Agent memory planner
How many agent sessions fit on one GPU, how many GPUs you need for your peak, and what parking idle memory in CPU RAM saves. Claude Duet was announced October 21, 2026 as a US Pro and Max waitlist research preview. Anthropic confirms a cloud VM and browser, Opus 5.5, and background checks every few hours that share Claude usage limits. VM shape, internal operating cost and independent task performance are not disclosed; Duet contributes no numeric inputs to these estimates.
Last updated . Model pricing is refreshed twice daily.
Overview
How many agent sessions fit on one GPU, how many GPUs you need for your peak, and what parking idle memory in CPU RAM saves. Claude Duet was announced October 21, 2026 as a US Pro and Max waitlist research preview. Anthropic confirms a cloud VM and browser, Opus 5.5, and background checks every few hours that share Claude usage limits. VM shape, internal operating cost and independent task performance are not disclosed; Duet contributes no numeric inputs to these estimates.
- Built on the Billion-Agent Simulator's assumptions
- Adjustable model size, chip and usage
About Tokenomy
Tokenomy is the economic runtime for AI — the system of record for AI model pricing, plus free tools, independent research and runtime rails that meter, enforce and attribute every model call.