What is the difference between GMI Cloud and Google Cloud?

GMI Cloud and Google Cloud 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: GMI Cloud or Google Cloud?

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 GMI Cloud and Google Cloud?

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 7 different GPU models across both GMI Cloud and Google Cloud, with 0 models available from both providers.

GMI Cloud vs Google Cloud

Compare GPU and LLM inference API pricing between GMI Cloud and Google Cloud. Find the best rates for AI training, inference, and ML workloads.

GMI Cloud

Provider 1

GPUs Available

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Google Cloud

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

GMI Cloud GPUs

Google Cloud GPUs

Direct Comparisons

Average Price Difference: $1.50/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 7Both available: 2GMI Cloud: 4Google Cloud: 5

Showing 7 of 7 GPUs

Last updated: 9/25/2026, 11:43:23 AM

GPU Model ↑	GMI Cloud Price	Google Cloud Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Google Cloud	Not Available	$1.22/hr★ Best 16x GPU	—	Google Cloud
A100 SXM 80GB VRAM • Not Available Google Cloud $1.22/hour 16x GPU configuration Updated: 9/23/2026 ★Best Price Google Cloud
B200 180GB VRAM • GMI CloudGoogle Cloud	$4.00/hr★ Best	$4.95/hr 8x GPU	↓$0.95(19.3%)	GMI Cloud Google Cloud
B200 180GB VRAM • GMI Cloud $4.00/hour Updated: 9/23/2026 ★Best Price Google Cloud $4.95/hour 8x GPU configuration Updated: 9/23/2026 Price Difference:↓$0.95(19.3%) GMI Cloud Google Cloud
GB200 384GB VRAM • GMI Cloud	$8.00/hr★ Best	Not Available	—	GMI Cloud
GB200 384GB VRAM • GMI Cloud $8.00/hour Updated: 9/23/2026 ★Best Price Not Available GMI Cloud
H100 SXM 80GB VRAM • GMI Cloud	$2.00/hr★ Best	Not Available	—	GMI Cloud
H100 SXM 80GB VRAM • GMI Cloud $2.00/hour Updated: 9/23/2026 ★Best Price Not Available GMI Cloud
H200 141GB VRAM • GMI CloudGoogle Cloud	$2.60/hr★ Best	$4.65/hr 8x GPU	↓$2.05(44.1%)	GMI Cloud Google Cloud
H200 141GB VRAM • GMI Cloud $2.60/hour Updated: 9/23/2026 ★Best Price Google Cloud $4.65/hour 8x GPU configuration Updated: 9/23/2026 Price Difference:↓$2.05(44.1%) GMI Cloud Google Cloud
L4 24GB VRAM • Google Cloud	Not Available	$0.60/hr★ Best 4x GPU	—	Google Cloud
L4 24GB VRAM • Not Available Google Cloud $0.60/hour 4x GPU configuration Updated: 9/23/2026 ★Best Price Google Cloud
RTX PRO 6000 96GB VRAM • Google Cloud	Not Available	$1.77/hr★ Best	—	Google Cloud
RTX PRO 6000 96GB VRAM • Not Available Google Cloud $1.77/hour Updated: 9/23/2026 ★Best Price Google Cloud

A100 SXM 80GB VRAM • Google Cloud	Not Available	$1.22/hr★ Best 16x GPU	—	Google Cloud
A100 SXM 80GB VRAM • Not Available Google Cloud $1.22/hour 16x GPU configuration Updated: 9/23/2026 ★Best Price Google Cloud
B200 180GB VRAM • GMI CloudGoogle Cloud	$4.00/hr★ Best	$4.95/hr 8x GPU	↓$0.95(19.3%)	GMI Cloud Google Cloud
B200 180GB VRAM • GMI Cloud $4.00/hour Updated: 9/23/2026 ★Best Price Google Cloud $4.95/hour 8x GPU configuration Updated: 9/23/2026 Price Difference:↓$0.95(19.3%) GMI Cloud Google Cloud
GB200 384GB VRAM • GMI Cloud	$8.00/hr★ Best	Not Available	—	GMI Cloud
GB200 384GB VRAM • GMI Cloud $8.00/hour Updated: 9/23/2026 ★Best Price Not Available GMI Cloud
H100 SXM 80GB VRAM • GMI Cloud	$2.00/hr★ Best	Not Available	—	GMI Cloud
H100 SXM 80GB VRAM • GMI Cloud $2.00/hour Updated: 9/23/2026 ★Best Price Not Available GMI Cloud
H200 141GB VRAM • GMI CloudGoogle Cloud	$2.60/hr★ Best	$4.65/hr 8x GPU	↓$2.05(44.1%)	GMI Cloud Google Cloud
H200 141GB VRAM • GMI Cloud $2.60/hour Updated: 9/23/2026 ★Best Price Google Cloud $4.65/hour 8x GPU configuration Updated: 9/23/2026 Price Difference:↓$2.05(44.1%) GMI Cloud Google Cloud
L4 24GB VRAM • Google Cloud	Not Available	$0.60/hr★ Best 4x GPU	—	Google Cloud
L4 24GB VRAM • Not Available Google Cloud $0.60/hour 4x GPU configuration Updated: 9/23/2026 ★Best Price Google Cloud
RTX PRO 6000 96GB VRAM • Google Cloud	Not Available	$1.77/hr★ Best	—	Google Cloud
RTX PRO 6000 96GB VRAM • Not Available Google Cloud $1.77/hour Updated: 9/23/2026 ★Best Price Google Cloud

