Nebius vs. Vertex AI Notebooks 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 Vertex AI Notebooks is a fully managed, scalable solution from Google Cloud that accelerates machine learning (ML) development. It provides a seamless, interactive environment for data scientists and developers to explore data, prototype models, and collaborate in real-time. With integration into Google Cloud’s vast data and ML tools, Vertex AI Notebooks supports rapid prototyping, automated workflows, and deployment, making it easier to scale ML operations. The platform’s support for both Colab Enterprise and Vertex AI Workbench ensures a flexible and secure environment for diverse enterprise needs.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Founders of AI startups, ML engineers, MLOps engineers, and any roles interested in optimizing compute resources for their AI/ML tasks	Audience Data scientists, ML developers, and enterprises looking for a fully managed, scalable platform to streamline machine learning workflows and accelerate model development and deployment
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $2.66/hour Free Version Free Trial	Pricing $10 per GB Free Version Free Trial
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 Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Nebius Founded: 2022 Netherlands nebius.ai/	Company Information Google Founded: 1998 United States cloud.google.com/vertex-ai-notebooks
Alternatives CoreWeave	Alternatives Domino Enterprise MLOps Platform Domino Data Lab
Dataoorts GPU Cloud Dataoorts	Klu
Lambda	Pecan Pecan AI
RunPod	Vertex AI Google
Vertex AI Google View All	Google Colab Google View All
Categories AI Cloud Providers AI Image Generators AI Inference AI Infrastructure AI/ML Model Training Cloud GPU Cloud Service Providers Data Preparation LLM API Machine Learning Object Storage Virtual Private Cloud (VPC)	Categories AI Development AI Infrastructure Machine Learning

Integrations 1min.AI Apache Spark Cline Gemini 1.5 Pro Gemini 2.5 Pro Gemini 2.5 Pro Preview (I/O Edition) Gemini 3 Deep Think Gemini 3 Flash Gemini Flash Google Cloud Platform Kong AI Gateway Kubeflow MindMac NVIDIA DGX Cloud Serverless Inference PyTorch SQL Shadeform SmythOS TensorFlow ZenML Show More Integrations View All 4 Integrations	Integrations 1min.AI Apache Spark Cline Gemini 1.5 Pro Gemini 2.5 Pro Gemini 2.5 Pro Preview (I/O Edition) Gemini 3 Deep Think Gemini 3 Flash Gemini Flash Google Cloud Platform Kong AI Gateway Kubeflow MindMac NVIDIA DGX Cloud Serverless Inference PyTorch SQL Shadeform SmythOS TensorFlow ZenML Show More Integrations View All 26 Integrations
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