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AI infrastructure

AI infrastructure companies provide the compute, facilities, and systems software underneath training and inference. Our analysts have reviewed 9 of the top AI infrastructure companies.

• GPU & AI cloudsRented GPU capacity for training and inference. 5 published reviews.
• Inference & model hostingHosted serving for models and agent jobs. 2 published reviews.
• Bare-metal & clustersGPU boxes and small clusters you operate. 1 published review.
• Edge & on-device AIInference on the device, not in a datacenter. 1 published review.
• AI datacenter facilities / coloFacilities and power for AI compute. 1 published review.
• Power, cooling & facility opsPower and cooling at the rack and the grid edge. 2 published reviews.
• Runtimes, compilers & systems softwareSoftware that runs models on GPUs. 1 published review.