What is the difference between Google Cloud and Runpod?

Google Cloud and Runpod 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 Runpod?

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 Runpod?

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 39 different GPU models across both Google Cloud and Runpod, with 0 models available from both providers.

Google Cloud vs Runpod

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

Google Cloud

Provider 1

GPUs Available

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Runpod

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Google Cloud GPUs

Runpod GPUs

Direct Comparisons

Average Price Difference: $0.92/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 39Both available: 8Google Cloud: 9Runpod: 38

Showing 15 of 39 GPUs

Last updated: 10/15/2026, 7:25:14 PM

GPU Model ↑	Google Cloud Price	Runpod Price	Price Diff ↕	Sources
A100 PCIe 80GB 80GB VRAM • Runpod	Not Available	$1.19/hr★ Best	—	Runpod API
A100 PCIe 80GB 80GB VRAM • Not Available Runpod $1.19/hour Updated: 10/15/2026 ★Best Price Runpod API
A100 SXM 80GB VRAM • Google CloudRunpod	$3.04/hr	$1.39/hr★ Best	↑+$1.65(+118.6%)	Google Cloud Runpod API
A100 SXM 80GB VRAM • Google Cloud $3.04/hour Updated: 10/15/2026 Runpod $1.39/hour Updated: 10/15/2026 ★Best Price Price Difference:↑+$1.65(+118.6%) Google Cloud Runpod API
A100 SXM 40GB 40GB VRAM • Google CloudRunpod	$1.22/hr 16x GPU	$1.00/hr★ Best	↑+$0.22(+21.9%)	Google Cloud Runpod API
A100 SXM 40GB 40GB VRAM • Google Cloud $1.22/hour 16x GPU configuration Updated: 10/15/2026 Runpod $1.00/hour Updated: 10/15/2026 ★Best Price Price Difference:↑+$0.22(+21.9%) Google Cloud Runpod API
A40 48GB VRAM • Runpod	Not Available	$0.59/hr★ Best	—	Runpod API
A40 48GB VRAM • Not Available Runpod $0.59/hour Updated: 10/15/2026 ★Best Price Runpod API
B200 180GB VRAM • Google CloudRunpod	$4.95/hr★ Best 8x GPU	$5.98/hr	↓$1.03(17.2%)	Google Cloud Runpod API
B200 180GB VRAM • Google Cloud $4.95/hour 8x GPU configuration Updated: 10/15/2026 ★Best Price Runpod $5.98/hour Updated: 10/15/2026 Price Difference:↓$1.03(17.2%) Google Cloud Runpod API
H100 NVL 94GB VRAM • Runpod	Not Available	$2.59/hr★ Best	—	Runpod API
H100 NVL 94GB VRAM • Not Available Runpod $2.59/hour Updated: 10/15/2026 ★Best Price Runpod API
H100 PCIe 80GB VRAM • Runpod	Not Available	$1.99/hr★ Best	—	Runpod API
H100 PCIe 80GB VRAM • Not Available Runpod $1.99/hour Updated: 10/15/2026 ★Best Price Runpod API
H100 SXM 80GB VRAM • Google CloudRunpod	$4.86/hr 8x GPU	$2.69/hr★ Best	↑+$2.17(+80.6%)	Google Cloud Runpod API
H100 SXM 80GB VRAM • Google Cloud $4.86/hour 8x GPU configuration Updated: 10/15/2026 Runpod $2.69/hour Updated: 10/15/2026 ★Best Price Price Difference:↑+$2.17(+80.6%) Google Cloud Runpod API
H200 141GB VRAM • Google CloudRunpod	$4.65/hr 8x GPU	$3.59/hr★ Best	↑+$1.06(+29.6%)	Google Cloud Runpod API
H200 141GB VRAM • Google Cloud $4.65/hour 8x GPU configuration Updated: 10/15/2026 Runpod $3.59/hour Updated: 10/15/2026 ★Best Price Price Difference:↑+$1.06(+29.6%) Google Cloud Runpod API
H200 NVL 141GB VRAM • Runpod	Not Available	$3.79/hr★ Best	—	Runpod API
H200 NVL 141GB VRAM • Not Available Runpod $3.79/hour Updated: 10/15/2026 ★Best Price Runpod API
HGX B300 288GB VRAM • Runpod	Not Available	$6.94/hr★ Best	—	Runpod API
HGX B300 288GB VRAM • Not Available Runpod $6.94/hour Updated: 10/15/2026 ★Best Price Runpod API
L4 24GB VRAM • Google CloudRunpod	$0.32/hr★ Best	$0.59/hr	↓$0.27(46.1%)	Google Cloud Runpod API
L4 24GB VRAM • Google Cloud $0.32/hour Updated: 10/15/2026 ★Best Price Runpod $0.59/hour Updated: 10/15/2026 Price Difference:↓$0.27(46.1%) Google Cloud Runpod API
L40 40GB VRAM • Runpod	Not Available	$0.69/hr★ Best	—	Runpod API
L40 40GB VRAM • Not Available Runpod $0.69/hour Updated: 10/15/2026 ★Best Price Runpod API
L40S 48GB VRAM • Runpod	Not Available	$0.79/hr★ Best	—	Runpod API
L40S 48GB VRAM • Not Available Runpod $0.79/hour Updated: 10/15/2026 ★Best Price Runpod API
MI300X 192GB VRAM • Runpod	Not Available	$2.39/hr★ Best	—	Runpod API
MI300X 192GB VRAM • Not Available Runpod $2.39/hour Updated: 10/15/2026 ★Best Price Runpod API

