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Tok - Token Estimator

Sub-microsecond token estimation tool supporting 100+ AI models. Handles MB-scale prompts with minimal dependencies and averaging formula for cross-model compatibility.

Impact

  • Sub-microsecond performance for instant token estimation

  • 100+ model support through averaging formula approach

  • MB-scale prompt handling with minimal dependencies

  • 20MB size reduction by removing TIC token dependency

  • Developer Efficiency: Instant cost visibility prevents budget overruns

  • Enterprise Ready: Supports programmatic budget management

  • Global Adoption: Used worldwide via npm registry

  • Performance Optimization: Trade-off of precision for significant performance gains

Key Features

  • Multi-provider support: 'OpenAI, Anthropic, OpenRouter, Llama models'

  • Enterprise features: Per-million token pricing with separate prompt/completion rates

  • Lightweight design: Minimal dependencies for maximum performance

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AI Systems Architect and Top 5% Technology Consultant with 25+ years of experience building innovative software solutions.

You're welcome to contact me if you would like.

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