Amazon introduced G7e instances to SageMaker Studio, featuring up to eight NVIDIA RTX PRO 6000 Blackwell GPUs with 96 GB VRAM each, multi-core Intel Xeon processors, and high-bandwidth Elastic Fabric Adapter networking. These instances support NVIDIA GPUDirect technologies for efficient multi-GPU and multi-node communication, optimizing AI and spatial computing workloads.
These instances target large language models, agentic AI, multimodal generation, and other physical AI applications requiring combined graphics and AI processing. Availability is currently in key US AWS regions. No independent benchmarks or cost-performance analyses were detailed in the announcement.
Source & further reading
Amazon SageMaker Studio notebooks now support G7e instance types ↗Source published 2026-06-23. This report was prepared with AI assistance from the linked primary-source material. Claims and limitations should be checked against the original announcement or research.