Google Cloud Run review

Google Cloud Run is sixth: it is one of the most capable options for containers, but it asks for more setup than the platforms above it. You deploy a container or source code in any language and Cloud Run scales it, down to zero when no requests arrive. Services can use request-based billing, which includes 2 million requests, 180,000 vCPU-seconds and 360,000 GiB-seconds free every month, or instance-based billing for always-on work, with a separate free allowance. Jobs run batch and scheduled tasks, and on-demand NVIDIA L4 GPUs serve AI inference. Usage is billed for the resources you use, rounded up to the nearest 100 milliseconds, and committed use discounts cut the rate for steady loads. The free tier is shared across projects on a billing account and resets monthly. The downsides are the Google Cloud console, IAM and billing setup, plus a long list of SKUs and regional tiers. For teams already on Google Cloud, it is the natural home for APIs and bots.

Who it is for

Teams that already build containers and want them to scale to zero on Google Cloud.

Price

Pay per use; request-based billing includes 2 million requests, 180,000 vCPU-seconds and 360,000 GiB-seconds free per month.

Free tier (based on us-central1 active pricing): CPU - First 180,000 vCPU-seconds free per month RAM - First 360,000 GiB-seconds free per month Requests - 2 million requests free per month
Quoted from the vendor pricing page on November 7, 2026.

Key features

• Deploy containers or source code in any language
• Scales to zero when there are no requests
• Request-based and instance-based billing for services, plus jobs
• On-demand NVIDIA L4 GPUs for AI inference
• Committed use discounts for steady workloads

Strengths and weaknesses

• Strength: Monthly free tier resets every month, not just for new accounts
• Strength: Billing rounds up to the nearest 100 milliseconds
• Strength: Runs any language or framework that fits in a container
• Weakness: Google Cloud's project, IAM and billing setup takes longer than a PaaS
• Weakness: Many SKUs and regional price tiers to read
• Weakness: No flat monthly plan to cap costs

Key facts

• Free requests: 2 million per month (request-based billing)
• Free CPU: 180,000 vCPU-seconds per month
• Free memory: 360,000 GiB-seconds per month
• GPUs: On-demand NVIDIA L4

Where it ranks

Google Cloud Run is No. 6 in our Best App Hosting Platforms verdict.