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Google Cloud vs Replicate

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What's good about...

Google Cloud logo Google Cloud

  • Extensive range of managed services with a focus on big data and machine learning
  • BigQuery and Google Kubernetes Engine are widely considered industry-leading solutions
  • 40+ data centers around the world

Replicate logo Replicate

  • Run AI/ML models without having to manage the infrastructure
  • Excellent web UI to explore and try out models without code
  • Train and deploy custom models using Cog

Price comparison

How do Google Cloud's prices compare against Replicate?

VM Small

Closest config to 1 vCPU, 1 GB RAM.
Google Cloud Google Cloud
$20.49 / mo 1 vCPU, 1 GB RAM (E2 custom)
Replicate Replicate
--

VM Medium

Closest config to 4 vCPU, 8 GB RAM.
Google Cloud Google Cloud
$90.15 / mo 4 vCPU, 16 GB RAM (E2 custom)
Replicate Replicate
--

VM Large

Closest config to 8 vCPU, 16 GB RAM (dedicated preferred).
Google Cloud Google Cloud
$179.87 / mo 8 vCPU, 16 GB RAM (E2 custom)
Replicate Replicate
--

Block Storage

Closest config to 100+ GB SSD, 3,000+ IOPS, 100+ MB/s throughput, no snapshots.
Google Cloud Google Cloud
$4.10 / mo 100 GB
Replicate Replicate
--

Object Storage

Closest config to 1 TB stored, 100 GB in / 250 GB out, 1M GET, 100k PUT/POST.
Google Cloud Google Cloud
$24.93 / mo 1 TB
Replicate Replicate
--

Load Balancer

Closest config to TCP, 1 node (1 vCPU, 1 GB RAM), 200+ Mbps, 1,000 conn/sec, 1 TB processed/mo.
Google Cloud Google Cloud
$29.44 / mo
Replicate Replicate
--

Managed PostgreSQL

Closest config to 1 node, 2 vCPU, 4 GB RAM, 50+ GB storage, 10 GB read / 5 GB write per month.
Google Cloud Google Cloud
$93.60 / mo 2 vCPU, 4 GB RAM, 50 GB storage
Replicate Replicate
--

Managed Redis®*

Closest config to 1 node, 1 vCPU, 1 GB RAM, 10 req/s, 1 KB avg request size.
Google Cloud Google Cloud
$35.28 / mo 1 vCPU, 1.55 GiB RAM (Basic)
Replicate Replicate
--

Serverless 25M Executions

Closest config to 25M invocations, 150ms execution time, 512 MB memory.
Google Cloud Google Cloud
$47.62 / mo 25M invocations, 2nd gen, 150 ms duration
Replicate Replicate
--

Free egress allowance

Google Cloud Google Cloud
Depends on service
Replicate Replicate
--

1 TB of egress beyond allowance

Google Cloud Google Cloud
$120.00 $0.12 / GB (Premium network)
Replicate Replicate
--

Replicate logo Replicate Pricing Details

Replicate uses a metered billing model. You only pay as long as your code is running, billed by the second based on the hardware selected.

GPU Fleet Overview

Starting Price

Google Cloud Google Cloud
$0.16/hr
Replicate Replicate
$0.81/hr

Billing Options

Google Cloud Google Cloud
On-DemandSpotReserved (36mo)Reserved (12mo)
Replicate Replicate
On-Demand

Available Models

Google Cloud offers 10 GPU models, while Replicate offers 4.

Google Cloud Google Cloud
H100(24) A100(36) H200(4) B200(4) RTX Pro 6000(16) V100(48) L4(32) T4(48) P100(36) P4(36)
Replicate Replicate
H100(4) A100(4) L40S(2) T4(1)

Heads up: We do our best to keep these specs & prices accurate. However, cloud costs may fluctuate based on region, usage, and other factors not listed here. These are estimates based on common setups and are for informational purposes only. Always verify current rates & exact specs with the provider before provisioning.

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Runpod
Our sponsor
Spin Up a GPU in Seconds - No Setup Required
Deploy AI Models Globally in 24+ Regions
Scale from 0 to 1000 GPUs on Demand
PyTorch, Tensorflow & Docker Ready
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Which services do they offer

Here are some managed services that Google Cloud and Replicate offer:

Service Google Cloud Replicate
Analytics
Block Storage
Content Delivery Network (CDN)
Container Registry
Crash Reporting
GPU-powered Servers
Load Balancer
Managed Containers
Managed Kubernetes
Managed MySQL
Managed PostgreSQL
Managed Redis®*
NoSQL Databases
Object Storage
Performance Monitoring
Push Notifications
Python Notebooks
Realtime Databases
Serverless Cron Jobs
Serverless Functions
Static Sites
User Authentication
Vector Databases
Virtual Private Server (VPS)

Company details

Website
Google Cloud Google Cloud
cloud.google.com
Replicate Replicate
replicate.com
Headquarters
Google Cloud Google Cloud
United States of America
Replicate Replicate
United States of America
Founded
Google Cloud Google Cloud
2008
Replicate Replicate
2019
Data Center Locations
Google Cloud Google Cloud
40
Replicate Replicate
--
Example Customers
Google Cloud Google Cloud
PayPal, GitLab, 20th Century Fox, Target, Scotiabank
Replicate Replicate
BuzzFeed, Labelbox, PhotoAI, Character.ai, Magnific, Unsplash, HeadshotPro

Alternatives to consider

Compare Google Cloud and Replicate against other cloud providers.

View all comparisons

Our data for Google Cloud was last updated on June 22, 2026, and for Replicate on Feb. 12, 2026.

Runpod Logo
Runpod
Our sponsor
Spin Up a GPU in Seconds - No Setup Required
Deploy AI Models Globally in 24+ Regions
Scale from 0 to 1000 GPUs on Demand
PyTorch, Tensorflow & Docker Ready
Learn more