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All Tools

Production-grade calculators and analysis tools for building autonomous systems.Quantify risk, forecast costs, and optimize system architecture with precision.

Performance & Cost

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Performance & Cost

Token Velocity & Cost Projector

Forecast token consumption, API costs, and throughput constraints across OpenAI, Anthropic, Google, and other LLM providers. Model variable traffic patterns, cache hit rates, and concurrency limits to predict monthly burn rates and identify cost optimization opportunities.

Launch Tool

Analysis

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Analysis

How Much Money Does This Sentence Cost?

Type any sentence or prompt and instantly calculate its cost across major LLM providers including GPT-4o, Claude 3.5 Sonnet, and Gemini 1.5 Pro. Visualize how costs scale from a single request to 10M users, and identify hidden "viral scenario" risks.

Launch Tool

Need a Custom Tool?

We build specialized analysis and optimization tools for production AI systems. Contact us to discuss your requirements.

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