A100 PCIe 80GB 80GB VRAM • Runpod	Not Available	$1.19/hr★ Best	—	Runpod API
A100 PCIe 80GB 80GB VRAM • Not Available Runpod $1.19/hour Updated: 10/15/2026 ★Best Price Runpod API
A100 SXM 80GB VRAM • Google CloudRunpod	$3.04/hr	$1.39/hr★ Best	↑+$1.65(+118.6%)	Google Cloud Runpod API
A100 SXM 80GB VRAM • Google Cloud $3.04/hour Updated: 10/15/2026 Runpod $1.39/hour Updated: 10/15/2026 ★Best Price Price Difference:↑+$1.65(+118.6%) Google Cloud Runpod API
A100 SXM 40GB 40GB VRAM • Google CloudRunpod	$1.22/hr 16x GPU	$1.00/hr★ Best	↑+$0.22(+21.9%)	Google Cloud Runpod API
A100 SXM 40GB 40GB VRAM • Google Cloud $1.22/hour 16x GPU configuration Updated: 10/15/2026 Runpod $1.00/hour Updated: 10/15/2026 ★Best Price Price Difference:↑+$0.22(+21.9%) Google Cloud Runpod API
A40 48GB VRAM • Runpod	Not Available	$0.59/hr★ Best	—	Runpod API
A40 48GB VRAM • Not Available Runpod $0.59/hour Updated: 10/15/2026 ★Best Price Runpod API
B200 180GB VRAM • Google CloudRunpod	$4.95/hr★ Best 8x GPU	$5.98/hr	↓$1.03(17.2%)	Google Cloud Runpod API
B200 180GB VRAM • Google Cloud $4.95/hour 8x GPU configuration Updated: 10/15/2026 ★Best Price Runpod $5.98/hour Updated: 10/15/2026 Price Difference:↓$1.03(17.2%) Google Cloud Runpod API
H100 NVL 94GB VRAM • Runpod	Not Available	$2.59/hr★ Best	—	Runpod API
H100 NVL 94GB VRAM • Not Available Runpod $2.59/hour Updated: 10/15/2026 ★Best Price Runpod API
H100 PCIe 80GB VRAM • Runpod	Not Available	$1.99/hr★ Best	—	Runpod API
H100 PCIe 80GB VRAM • Not Available Runpod $1.99/hour Updated: 10/15/2026 ★Best Price Runpod API
H100 SXM 80GB VRAM • Google CloudRunpod	$4.86/hr 8x GPU	$2.69/hr★ Best	↑+$2.17(+80.6%)	Google Cloud Runpod API
H100 SXM 80GB VRAM • Google Cloud $4.86/hour 8x GPU configuration Updated: 10/15/2026 Runpod $2.69/hour Updated: 10/15/2026 ★Best Price Price Difference:↑+$2.17(+80.6%) Google Cloud Runpod API
H200 141GB VRAM • Google CloudRunpod	$4.65/hr 8x GPU	$3.59/hr★ Best	↑+$1.06(+29.6%)	Google Cloud Runpod API
H200 141GB VRAM • Google Cloud $4.65/hour 8x GPU configuration Updated: 10/15/2026 Runpod $3.59/hour Updated: 10/15/2026 ★Best Price Price Difference:↑+$1.06(+29.6%) Google Cloud Runpod API
H200 NVL 141GB VRAM • Runpod	Not Available	$3.79/hr★ Best	—	Runpod API
H200 NVL 141GB VRAM • Not Available Runpod $3.79/hour Updated: 10/15/2026 ★Best Price Runpod API
HGX B300 288GB VRAM • Runpod	Not Available	$6.94/hr★ Best	—	Runpod API
HGX B300 288GB VRAM • Not Available Runpod $6.94/hour Updated: 10/15/2026 ★Best Price Runpod API
L4 24GB VRAM • Google CloudRunpod	$0.32/hr★ Best	$0.59/hr	↓$0.27(46.1%)	Google Cloud Runpod API
L4 24GB VRAM • Google Cloud $0.32/hour Updated: 10/15/2026 ★Best Price Runpod $0.59/hour Updated: 10/15/2026 Price Difference:↓$0.27(46.1%) Google Cloud Runpod API
L40 40GB VRAM • Runpod	Not Available	$0.69/hr★ Best	—	Runpod API
L40 40GB VRAM • Not Available Runpod $0.69/hour Updated: 10/15/2026 ★Best Price Runpod API
L40S 48GB VRAM • Runpod	Not Available	$0.79/hr★ Best	—	Runpod API
L40S 48GB VRAM • Not Available Runpod $0.79/hour Updated: 10/15/2026 ★Best Price Runpod API
MI300X 192GB VRAM • Runpod	Not Available	$2.39/hr★ Best	—	Runpod API
MI300X 192GB VRAM • Not Available Runpod $2.39/hour Updated: 10/15/2026 ★Best Price Runpod API

