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  1. labkit labkit Public

    See what a prompt costs across 24 models and 5 labs (OpenAI, Anthropic, Google, xAI, open-weight), cheapest first, with each model's limitations next to the price.

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  2. attrition attrition Public

    Convert a conversation between OpenAI, Anthropic, Gemini, and AWS Bedrock message formats, and report exactly what did not survive the trip.

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  3. toolerance toolerance Public

    Convert one canonical tool/function schema to every LLM provider dialect (OpenAI, Anthropic, Gemini Developer + Vertex, Bedrock) and see exactly what each target drops.

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