Nebius vs. NVIDIA Run:ai Comparison


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About Training-ready platform with NVIDIA® H100 Tensor Core GPUs. Competitive pricing. Dedicated support. Built for large-scale ML workloads: Get the most out of multihost training on thousands of H100 GPUs of full mesh connection with latest InfiniBand network up to 3.2Tb/s per host. Best value for money: Save at least 50% on your GPU compute compared to major public cloud providers*. Save even more with reserves and volumes of GPUs. Onboarding assistance: We guarantee a dedicated engineer support to ensure seamless platform adoption. Get your infrastructure optimized and k8s deployed. Fully managed Kubernetes: Simplify the deployment, scaling and management of ML frameworks on Kubernetes and use Managed Kubernetes for multi-node GPU training. Marketplace with ML frameworks: Explore our Marketplace with its ML-focused libraries, applications, frameworks and tools to streamline your model training. Easy to use. We provide all our new users with a 1-month trial period.	About NVIDIA Run:ai is an enterprise platform designed to optimize AI workloads and orchestrate GPU resources efficiently. It dynamically allocates and manages GPU compute across hybrid, multi-cloud, and on-premises environments, maximizing utilization and scaling AI training and inference. The platform offers centralized AI infrastructure management, enabling seamless resource pooling and workload distribution. Built with an API-first approach, Run:ai integrates with major AI frameworks and machine learning tools to support flexible deployment anywhere. It also features a powerful policy engine for strategic resource governance, reducing manual intervention. With proven results like 10x GPU availability and 5x utilization, NVIDIA Run:ai accelerates AI development cycles and boosts ROI.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Founders of AI startups, ML engineers, MLOps engineers, and any roles interested in optimizing compute resources for their AI/ML tasks	Audience Enterprises and AI teams seeking to optimize and scale GPU resources for AI training and inference across hybrid and multi-cloud environments
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $2.66/hour Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Nebius Founded: 2022 Netherlands nebius.ai/	Company Information NVIDIA Founded: 1993 United States www.nvidia.com/en-us/software/run-ai/
Alternatives Runpod	Alternatives Rafay
CoreWeave	Runpod
Dataoorts GPU Cloud Dataoorts	Intel Tiber AI Cloud Intel
Gemini Enterprise Agent Platform Google	Together AI
TensorWave View All	Compute with Hivenet Hivenet View All
Categories AI Cloud Providers Supported AI Image Generators Supported AI Inference Supported AI Infrastructure Supported AI/ML Model Training Supported Cloud GPU Supported Cloud Service Providers Supported Data Preparation Supported LLM API Supported Machine Learning Supported Object Storage Supported Virtual Private Cloud (VPC) Supported	Categories AI Fine-Tuning Supported AI Inference Supported AI Infrastructure Supported AI Orchestration Supported Cloud GPU Supported Cluster Management Supported Deep Learning Supported Virtualization Supported

Integrations AI SpendOps Supported HPE Ezmeral Not Supported Muse Spark Open Supported NVIDIA DGX Cloud Lepton Supported NVIDIA DGX Cloud Serverless Inference Supported Nebius Token Factory Supported Saturn Cloud Not Supported Shadeform Supported View All 6 Integrations	Integrations AI SpendOps Not Supported HPE Ezmeral Supported Muse Spark Open Not Supported NVIDIA DGX Cloud Lepton Not Supported NVIDIA DGX Cloud Serverless Inference Not Supported Nebius Token Factory Not Supported Saturn Cloud Supported Shadeform Not Supported View All 2 Integrations
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