Google Cloud vs Massed Compute
Compare GPU pricing, features, and specifications between Google Cloud and Massed Compute cloud providers. Find the best deals for AI training, inference, and ML workloads.
Google Cloud
Provider 1
Massed Compute
Provider 2
Comparison Overview
GPU Pricing Comparison
| GPU Model ↑ | Google Cloud Price | Massed Compute Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A100 PCIE 40GB VRAM • Massed Compute | Not Available |  $9.60/hr★ Best8x GPU | — | |
A100 PCIE 40GB VRAM • Not Available Massed Compute$9.60/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
A100 SXM 80GB VRAM • Massed Compute | Not Available | $9.84/hr★ Best 8x GPU | — | |
A100 SXM 80GB VRAM • Not Available Massed Compute$9.84/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
A30 24GB VRAM • Massed Compute | Not Available | $2.00/hr★ Best 8x GPU | — | |
A30 24GB VRAM • Not Available Massed Compute$2.00/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
A40 48GB VRAM • Massed Compute | Not Available | $4.05/hr★ Best 8x GPU | — | |
A40 48GB VRAM • Not Available Massed Compute$4.05/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
H100 80GB VRAM • Massed Compute | Not Available | $21.60/hr★ Best 8x GPU | — | |
H100 80GB VRAM • Not Available Massed Compute$21.60/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
H100 NVL 94GB VRAM • Massed Compute | Not Available | $20.24/hr★ Best 8x GPU | — | |
H100 NVL 94GB VRAM • Not Available Massed Compute$20.24/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
H100 PCIe 80GB VRAM • Massed Compute | Not Available | $9.40/hr★ Best 4x GPU | — | |
H100 PCIe 80GB VRAM • Not Available Massed Compute$9.40/hour 4x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
L4 24GB VRAM • Google Cloud |  $0.56/hr★ Best8x GPU | Not Available | — | |
L4 24GB VRAM • | ||||
L40 40GB VRAM • Massed Compute | Not Available | $3.80/hr★ Best 4x GPU | — | |
L40 40GB VRAM • Not Available Massed Compute$3.80/hour 4x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
L40S 48GB VRAM • Massed Compute | Not Available | $6.88/hr★ Best 8x GPU | — | |
L40S 48GB VRAM • Not Available Massed Compute$6.88/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
RTX 6000 Ada 48GB VRAM • Massed Compute | Not Available | $6.00/hr★ Best 8x GPU | — | |
RTX 6000 Ada 48GB VRAM • Not Available Massed Compute$6.00/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
RTX A5000 24GB VRAM • Massed Compute | Not Available | $3.28/hr★ Best 8x GPU | — | |
RTX A5000 24GB VRAM • Not Available Massed Compute$3.28/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
RTX A6000 48GB VRAM • Massed Compute | Not Available | $4.72/hr★ Best 8x GPU | — | |
RTX A6000 48GB VRAM • Not Available Massed Compute$4.72/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
Tesla T4 16GB VRAM • Google Cloud | $0.55/hr★ Best 4x GPU | Not Available | — | |
Tesla T4 16GB VRAM • | ||||
Tesla V100 32GB VRAM • Google Cloud | $2.48/hr★ Best 8x GPU | Not Available | — | |
Tesla V100 32GB VRAM • | ||||
A100 PCIE 40GB VRAM • Massed Compute | Not Available | $9.60/hr★ Best 8x GPU | — | |
A100 PCIE 40GB VRAM • Not Available Massed Compute$9.60/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
A100 SXM 80GB VRAM • Massed Compute | Not Available | $9.84/hr★ Best 8x GPU | — | |
A100 SXM 80GB VRAM • Not Available Massed Compute$9.84/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
A30 24GB VRAM • Massed Compute | Not Available | $2.00/hr★ Best 8x GPU | — | |
A30 24GB VRAM • Not Available Massed Compute$2.00/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
A40 48GB VRAM • Massed Compute | Not Available | $4.05/hr★ Best 8x GPU | — | |
A40 48GB VRAM • Not Available Massed Compute$4.05/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
H100 80GB VRAM • Massed Compute | Not Available | $21.60/hr★ Best 8x GPU | — | |
H100 80GB VRAM • Not Available Massed Compute$21.60/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
H100 NVL 94GB VRAM • Massed Compute | Not Available | $20.24/hr★ Best 8x GPU | — | |
