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Guides

Plain-English guides to AI agent economics, grounded in the same cost engine as the estimator and benchmarks.

What is AI tokenomics?
Token economics explained with real numbers: why one agent outcome costs a median 20x a chat message, and the five drivers of consumption.Copilot seat vs AI agent
Which costs less per outcome? Three formulas, a worked example, and why a $20 seat beats a frontier agent on some workflows.Bring your own workflow
Price your actual process, not a template: edit the step graph or let your AI assistant write it. Browser-only.

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