What is the difference between Google Cloud and UpCloud?

Google Cloud and UpCloud are both cloud GPU providers offering different pricing models, features, and GPU availability. Use our comparison tool to see real-time pricing and feature differences.

Which is cheaper: Google Cloud or UpCloud?

Pricing varies by GPU model and usage requirements. Check our real-time comparison table to find the best deals for your specific needs.

Can I switch between Google Cloud and UpCloud?

Yes, both providers offer flexible cloud GPU services. However, consider factors like data transfer costs, setup time, and specific features when switching between providers.

How many GPU models are available for comparison?

We track pricing for 9 different GPU models across both Google Cloud and UpCloud, with 0 models available from both providers.

Google Cloud vs UpCloud GPU & LLM API Pricing 2026

GPU Pricing Comparison

Total GPUs: 9Both available: 3Google Cloud: 8UpCloud: 4

Showing 9 of 9 GPUs

Last updated: 8/18/2026, 8:15:37 AM

GPU Model ↑	Google Cloud Price	UpCloud Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Google Cloud	$1.22/hr★ Best 16x GPU	Not Available	—	Google Cloud
A100 SXM 80GB VRAM • Google Cloud $1.22/hour 16x GPU configuration Updated: 8/18/2026 ★Best Price Not Available Google Cloud
B200 180GB VRAM • Google CloudUpCloud	$4.95/hr 8x GPU	$3.89/hr★ Best 2x GPU	↑+$1.06(+27.3%)	Google Cloud UpCloud
B200 180GB VRAM • Google Cloud $4.95/hour 8x GPU configuration Updated: 8/18/2026 UpCloud $3.89/hour 2x GPU configuration Updated: 8/7/2026 ★Best Price Price Difference:↑+$1.06(+27.3%) Google Cloud UpCloud
H100 SXM 80GB VRAM • Google CloudUpCloud	$4.86/hr 8x GPU	$2.05/hr★ Best	↑+$2.80(+136.6%)	Google Cloud UpCloud
H100 SXM 80GB VRAM • Google Cloud $4.86/hour 8x GPU configuration Updated: 8/18/2026 UpCloud $2.05/hour Updated: 8/7/2026 ★Best Price Price Difference:↑+$2.80(+136.6%) Google Cloud UpCloud
H200 141GB VRAM • Google Cloud	$4.65/hr★ Best 8x GPU	Not Available	—	Google Cloud
H200 141GB VRAM • Google Cloud $4.65/hour 8x GPU configuration Updated: 8/18/2026 ★Best Price Not Available Google Cloud
L4 24GB VRAM • Google CloudUpCloud	$0.32/hr★ Best	$0.66/hr	↓$0.34(51.8%)	Google Cloud UpCloud
L4 24GB VRAM • Google Cloud $0.32/hour Updated: 8/18/2026 ★Best Price UpCloud $0.66/hour Updated: 8/14/2026 Price Difference:↓$0.34(51.8%) Google Cloud UpCloud
L40S 48GB VRAM • UpCloud	Not Available	$0.96/hr★ Best	—	UpCloud
L40S 48GB VRAM • Not Available UpCloud $0.96/hour Updated: 8/7/2026 ★Best Price UpCloud
RTX PRO 6000 96GB VRAM • Google Cloud	$0.26/hr★ Best	Not Available	—	Google Cloud
RTX PRO 6000 96GB VRAM • Google Cloud $0.26/hour Updated: 8/18/2026 ★Best Price Not Available Google Cloud
Tesla T4 16GB VRAM • Google Cloud	$0.16/hr★ Best	Not Available	—	Google Cloud
Tesla T4 16GB VRAM • Google Cloud $0.16/hour Updated: 8/18/2026 ★Best Price Not Available Google Cloud
Tesla V100 32GB VRAM • Google Cloud	$1.12/hr★ Best	Not Available	—	Google Cloud
Tesla V100 32GB VRAM • Google Cloud $1.12/hour Updated: 8/18/2026 ★Best Price Not Available Google Cloud

