What is the difference between Anthropic and Google Cloud?

Anthropic 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: Anthropic 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 Anthropic 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 9 different GPU models across both Anthropic and Google Cloud, with 0 models available from both providers.

Anthropic vs Google Cloud

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

Anthropic

Provider 1

GPUs Available

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Google Cloud

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Anthropic GPUs

Google Cloud GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 9Both available: 0Anthropic: 0Google Cloud: 9

Showing 9 of 9 GPUs

Last updated: 11/9/2026, 3:10:16 PM

GPU Model ↑	Anthropic Price	Google Cloud Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Google Cloud	Not Available	$2.98/hr★ Best	—	Google Cloud
A100 SXM 80GB VRAM • Not Available Google Cloud $2.98/hour Updated: 11/9/2026 ★Best Price Google Cloud
A100 SXM 40GB 40GB VRAM • Google Cloud	Not Available	$1.22/hr★ Best 16x GPU	—	Google Cloud
A100 SXM 40GB 40GB VRAM • Not Available Google Cloud $1.22/hour 16x GPU configuration Updated: 11/9/2026 ★Best Price Google Cloud
B200 180GB VRAM • Google Cloud	Not Available	$4.95/hr★ Best 8x GPU	—	Google Cloud
B200 180GB VRAM • Not Available Google Cloud $4.95/hour 8x GPU configuration Updated: 11/9/2026 ★Best Price Google Cloud
H100 SXM 80GB VRAM • Google Cloud	Not Available	$4.86/hr★ Best 8x GPU	—	Google Cloud
H100 SXM 80GB VRAM • Not Available Google Cloud $4.86/hour 8x GPU configuration Updated: 11/9/2026 ★Best Price Google Cloud
H200 141GB VRAM • Google Cloud	Not Available	$4.65/hr★ Best 8x GPU	—	Google Cloud
H200 141GB VRAM • Not Available Google Cloud $4.65/hour 8x GPU configuration Updated: 11/9/2026 ★Best Price Google Cloud
L4 24GB VRAM • Google Cloud	Not Available	$0.32/hr★ Best	—	Google Cloud
L4 24GB VRAM • Not Available Google Cloud $0.32/hour Updated: 11/9/2026 ★Best Price Google Cloud
RTX PRO 6000 96GB VRAM • Google Cloud	Not Available	$1.68/hr★ Best	—	Google Cloud
RTX PRO 6000 96GB VRAM • Not Available Google Cloud $1.68/hour Updated: 11/9/2026 ★Best Price Google Cloud
Tesla T4 16GB VRAM • Google Cloud	Not Available	$0.16/hr★ Best	—	Google Cloud
Tesla T4 16GB VRAM • Not Available Google Cloud $0.16/hour Updated: 11/9/2026 ★Best Price Google Cloud
Tesla V100 32GB VRAM • Google Cloud	Not Available	$1.12/hr★ Best	—	Google Cloud
Tesla V100 32GB VRAM • Not Available Google Cloud $1.12/hour Updated: 11/9/2026 ★Best Price Google Cloud

A100 SXM 80GB VRAM • Google Cloud	Not Available	$2.98/hr★ Best	—	Google Cloud
A100 SXM 80GB VRAM • Not Available Google Cloud $2.98/hour Updated: 11/9/2026 ★Best Price Google Cloud
A100 SXM 40GB 40GB VRAM • Google Cloud	Not Available	$1.22/hr★ Best 16x GPU	—	Google Cloud
A100 SXM 40GB 40GB VRAM • Not Available Google Cloud $1.22/hour 16x GPU configuration Updated: 11/9/2026 ★Best Price Google Cloud
B200 180GB VRAM • Google Cloud	Not Available	$4.95/hr★ Best 8x GPU	—	Google Cloud
B200 180GB VRAM • Not Available Google Cloud $4.95/hour 8x GPU configuration Updated: 11/9/2026 ★Best Price Google Cloud
H100 SXM 80GB VRAM • Google Cloud	Not Available	$4.86/hr★ Best 8x GPU	—	Google Cloud
H100 SXM 80GB VRAM • Not Available Google Cloud $4.86/hour 8x GPU configuration Updated: 11/9/2026 ★Best Price Google Cloud
H200 141GB VRAM • Google Cloud	Not Available	$4.65/hr★ Best 8x GPU	—	Google Cloud
H200 141GB VRAM • Not Available Google Cloud $4.65/hour 8x GPU configuration Updated: 11/9/2026 ★Best Price Google Cloud
L4 24GB VRAM • Google Cloud	Not Available	$0.32/hr★ Best	—	Google Cloud
L4 24GB VRAM • Not Available Google Cloud $0.32/hour Updated: 11/9/2026 ★Best Price Google Cloud
RTX PRO 6000 96GB VRAM • Google Cloud	Not Available	$1.68/hr★ Best	—	Google Cloud
RTX PRO 6000 96GB VRAM • Not Available Google Cloud $1.68/hour Updated: 11/9/2026 ★Best Price Google Cloud
Tesla T4 16GB VRAM • Google Cloud	Not Available	$0.16/hr★ Best	—	Google Cloud
Tesla T4 16GB VRAM • Not Available Google Cloud $0.16/hour Updated: 11/9/2026 ★Best Price Google Cloud
Tesla V100 32GB VRAM • Google Cloud	Not Available	$1.12/hr★ Best	—	Google Cloud
Tesla V100 32GB VRAM • Not Available Google Cloud $1.12/hour Updated: 11/9/2026 ★Best Price Google Cloud

