A simple, transparent pricing model

Gumloop is introducing a pricing model that passes token and compute costs directly to customers at cost, with an additional 8% orchestration fee, aiming to provide clearer and more scalable visibility into AI automation expenses. The company says the change reflects customers’ growing use of Gumloop as core infrastructure, often deployed in their own cloud environments and connected to extensive internal data sources. For each automated agent task, users will receive a detailed cost breakdown covering compute, model inference, tool usage, and Gumloop’s fee. Gumloop argues that transparent passthrough pricing will become increasingly important as companies weigh building AI capabilities internally against purchasing platforms, and it positions the model as a way to demonstrate value beyond the cost of operating the underlying infrastructure.

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