LLM API Pricing Comparison

Total models: 70Both available: 7GMI Cloud: 64Google Cloud: 13

Showing 15 of 70 models

Prices per 1M tokens · Last updated: 9/25/2026, 11:43:23 AM

Model ↑	GMI Cloud	Google Cloud	Input Diff ↕
DeepSeek R1 DeepSeek	$0.570 in $2.29 out	Not available	—
DeepSeek V3 DeepSeek	$0.290 in $1.14 out	Not available	—
DeepSeek V3.2 DeepSeek	$0.209 in $0.310 out	Not available	—
DeepSeek V4 Flash DeepSeek	$0.091 in $0.182 out	Not available	—
DeepSeek V4 Flash Vision DeepSeek	$0.440 in $1.32 out	Not available	—
DeepSeek V4 Pro DeepSeek	$0.957 in $1.91 out	Not available	—
DeepSeek V4.1 Flash DeepSeek	$0.225 in $0.900 out	Not available	—
Gemini 2.0 Flash Google	Not available	$0.150 in $0.600 out	—
Gemini 2.0 Flash-Lite Google	Not available	$0.075 in $0.300 out	—
Gemini 2.5 Flash Google	Not available	$0.300 in $2.50 out	—
Gemini 2.5 Flash Lite Google	Not available	$0.100 in $0.400 out	—
Gemini 2.5 Pro Google	Not available	$1.25 in $10.00 out	—
Gemini 3 Flash Google	$0.500 in $3.00 out	Not available	—
Gemini 3.1 Flash Image Google	Not available	$0.500 in $3.00 out	—
Gemini 3.1 Flash Lite Google	$0.250 in $1.50 out	$0.250 in $1.50 out	$0.0000

Features Comparison

GMI Cloud

Serverless Inference
OpenAI-compatible endpoints for LLM and multimodal models with request batching and scaling to zero
Dedicated GPU Compute
Managed Kubernetes clusters, container instances, and bare-metal servers with RDMA-ready networking
Blackwell Capacity
GB200 available and GB300 on pre-order alongside H100, H200, and B200 systems
Studio and AgentBox
Visual workflow builder for multi-step model pipelines plus a marketplace for publishing and using AI agents
Reserved + On-Demand
Both hourly on-demand capacity and longer-term committed reservations are published

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.

Pros & Cons

GMI Cloud

Advantages

Transparent published per-GPU hourly rates
Access to current Blackwell-generation systems
OpenAI-compatible inference API alongside dedicated GPU clusters

Considerations

Smaller global footprint than hyperscalers
Newer entrant relative to long-established providers
Published GPU catalog covers only datacenter-class parts, with no lower-tier options such as L4 or L40S

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

Compute Services

GMI Cloud

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

GMI Cloud

On-Demand Containers

Hourly billing for self-serve GPU containers

Reserved Private Cloud

Discounted longer-term reservations of dedicated GPU clusters

Serverless Inference

Per-token billing for LLM endpoints and per-request billing for image and video models

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.

Getting Started

GMI Cloud

Get Started

1
Create an account
Sign up for the GMI Cloud console
2
Pick a GPU and region
Select an on-demand container, bare-metal cluster, or inference endpoint
3
Deploy your workload
Launch via the console or programmatically through the GMI API

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.

Support & Global Availability

GMI Cloud

Global Regions

Data centers in North America and Asia, with region-aware pricing and unified billing

Support

Documentation, self-service console, Discord community, and enterprise support via sales

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.