CoreWeave vs Google Cloud
Compare GPU pricing, features, and specifications between CoreWeave and Google Cloud cloud providers. Find the best deals for AI training, inference, and ML workloads.
CoreWeave
Provider 1
Google Cloud
Provider 2
Comparison Overview
GPU Pricing Comparison
| GPU Model ↑ | CoreWeave Price | Google Cloud Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A100 SXM 80GB VRAM • CoreWeave |  $21.60/hr★ Best8x GPU | Not Available | — | |
A100 SXM 80GB VRAM • CoreWeave$21.60/hour 8x GPU configuration Updated: 12/17/2025 ★Best Price Not Available | ||||
B200 192GB VRAM • CoreWeave | $68.80/hr★ Best 8x GPU | Not Available | — | |
B200 192GB VRAM • CoreWeave$68.80/hour 8x GPU configuration Updated: 12/17/2025 ★Best Price Not Available | ||||
GH200 96GB VRAM • CoreWeave | $6.50/hr★ Best | Not Available | — | |
GH200 96GB VRAM • | ||||
H100 80GB VRAM • CoreWeave | $49.24/hr★ Best 8x GPU | Not Available | — | |
H100 80GB VRAM • CoreWeave$49.24/hour 8x GPU configuration Updated: 12/17/2025 ★Best Price Not Available | ||||
H200 141GB VRAM • CoreWeave | $50.44/hr★ Best 8x GPU | Not Available | — | |
H200 141GB VRAM • CoreWeave$50.44/hour 8x GPU configuration Updated: 12/17/2025 ★Best Price Not Available | ||||
L40 40GB VRAM • CoreWeave | $10.00/hr★ Best 8x GPU | Not Available | — | |
L40 40GB VRAM • CoreWeave$10.00/hour 8x GPU configuration Updated: 12/17/2025 ★Best Price Not Available | ||||
L40S 48GB VRAM • CoreWeave | $18.00/hr★ Best 8x GPU | Not Available | — | |
L40S 48GB VRAM • CoreWeave$18.00/hour 8x GPU configuration Updated: 12/17/2025 ★Best Price Not Available | ||||
A100 SXM 80GB VRAM • CoreWeave | $21.60/hr★ Best 8x GPU | Not Available | — | |
A100 SXM 80GB VRAM • CoreWeave$21.60/hour 8x GPU configuration Updated: 12/17/2025 ★Best Price Not Available | ||||
B200 192GB VRAM • CoreWeave | $68.80/hr★ Best 8x GPU | Not Available | — | |
B200 192GB VRAM • CoreWeave$68.80/hour 8x GPU configuration Updated: 12/17/2025 ★Best Price Not Available | ||||
GH200 96GB VRAM • CoreWeave | $6.50/hr★ Best | Not Available | — | |
GH200 96GB VRAM • | ||||
H100 80GB VRAM • CoreWeave | $49.24/hr★ Best 8x GPU | Not Available | — | |
H100 80GB VRAM • CoreWeave$49.24/hour 8x GPU configuration Updated: 12/17/2025 ★Best Price Not Available | ||||
H200 141GB VRAM • CoreWeave | $50.44/hr★ Best 8x GPU | Not Available | — | |
H200 141GB VRAM • CoreWeave$50.44/hour 8x GPU configuration Updated: 12/17/2025 ★Best Price Not Available | ||||
L40 40GB VRAM • CoreWeave | $10.00/hr★ Best 8x GPU | Not Available | — | |
L40 40GB VRAM • CoreWeave$10.00/hour 8x GPU configuration Updated: 12/17/2025 ★Best Price Not Available | ||||
L40S 48GB VRAM • CoreWeave | $18.00/hr★ Best 8x GPU | Not Available | — | |
L40S 48GB VRAM • CoreWeave$18.00/hour 8x GPU configuration Updated: 12/17/2025 ★Best Price Not Available | ||||
Features Comparison
CoreWeave
- Kubernetes-Native Platform
Purpose-built AI-native platform with Kubernetes-native developer experience
- Latest NVIDIA GPUs
First-to-market access to the latest NVIDIA GPUs including H100, H200, and Blackwell architecture
- Mission Control
Unified security, talent services, and observability platform for large-scale AI operations
- High Performance Networking
High-performance clusters with InfiniBand networking for optimal scale-out connectivity
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.
Pros & Cons
CoreWeave
Advantages
- Extensive selection of NVIDIA GPUs, including latest Blackwell architecture
- Kubernetes-native infrastructure for easy scaling and deployment
- Fast deployment with 10x faster inference spin-up times
- High cluster reliability with 96% goodput and 50% fewer interruptions
Considerations
- Primary focus on North American data centers
- Specialized nature may not suit all general computing needs
- Learning curve for users unfamiliar with Kubernetes
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
Compute Services
CoreWeave
GPU Instances
On-demand and reserved GPU instances with latest NVIDIA hardware
CPU Instances
High-performance CPU instances to complement GPU workloads
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
Pricing Options
CoreWeave
On-Demand Instances
Pay-per-hour GPU and CPU instances with flexible scaling
Reserved Capacity
Committed usage discounts up to 60% over on-demand pricing
Transparent Storage
No ingress, egress, or transfer fees for data movement
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.
Getting Started
CoreWeave
- 1
Create Account
Sign up for CoreWeave Cloud platform access
- 2
Choose GPU Instance
Select from latest NVIDIA GPUs including H100, H200, and Blackwell architecture
- 3
Deploy via Kubernetes
Use Kubernetes-native tools for workload deployment and scaling
Google Cloud
- 1
Create a Google Cloud project
Set up a project in the Google Cloud Console.
- 2
Enable billing
Set up a billing account to pay for resource usage.
- 3
Choose a compute service
Select Compute Engine, GKE, Cloud Functions, or Cloud Run based on your needs.
- 4
Create and configure an instance
Launch a VM instance, configure a Kubernetes cluster, or deploy a function/application.
- 5
Manage resources
Use the Cloud Console, command-line tools, or APIs to manage your resources.
Support & Global Availability
CoreWeave
Global Regions
Deployments across North America with expanding global presence
Support
24/7 support from dedicated engineering teams, comprehensive documentation, and Kubernetes expertise
Google Cloud
Global Regions
40+ regions and 120+ zones worldwide.
Support
Role-based (free), Standard, Enhanced and Premium support plans. Comprehensive documentation, community forums, and training resources.
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