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Developer Utilities & Calculators

Developer Tools for AI Engineers

Production-ready calculators and utilities built to optimize LLM API costs, token usage, context windows, and local hardware requirements.

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AI API Cost Calculator

Estimate, compare, and optimize monthly API expenditure across OpenAI, Anthropic, Gemini, DeepSeek, and Mistral.

Launch Tool
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Token & Pricing Estimator

Analyze raw prompt text to compute exact BPE token counts and generation costs across 20+ models.

In Development
Coming Soon

Context Window Capacity Calculator

Calculate document page capacity, RAG chunk limits, and context fill ratios for long-context LLMs.

In Development
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Local VRAM Hardware Estimator

Determine exact GPU VRAM requirements for GGUF Q4, AWQ INT4, and FP16 quantization before downloading weights.

In Development
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