LLM API Pricing Comparison

Total models: 14Both available: 0Google Cloud: 13Runpod: 1

Showing 14 of 14 models

Prices per 1M tokens · Last updated: 10/15/2026, 7:25:13 PM

Model ↑	Google Cloud	Runpod	Input Diff ↕
Gemini 2.0 Flash Google	$0.150 in $0.600 out	Not available	—
Gemini 2.0 Flash-Lite Google	$0.075 in $0.300 out	Not available	—
Gemini 2.5 Flash Google	$0.300 in $2.50 out	Not available	—
Gemini 2.5 Flash Lite Google	$0.100 in $0.400 out	Not available	—
Gemini 2.5 Pro Google	$1.25 in $10.00 out	Not available	—
Gemini 3.1 Flash Lite Google	$0.250 in $1.50 out	Not available	—
Gemini 3.1 Pro Google	$2.00 in $12.00 out	Not available	—
Gemini 3.5 Flash Google	$1.50 in $9.00 out	Not available	—
Gemini 3.5 Flash-Lite Google	$0.300 in $2.50 out	Not available	—
Gemini 3.6 Flash Google	$0.750 in $3.75 out	Not available	—
Gemini 3.7 Flash Google	$0.750 in $3.75 out	Not available	—
Gemini 3.8 Flash Google	$0.750 in $3.75 out	Not available	—
Gemini 4 Argon Google	$2.00 in $10.00 out	Not available	—
Qwen 3 32B Alibaba	Not available	$10.00 in $10.00 out	—

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.

Runpod

Secure Cloud GPUs
Access to a wide range of GPU types with enterprise-grade security
Pay-as-you-go
Only pay for the compute time you actually use
API Access
Programmatically manage your GPU instances via REST API
Fast cold-starts
Pods typically ready in 20-30 s
Hot-reload dev loop
SSH & VS Code tunnels built-in
Spot-to-on-demand fallback
Automatic migration on pre-empt

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

Runpod

Advantages

Competitive pricing with pay-per-second billing
Wide variety of GPU options
Simple and intuitive interface

Considerations

GPU availability can vary by region
Some features require technical knowledge

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

Runpod

Pods

On‑demand single‑node GPU instances in Secure Cloud (data‑center hosted) or lower‑cost Community Cloud, with flexible templates and storage.

Serverless

Pay‑per‑second endpoints with automatic scaling for production AI/ML applications.

Instant Clusters

Fully managed multi‑node GPU clusters with high‑speed networking between nodes.

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.

Runpod

Secure Cloud

Pods hosted in vetted data centers; higher reliability tier

Community Cloud

Pods on vetted community hosts at lower rates than Secure Cloud

Spot

Interruptible capacity at reduced prices

Serverless

Pay-per-second billing for endpoint execution time, with automatic scaling and no charge when idle

Clusters

Per-hour or per-second billing for multi-node GPU clusters with no commitment, scaling up to 64 GPUs

Reserved Clusters

Discounted rates for 1, 3, 6, or 12+ month commitments on dedicated clusters with guaranteed availability and SLA-backed uptime; quoted by sales

Public Endpoints

Usage-based billing for pre-deployed model APIs, charged per request, per token, or per 1000 characters depending on the model

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.

Runpod

Get Started

1
Create an account
Sign up for Runpod using your email or GitHub account
2
Add payment method
Add a credit card or cryptocurrency payment method
3
Launch your first pod
Select a template and GPU type to launch your first instance

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.

Runpod

Global Regions

31 global regions worldwide

Support

Documentation site, support request form, public status page, and a community Discord