Observed arrival · 2026-09-14
11MAC measures what rented GPUs actually deliver
An independent measurement suite for checking rented GPU capacity against seller promises, SLAs, and reference workloads.
Field notes
The proposed workflow uses a small set of existing cluster nodes rather than a separate installation, with checks agreed around the tools and access already available. Findings are meant to distinguish contracted commitments from labelled reference targets and attach evidence to each result. The page also describes a cost lens: at the supplied GPU-hour price, it can identify capacity that failed a check and, once jobs are observed over a window, capacity that sat idle or waited on the network.
Observed signals
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