What is the difference between Google Cloud and Prime Intellect?

Google Cloud and Prime Intellect 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 Prime Intellect?

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 Prime Intellect?

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 5 different GPU models across both Google Cloud and Prime Intellect, with 0 models available from both providers.

Google Cloud vs Prime Intellect

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

Google Cloud

Provider 1

GPUs Available

Visit Website

Prime Intellect

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Google Cloud GPUs

Prime Intellect GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 5Both available: 0Google Cloud: 5Prime Intellect: 0

Showing 5 of 5 GPUs

Last updated: 9/28/2026, 6:10:11 AM

GPU Model ↑	Google Cloud Price	Prime Intellect 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: 9/26/2026 ★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: 9/26/2026 ★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: 9/26/2026 ★Best Price Not Available Google Cloud
L4 24GB VRAM • Google Cloud	$0.60/hr★ Best 4x GPU	Not Available	—	Google Cloud
L4 24GB VRAM • Google Cloud $0.60/hour 4x GPU configuration Updated: 9/26/2026 ★Best Price Not Available Google Cloud
RTX PRO 6000 96GB VRAM • Google Cloud	$1.77/hr★ Best	Not Available	—	Google Cloud
RTX PRO 6000 96GB VRAM • Google Cloud $1.77/hour Updated: 9/26/2026 ★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: 9/26/2026 ★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: 9/26/2026 ★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: 9/26/2026 ★Best Price Not Available Google Cloud
L4 24GB VRAM • Google Cloud	$0.60/hr★ Best 4x GPU	Not Available	—	Google Cloud
L4 24GB VRAM • Google Cloud $0.60/hour 4x GPU configuration Updated: 9/26/2026 ★Best Price Not Available Google Cloud
RTX PRO 6000 96GB VRAM • Google Cloud	$1.77/hr★ Best	Not Available	—	Google Cloud
RTX PRO 6000 96GB VRAM • Google Cloud $1.77/hour Updated: 9/26/2026 ★Best Price Not Available Google Cloud

LLM API Pricing Comparison

Total models: 113Both available: 8Google Cloud: 13Prime Intellect: 108

Showing 15 of 113 models

Prices per 1M tokens · Last updated: 9/28/2026, 6:10:11 AM

Model ↑	Google Cloud	Prime Intellect	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 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	—
DeepSeek V3.1 DeepSeek	Not available	$0.600 in $1.70 out	—
DeepSeek V3.1 Terminus DeepSeek	Not available	$0.270 in $1.00 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.

Prime Intellect

Multi-provider GPU access
On-demand access to 1 to 256 GPUs sourced from many clouds, managed from one dashboard, CLI, and API
Reserved clusters
Large-cluster requests sent to 50+ data centers for parallel quotes, from H100 and H200 to B200, B300, and GB300 NVL72
Prime Intellect Inference
OpenAI-compatible API for hosted open-weight models and gateway access to OpenAI, Anthropic, Google, xAI, and other model families, billed per token
Hosted RL training
Lab runs reinforcement-learning post-training against environments from the Environments Hub, with LoRA adapters deployable for inference
Orchestration and networking
SLURM and Kubernetes orchestration, InfiniBand networking, and Grafana monitoring for clusters
Spot resale
Idle reserved nodes can be put on Prime Intellect's spot market

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

Prime Intellect

Advantages

One account for GPUs across many underlying providers
Per-token inference rates are published through a public models endpoint
Inference, training, and GPU rental on the same platform
Publishes open-source models, datasets, and RL tooling

Considerations

GPU rates are only available after sign-in through the availability API, so they are not tracked here
As an aggregator, hardware, networking, and support depend on the underlying provider
Gateway models are routed to other inference providers rather than served on Prime Intellect's own hardware

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

Prime Intellect

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.

Prime Intellect

On-demand GPUs

Hourly rates set per underlying provider, with community and spot tiers where available

Reserved clusters

Quoted per request from participating data centers

Per token

Inference billed per 1M input and output tokens, with cached-input rates on hosted models

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.

Prime Intellect

Get Started

1
Create an account
Sign up at app.primeintellect.ai
2
Rent GPUs
Pick a GPU type, count, and provider from the availability list, then provision from the dashboard or the prime CLI
3
Call the inference API
Create an API key and point an OpenAI-compatible client at api.pinference.ai

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.

Prime Intellect

Support

Documentation, plus direct assistance from the research and infrastructure engineering team and a dedicated solutions engineer for reserved-cluster customers