A100 SXM 80GB VRAM • Google Cloud	$1.22/hr★ Best 16x GPU	Not Available	—	Google Cloud
A100 SXM 80GB VRAM • Google Cloud $1.22/hour 16x GPU configuration Updated: 8/18/2026 ★Best Price Not Available Google Cloud
B200 180GB VRAM • Google CloudUpCloud	$4.95/hr 8x GPU	$3.89/hr★ Best 2x GPU	↑+$1.06(+27.3%)	Google Cloud UpCloud
B200 180GB VRAM • Google Cloud $4.95/hour 8x GPU configuration Updated: 8/18/2026 UpCloud $3.89/hour 2x GPU configuration Updated: 8/7/2026 ★Best Price Price Difference:↑+$1.06(+27.3%) Google Cloud UpCloud
H100 SXM 80GB VRAM • Google CloudUpCloud	$4.86/hr 8x GPU	$2.05/hr★ Best	↑+$2.80(+136.6%)	Google Cloud UpCloud
H100 SXM 80GB VRAM • Google Cloud $4.86/hour 8x GPU configuration Updated: 8/18/2026 UpCloud $2.05/hour Updated: 8/7/2026 ★Best Price Price Difference:↑+$2.80(+136.6%) Google Cloud UpCloud
H200 141GB VRAM • Google Cloud	$4.65/hr★ Best 8x GPU	Not Available	—	Google Cloud
H200 141GB VRAM • Google Cloud $4.65/hour 8x GPU configuration Updated: 8/18/2026 ★Best Price Not Available Google Cloud
L4 24GB VRAM • Google CloudUpCloud	$0.32/hr★ Best	$0.66/hr	↓$0.34(51.8%)	Google Cloud UpCloud
L4 24GB VRAM • Google Cloud $0.32/hour Updated: 8/18/2026 ★Best Price UpCloud $0.66/hour Updated: 8/14/2026 Price Difference:↓$0.34(51.8%) Google Cloud UpCloud
L40S 48GB VRAM • UpCloud	Not Available	$0.96/hr★ Best	—	UpCloud
L40S 48GB VRAM • Not Available UpCloud $0.96/hour Updated: 8/7/2026 ★Best Price UpCloud
RTX PRO 6000 96GB VRAM • Google Cloud	$0.26/hr★ Best	Not Available	—	Google Cloud
RTX PRO 6000 96GB VRAM • Google Cloud $0.26/hour Updated: 8/18/2026 ★Best Price Not Available Google Cloud
Tesla T4 16GB VRAM • Google Cloud	$0.16/hr★ Best	Not Available	—	Google Cloud
Tesla T4 16GB VRAM • Google Cloud $0.16/hour Updated: 8/18/2026 ★Best Price Not Available Google Cloud
Tesla V100 32GB VRAM • Google Cloud	$1.12/hr★ Best	Not Available	—	Google Cloud
Tesla V100 32GB VRAM • Google Cloud $1.12/hour Updated: 8/18/2026 ★Best Price Not Available Google Cloud

LLM API Pricing Comparison

Total models: 2Both available: 0Google Cloud: 2UpCloud: 0

Showing 2 of 2 models

Prices per 1M tokens · Last updated: 8/18/2026, 8:15:37 AM

Model ↑	Google Cloud	UpCloud	Input Diff ↕
Gemini 3.6 Flash Google	$1.50 in $7.50 out	Not available	—
Gemini 3.7 Flash Google	$1.50 in $7.50 out	Not available	—

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.
Spot VMs
Spare compute capacity at discounted Spot prices, suitable for fault-tolerant workloads that can be interrupted.

UpCloud

Dedicated GPUs
No shared hardware — each GPU is always dedicated to a single server with full performance isolation
100% Renewable Energy
Helsinki data center powered entirely by renewable energy with up to 90% waste heat recovery for district heating
European Data Sovereignty
GDPR-compliant infrastructure in Finland with strong jurisdictional protections and no third-party dependencies
Zero-Cost Data Transfer
No egress fees — outbound data transfer is included at no extra cost
Usage-Based Billing
Pay only for active compute time with hourly billing, no rigid contracts or long-term commitments required

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
Mature managed Kubernetes offering (GKE)

Considerations

Limited availability in some regions compared to AWS
Complexity in managing resources
Support can be costly

UpCloud

Advantages

100% renewable energy with waste heat recovery — strong sustainability credentials
Zero-cost egress eliminates surprise data transfer bills
GDPR-compliant EU data sovereignty in Finland
Dedicated GPUs with no shared hardware

Considerations

GPU servers concentrated in Helsinki, Finland — limited multi-region GPU presence
Smaller GPU selection and global footprint compared to major hyperscalers

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

UpCloud

GPU Servers

On-demand and spot NVIDIA L4, L40S, H100, and B200 GPU instances with dedicated hardware and AMD EPYC processors

Private Cloud GPUs

Dedicated private cloud infrastructure with NVIDIA L4, L40S, and H200 NVL GPUs

Pricing Options

Google Cloud

On-Demand

Pay for vCPUs, GPUs, and memory with a one-minute minimum and per-second billing thereafter, with no long-term commitments.

Sustained Use Discounts

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

Resource-based Committed Use Discounts

Discounted rates in exchange for a 1-year or 3-year commitment to a minimum level of resource usage in a region, and combinable with reservations.

Compute Flexible Committed Use Discounts

Spend-based commitments that apply across eligible machine families and regions rather than to specific resources.

Spot VMs

Spare capacity at discounted Spot prices for fault-tolerant workloads that can be preempted.

UpCloud

On-Demand GPU Servers

Hourly billing for L4, L40S, H100, and B200 GPU instances with no upfront commitment — pay only for active compute time

Spot GPU Servers

Discounted spot pricing for GPU Servers, offering lower hourly rates for interruptible workloads

Private Cloud GPUs

Fixed monthly pricing for dedicated private cloud GPU infrastructure with L4, L40S, and H200 NVL

Getting Started

Google Cloud

Get Started

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.

UpCloud

Get Started

1
Create an UpCloud account
Sign up at upcloud.com and complete account verification
2
Select a GPU server plan
Choose from NVIDIA L4, L40S, H100, or B200 GPU configurations with varying vCPU and RAM options
3
Deploy with AI/ML template
Use pre-configured GPU Ubuntu templates to get started quickly with CUDA and ML frameworks
4
Attach storage
Add block storage devices (1 GB–4 TB each) from any storage tier for your operating system and data

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.

UpCloud

Global Regions

Helsinki, Finland (Telia Helsinki Data Center)

Support

Documentation, API reference, and support team available through the UpCloud control panel