H100 NVL 94GB VRAM • Not Available Massed Compute$20.24/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
H100 PCIe 80GB VRAM • Massed Compute | Not Available | $9.40/hr★ Best 4x GPU | — | |
H100 PCIe 80GB VRAM • Not Available Massed Compute$9.40/hour 4x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
L4 24GB VRAM • Google Cloud | $0.56/hr★ Best 8x GPU | Not Available | — | |
L4 24GB VRAM • | ||||
L40 40GB VRAM • Massed Compute | Not Available | $3.80/hr★ Best 4x GPU | — | |
L40 40GB VRAM • Not Available Massed Compute$3.80/hour 4x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
L40S 48GB VRAM • Massed Compute | Not Available | $6.88/hr★ Best 8x GPU | — | |
L40S 48GB VRAM • Not Available Massed Compute$6.88/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
RTX 6000 Ada 48GB VRAM • Massed Compute | Not Available | $6.00/hr★ Best 8x GPU | — | |
RTX 6000 Ada 48GB VRAM • Not Available Massed Compute$6.00/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
RTX A5000 24GB VRAM • Massed Compute | Not Available | $3.28/hr★ Best 8x GPU | — | |
RTX A5000 24GB VRAM • Not Available Massed Compute$3.28/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
RTX A6000 48GB VRAM • Massed Compute | Not Available | $4.72/hr★ Best 8x GPU | — | |
RTX A6000 48GB VRAM • Not Available Massed Compute$4.72/hour 8x GPU configuration Updated: 1/28/2026 ★Best Price | ||||
Tesla T4 16GB VRAM • Google Cloud | $0.55/hr★ Best 4x GPU | Not Available | — | |
Tesla T4 16GB VRAM • | ||||
Tesla V100 32GB VRAM • Google Cloud | $2.48/hr★ Best 8x GPU | Not Available | — | |
Tesla V100 32GB VRAM • | ||||
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.
Massed Compute
- NVIDIA Preferred Partner
Assurance of fully-supported, high-performance NVIDIA GPU solutions
- SOC 2 Type II Compliant
Independent attestation of security, availability, and confidentiality controls
- On-Demand & Bare-Metal Options
Hourly VMs or single-tenant servers—no long-term contracts
- Inventory API
REST API to list, provision, manage, and retire GPU instances programmatically
- Tier III U.S. Data Centers
Redundant power, cooling, and network for >99.98 % uptime
- Virtual Desktop Interface
Launch pre-configured AI/ML or VFX desktops in a browser—no CLI needed
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
Massed Compute
Advantages
- Broad catalog of NVIDIA GPUs from RTX A5000 up to H100 SXM5
- Very competitive hourly pricing with no hidden bandwidth fees
- Owned hardware—no ‘middle-man’ latency or support hand-offs
- Direct access to engineers for GPU & driver questions
Considerations
- Data-center footprint limited to the United States
- No AMD GPU options at present
- You must maintain a prepaid credit balance to launch VMs
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
Massed Compute
On-Demand GPU Instances
Self-service VMs billed hourly; configurable 1-, 2-, 4- or 8-GPU nodes
Bare-Metal GPU Servers
Single-tenant servers with full hardware control and optional NVLink interconnects
- No virtualization overhead
- Customisable CPU, RAM, storage & network fabric
GPU Clusters
Reserved multi-node clusters networked for distributed training
- Flexible interconnect (e.g. InfiniBand, 200 GbE)
- Long-term reservation guarantees capacity
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.
Massed Compute
Getting Started
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.
Massed Compute
- 1
Create an account
Sign up and confirm email to access the console
- 2
Add billing credits
Configure initial, minimum, and recharge amounts
- 3
Select a GPU template
Choose GPU type, quantity, and OS image from the catalog
- 4
Launch via VDI or SSH
Boot the VM, connect in one click, or use the API
Support & Global Availability
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.
Massed Compute
Global Regions
Tier III U.S. data centers (multiple sites in low-cost power markets)
Support
Documentation portal, Discord community, email ticketing, and direct engineer chat ('Ask AI Expert')
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