LLM API Pricing Comparison

Total models: 27Both available: 0Anthropic: 14Google Cloud: 13

Showing 15 of 27 models

Prices per 1M tokens · Last updated: 11/9/2026, 3:10:15 PM

Model ↑	Anthropic	Google Cloud	Input Diff ↕
Claude Fable 5 Anthropic	$10.00 in $50.00 out	Not available	—
Claude Fable 5.1 Anthropic	$10.00 in $50.00 out	Not available	—
Claude Haiku 4.5 Anthropic	$1.00 in $5.00 out	Not available	—
Claude Haiku 5.5 Anthropic	$0.100 in $0.500 out	Not available	—
Claude Opus 4.5 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 4.6 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 4.7 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 4.8 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 5 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 5.5 Anthropic	$4.00 in $20.00 out	Not available	—
Claude Sonnet 4.5 Anthropic	$3.00 in $15.00 out	Not available	—
Claude Sonnet 4.6 Anthropic	$3.00 in $15.00 out	Not available	—
Claude Sonnet 5 Anthropic	$2.00 in $10.00 out	Not available	—
Claude Sonnet 5.5 Anthropic	$2.00 in $10.00 out	Not available	—
Gemini 2.0 Flash Google	Not available	$0.150 in $0.600 out	—

Features Comparison

Anthropic

Claude Model Family
Access to the Claude model family including Fable 5, Opus 5, Sonnet 5, and Haiku 4.5, plus the Mythos line
Claude Code
Agentic coding assistant in your terminal for enhanced development workflows
Claude Cowork
Collaborative workspace features for team projects and shared workflows
Claude Design
Design-focused product surface included with paid Claude plans
Claude Science
Customizable app for researchers that integrates common research tools and packages, produces auditable artifacts, and provides flexible access to computing resources
Claude Security
Security features and tools for enterprise security teams

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

Anthropic

Advantages

Clean API design with SDKs for Python, TypeScript, Go, Java, Ruby, PHP, and C#
200K token context window across all plans
Cost savings via prompt caching and the Batch API
Comprehensive documentation with quickstarts, courses, and a cookbook

Considerations

No image or video generation capabilities
Higher cost for top-tier Fable and Opus models
Closed source proprietary models

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

Anthropic

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

Anthropic

Pay-per-token API

Per million token pricing for Claude models with competitive rates

Consumer Plans

Free, Pro, and Max subscription tiers for individual use, billed monthly or annually

Team Plans

Per-seat pricing with monthly or annual billing, central billing, and SSO

Enterprise Plans

Self-serve and sales-assisted per-seat pricing with advanced admin, security, and compliance features, also available via AWS Marketplace

Prompt Caching

90% savings on cached content with 5-minute and 1-hour options

Batch API

50% discount on all tokens for async processing

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

Anthropic

Get Started

1
Create Console account
Sign up at platform.claude.com
2
Generate API key
Create an API key from Account Settings
3
Install SDK
pip install anthropic (Python) or npm install @anthropic-ai/sdk (TypeScript)
4
Make first API call
Call the Messages API endpoint with your API key

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

Anthropic

Global Regions

150+ countries including US, Canada, UK, EU, Australia, Japan. Available via direct API, Amazon Bedrock, Google Cloud Vertex AI, and Microsoft Foundry

Support

Documentation, Discord community, email support, Help Center, status page, and enterprise support options

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.