{"slug":"aws","name":"AWS","domain":"amazon.com","verdict":"As of 2026-07-15, ChatGPT, Claude, Gemini, Grok collectively rank AWS #5 of 10 for gpu cloud for training. Source: https://modelsagree.com/product/aws (modelsagree.com, CC BY 4.0).","best_rank":5,"categories":1,"entries":[{"slug":"best-gpu-cloud-for-training","title":"Best GPU cloud for training","rank":5,"of":10,"score":3,"appearances":1,"modelRanks":{"Grok":3},"reason":"Massive UltraClusters (tens of thousands of GPUs), mature SageMaker HyperPod with automatic node recovery that drastically cuts wasted compute on long jobs, robust EFA networking, deepest enterprise compliance and ecosystem integrations (S3, data lakes, security), and unmatched global scale/reliability for mission-critical training.","reasons":[{"model":"Grok","reason":"Massive UltraClusters (tens of thousands of GPUs), mature SageMaker HyperPod with automatic node recovery that drastically cuts wasted compute on long jobs, robust EFA networking, deepest enterprise compliance and ecosystem integrations (S3, data lakes, security), and unmatched global scale/reliability for mission-critical training."}],"fixes":[{"model":"Grok","fix":"Significantly lower effective pricing on high-end P5/P5e GPU instances to close the large gap with specialized providers on raw price/performance."}],"updated":"2026-07-15","rank_history":{"days":["2026-06-29","2026-06-30","2026-07-08","2026-07-09","2026-07-10","2026-07-12","2026-07-13","2026-07-14","2026-07-15"],"ranks":[null,5,4,4,3,4,6,null,null]},"reasoning_shift":[{"model":"Grok","from":"2026-07-08","to":"2026-07-12","added":[{"t":"massive UltraClusters","q":"Massive UltraClusters (tens of thousands of GPUs)"},{"t":"automatic node recovery","q":"automatic node recovery that drastically cuts wasted compute on long jobs"},{"t":"robust EFA networking","q":"robust EFA networking"}],"dropped":[{"t":"spot pricing","q":"spot pricing"}]}],"api":"https://modelsagree.com/api/v1/best/best-gpu-cloud-for-training.json"}],"page":"https://modelsagree.com/product/aws","check":"https://modelsagree.com/check?q=AWS","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}