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Claude Code pricing: "same tokens, same model, up to 40x the price"

What's this about?

A blog post dissects enterprise Claude Code pricing, arguing that identical tokens and the identical underlying model can cost dramatically more — up to 40x — depending on which plan or channel you buy through.

What exactly is "token pricing"?

AI usage is billed per token (word-piece) processed. The post's point is that the *same* amount of tokens through the *same* model isn't priced uniformly — enterprise packaging, seats, and channel markups can multiply the effective cost, so buyers can overpay massively for identical compute.

Why it matters

It feeds the week's recurring theme — token economics — and is a practical warning for companies budgeting AI-coding tools: the model is a commodity, but the pricing around it is anything but.

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