Google Cloud vs Nebius

Compare GPU pricing, features, and specifications between Google Cloud and Nebius cloud providers. Find the best deals for AI training, inference, and ML workloads.

Google Cloud logo

Google Cloud

Provider 1

0
GPUs Available
Visit Website
N

Nebius

Provider 2

2
GPUs Available

Comparison Overview

2
Total GPU Models
Google Cloud logo
0
Google Cloud GPUs
N
2
Nebius GPUs
0
Direct Comparisons
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Google Cloud
Nebius

GPU Pricing Comparison

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Features Comparison

Google Cloud

  • Compute Engine

    Scalable virtual machines with a wide range of machine types, including GPUs.

  • Google Kubernetes Engine (GKE)

    Managed Kubernetes service for deploying and managing containerized applications.

  • Cloud Functions

    Event-driven serverless compute platform.

  • Cloud Run

    Fully managed serverless platform for containerized applications.

  • Vertex AI

    Unified ML platform for building, deploying, and managing ML models.

  • Preemptible VMs

    Short-lived compute instances at a significant discount, suitable for fault-tolerant workloads.

Nebius

    Pros & Cons

    Google Cloud

    Advantages
    • Flexible pricing options, including sustained use discounts
    • Strong AI and machine learning tools (Vertex AI)
    • Good integration with other Google services
    • Cutting-edge Kubernetes implementation (GKE)
    Considerations
    • Limited availability in some regions compared to AWS
    • Complexity in managing resources
    • Support can be costly

    Nebius

    Advantages
      Considerations

        Compute Services

        Google Cloud

        Compute Engine

        Offers customizable virtual machines running in Google's data centers.

        Google Kubernetes Engine (GKE)

        Managed Kubernetes service for running containerized applications.

        • Automated Kubernetes operations
        • Integration with Google Cloud services
        Cloud Functions

        Serverless compute platform for running code in response to events.

        • Automatic scaling and high availability
        • Pay only for the compute time consumed

        Nebius

        Pricing Options

        Google Cloud

        On-Demand

        Pay for compute capacity per hour or per second, with no long-term commitments.

        Sustained Use Discounts

        Automatic discounts for running instances for a significant portion of the month.

        Committed Use Discounts

        Save up to 57% with a 1-year or 3-year commitment to a minimum level of resource usage.

        Preemptible VMs

        Save up to 80% for fault-tolerant workloads that can be interrupted.

        Nebius

        Getting Started

        Google Cloud

        Get Started
        1. 1
          Create a Google Cloud project

          Set up a project in the Google Cloud Console.

        2. 2
          Enable billing

          Set up a billing account to pay for resource usage.

        3. 3
          Choose a compute service

          Select Compute Engine, GKE, Cloud Functions, or Cloud Run based on your needs.

        4. 4
          Create and configure an instance

          Launch a VM instance, configure a Kubernetes cluster, or deploy a function/application.

        5. 5
          Manage resources

          Use the Cloud Console, command-line tools, or APIs to manage your resources.

        Nebius

          Support & Global Availability

          Google Cloud

          Global Regions

          35+ regions and 100+ zones worldwide.

          Support

          Role-based (free), Standard, Enhanced and Premium support plans. Comprehensive documentation, community forums, and training resources.

          Nebius