Survey Finds Low Enterprise GPU Use as Firms Plan AI Compute Platform Changes

A September survey found low reported GPU use among some enterprises running AI in production, while many qualified respondents planned to adopt a different or additional compute platform within the following year. The results describe respondents’ reported use and plans, but do not establish an industrywide surplus of data-center capacity. Among respondents whose organizations used AI in production and who provided a utilization figure, 81% reported average GPU or accelerator use of 50% or less. The survey excluded respondents who did not measure utilization; three enterprises that said they did not operate GPUs were also not counted in that finding. Within a year of the survey, 64 of 102 qualified respondents (63%) expected to take up an AI compute platform that was new, additional or a replacement.

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