What is the difference between Google Cloud and OpenRouter?

Google Cloud and OpenRouter 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 OpenRouter?

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 OpenRouter?

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 6 different GPU models across both Google Cloud and OpenRouter, with 0 models available from both providers.

Google Cloud vs OpenRouter

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

Google Cloud

Provider 1

GPUs Available

Visit Website

OpenRouter

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Google Cloud GPUs

OpenRouter GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 6Both available: 0Google Cloud: 6OpenRouter: 0

Showing 6 of 6 GPUs

Last updated: 10/2/2026, 7:17:50 PM

GPU Model ↑	Google Cloud Price	OpenRouter Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Google Cloud	$3.04/hr★ Best	Not Available	—	Google Cloud
A100 SXM 80GB VRAM • Google Cloud $3.04/hour Updated: 10/2/2026 ★Best Price Not Available Google Cloud
A100 SXM 40GB 40GB VRAM • Google Cloud	$1.22/hr★ Best 16x GPU	Not Available	—	Google Cloud
A100 SXM 40GB 40GB VRAM • Google Cloud $1.22/hour 16x GPU configuration Updated: 10/2/2026 ★Best Price Not Available Google Cloud
B200 180GB VRAM • Google Cloud	$4.95/hr★ Best 8x GPU	Not Available	—	Google Cloud
B200 180GB VRAM • Google Cloud $4.95/hour 8x GPU configuration Updated: 10/2/2026 ★Best Price Not Available Google Cloud
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: 10/2/2026 ★Best Price Not Available Google Cloud
L4 24GB VRAM • Google Cloud	$0.45/hr★ Best 2x GPU	Not Available	—	Google Cloud
L4 24GB VRAM • Google Cloud $0.45/hour 2x GPU configuration Updated: 9/29/2026 ★Best Price Not Available Google Cloud
RTX PRO 6000 96GB VRAM • Google Cloud	$1.68/hr★ Best	Not Available	—	Google Cloud
RTX PRO 6000 96GB VRAM • Google Cloud $1.68/hour Updated: 10/2/2026 ★Best Price Not Available Google Cloud

A100 SXM 80GB VRAM • Google Cloud	$3.04/hr★ Best	Not Available	—	Google Cloud
A100 SXM 80GB VRAM • Google Cloud $3.04/hour Updated: 10/2/2026 ★Best Price Not Available Google Cloud
A100 SXM 40GB 40GB VRAM • Google Cloud	$1.22/hr★ Best 16x GPU	Not Available	—	Google Cloud
A100 SXM 40GB 40GB VRAM • Google Cloud $1.22/hour 16x GPU configuration Updated: 10/2/2026 ★Best Price Not Available Google Cloud
B200 180GB VRAM • Google Cloud	$4.95/hr★ Best 8x GPU	Not Available	—	Google Cloud
B200 180GB VRAM • Google Cloud $4.95/hour 8x GPU configuration Updated: 10/2/2026 ★Best Price Not Available Google Cloud
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: 10/2/2026 ★Best Price Not Available Google Cloud
L4 24GB VRAM • Google Cloud	$0.45/hr★ Best 2x GPU	Not Available	—	Google Cloud
L4 24GB VRAM • Google Cloud $0.45/hour 2x GPU configuration Updated: 9/29/2026 ★Best Price Not Available Google Cloud
RTX PRO 6000 96GB VRAM • Google Cloud	$1.68/hr★ Best	Not Available	—	Google Cloud
RTX PRO 6000 96GB VRAM • Google Cloud $1.68/hour Updated: 10/2/2026 ★Best Price Not Available Google Cloud

LLM API Pricing Comparison

Total models: 220Both available: 11Google Cloud: 13OpenRouter: 218

Showing 15 of 220 models

Prices per 1M tokens · Last updated: 10/2/2026, 7:17:50 PM

Model ↑	Google Cloud	OpenRouter	Input Diff ↕
Claude 4 Sonnet Anthropic	Not available	$3.00 in $15.00 out	—
Claude Fable 5 Anthropic	Not available	$10.00 in $50.00 out	—
Claude Fable 5.1 Anthropic	Not available	$10.00 in $50.00 out	—
Claude Haiku 4.5 Anthropic	Not available	$1.00 in $5.00 out	—
Claude Opus 4.1 Anthropic	Not available	$15.00 in $75.00 out	—
Claude Opus 4.5 Anthropic	Not available	$5.00 in $25.00 out	—
Claude Opus 4.6 Anthropic	Not available	$5.00 in $25.00 out	—
Claude Opus 4.7 Anthropic	Not available	$5.00 in $25.00 out	—
Claude Opus 4.8 Anthropic	Not available	$5.00 in $25.00 out	—
Claude Opus 5 Anthropic	Not available	$5.00 in $25.00 out	—
Claude Opus 5.5 Anthropic	Not available	$4.00 in $20.00 out	—
Claude Sonnet 4.5 Anthropic	Not available	$3.00 in $15.00 out	—
Claude Sonnet 4.6 Anthropic	Not available	$3.00 in $15.00 out	—
Claude Sonnet 5 Anthropic	Not available	$2.00 in $10.00 out	—
Claude Sonnet 5.5 Anthropic	Not available	$2.00 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.

OpenRouter

Unified Model Access
Single API endpoint for 500+ models from 80+ providers across text, image, video, and audio
Automatic Fallback Routing
Requests automatically route to the best available provider for each model
OpenAI-Compatible API
Drop-in replacement using the OpenAI SDK format
Provider Optimization
Routes to the fastest or cheapest provider based on your preference
Usage-Based Pricing
Pay per token with no minimum commitments or subscriptions
Prompt Caching
Reduced pricing for cached input tokens on supported models

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

OpenRouter

Advantages

Largest selection of models through a single API
Transparent per-token pricing with per-provider comparison for each model
Automatic failover across multiple providers
No vendor lock-in — switch models with a single parameter change

Considerations

Platform fee on pay-as-you-go usage (5.5% Standard, 8% Business)
Latency may be slightly higher due to routing layer
No fine-tuning or custom model training

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

OpenRouter

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.

OpenRouter

Free

25+ free models from a small set of providers, rate limited, with community support

Standard (pay-as-you-go)

Per-token model pricing plus a 5.5% platform fee, with no subscription

Business (pay-as-you-go)

8% platform fee; adds EU/US in-region routing, workload identity federation, and higher workspace limits

Enterprise

Custom agreements with fee discounts, SSO/SAML, contractual SLAs, invoicing options, and a dedicated support team

Prompt caching

Discounted rates for cached input tokens on supported models (paid plans)

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.

OpenRouter

Get Started

1
Create an account
Sign up at openrouter.ai; an organization for your team can be set up later
2
Buy credits
Purchase credits usable with any model or provider (credit card, crypto, and more)
3
Get API key
Create an API key from your dashboard
4
Make API calls
Use OpenAI-compatible endpoints or the OpenRouter Client and Agent SDKs with your key

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.

OpenRouter

Global Regions

Global — routes to providers across multiple regions for optimal latency

Support

Community support on the Free plan, email support on Standard and Business, dedicated support team on Enterprise; documentation and Discord community