API calls.
- Surfacing estimates and cost-saving tips to avoid surprise bills for dev teams.
- Optimizing AI prompts for efficiency and cost reduction.
- Analyzing token usage across different AI models.
- Saving money on OpenAI, Anthropic, and other LLM APIs.
- Maximizing performance while optimizing costs for AI investments.
- Integrating token optimization directly into custom applications.
Key Features
Pros & Cons
- Helps avoid unexpected bills by predicting costs before API calls.
- Integrates with popular development tools (VS Code, CLI, LangChain).
- Supports multiple major LLM providers in one platform.
- Free to use with no payment required.
- Requires initial setup and integration for API usage.
- Limited to cost estimation and optimization; does not directly control spending.
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