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Google Cloud Run

Google Cloud Run is a fully managed platform for running code, functions, and containers on Google’s infrastructure.

Place
#18 of 29
Score
5.7
Google Cloud Run's website

What Google Cloud Run is

Google Cloud Run is a fully managed platform for running code, functions, and containers on Google’s infrastructure. Workloads can run as services, jobs, worker pools, or instances, with automatic scaling up and down from zero. For supported languages, Google Cloud buildpacks can build and deploy source code without a Dockerfile. Cloud Run also supports hosting large language models and real-time AI inference using GPUs. It is available through API, Linux, and web, and integrates with Cloud Build, Artifact Registry, Cloud Deploy, Google Cloud Observability, Firestore, Spanner, Cloud SQL, Cloud Storage, Memorystore, BigQuery, and Secret Manager. Service endpoints use TLS termination and encrypted channels to the appropriate region. Containers must use the Linux x86_64 ABI and are isolated with Linux namespaces and security profiles. Requests can last up to 60 minutes; instances can use up to 32 GiB memory and 8 vCPU. A free plan and trial are available, with $300 in credits for new customers.

Good

  • Scales containers automatically from zero
  • Runs services, jobs, worker pools, or instances
  • Builds supported source code without Dockerfiles
  • Supports GPU-based real-time AI inference
  • Free plan and trial available

Watch out

  • Containers must use Linux x86_64 ABI
  • Requests are limited to 60 minutes
  • Instances are limited to 32 GiB and 8 vCPU
  • Pay-as-you-go charges apply beyond free allowances

Who it suits

It suits developers deploying services, jobs, containers, or AI inference without managing application infrastructure directly. API, Linux, and web access are supported.

Verdict

Cloud Run combines managed container execution, scale-to-zero behavior, source deployment, and AI workload support. Check runtime limits, architecture requirements, and usage billing for your workload.

Plans and prices

From Google Cloud Run's own pricing page, checked 30 Sep 2026.

All about pricing
PlanPriceWhat it gives you
Pay-as-you-go—Free tier: first 240,000 vCPU-seconds and 450,000 GiB-seconds free per month; pricing varies by region and billing configuration · Pay-per-use; CPU $0.00001800 / vCPU-second and memory $0.00000200 / GiB-second beyond the free tier.

The facts

Each one read from Google Cloud Run's own pages, with the date it was checked.

What it does

AI workloads
Cloud Run supports hosting LLMs and real-time AI inference using GPUs.checked 30 Sep 2026
Autoscaling
Cloud Run automatically scales containers up and down from zero.checked 30 Sep 2026
Container support
Containers must use the Linux x86_64 ABI, and Cloud Run isolates containers using Linux namespaces and security profiles.checked 30 Sep 2026
Integrations
Recommended integrations include Cloud Build, Artifact Registry, Cloud Deploy, Google Cloud Observability, Firestore, Spanner, Cloud SQL, Cloud Storage, Memorystore, BigQuery, and Secret Manager.checked 30 Sep 2026
Limits
A Cloud Run request can last up to 60 minutes, and a container instance can use up to 32 GiB of memory and 8 vCPU.checked 30 Sep 2026
Purpose
Cloud Run is a fully managed application platform for running code, functions, or containers on Google's infrastructure.checked 30 Sep 2026
Security
Cloud Run runs on Google's Borg infrastructure, and its service endpoints use TLS termination and encrypted channels to the appropriate region.checked 30 Sep 2026
Source deployment
Cloud Run can build and deploy source code using Google Cloud buildpacks without requiring a Dockerfile for supported languages.checked 30 Sep 2026
Support
All Google Cloud customers, including free-trial customers, get Basic Support with documentation, community forums, billing assistance, and Active Assist.checked 30 Sep 2026
Workloads
Code can run as a service, job, worker pool, or instance.checked 30 Sep 2026

Money

Trial credits
New customers get $300 in free credits to try Cloud Run and other Google Cloud products.checked 30 Sep 2026

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