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Google Cloud Run

Google
closed / Overall score: 4.6(leading)

Runs any OCI container image as a fully managed Google Cloud service, autoscaling from zero and billing either per request or for full instance time. Google offers individual Cloud Run instances for long-running background agents in preview, and a sandbox mode, also in preview, lets a service run untrusted or generated code in an isolated environment. Isolation comes from a choice of two execution environments, one built on gVisor and one on Linux microVMs.

Openness

1 high confidence
1.0
license
Proprietary
service
proprietary(Google SaaS)
source
closed
isolation-runtime
gVisor(open source, github.com/google/gvisor) but the Cloud Run product/control-plane is proprietary

Cloud Run is a proprietary managed service with no self-hosted release. gVisor, one of its isolation layers, is open source but is a separate product.

  • https://cloud.google.com/run recorded 2026-09-29

    The Cloud Run product page lists "Any language, any library, any binary" and says "GPU instances start in 5 seconds and scale to zero."

  • https://cloud.google.com/terms/ recorded 2026-09-29

    The Google Cloud Terms of Service define GCP Services as "the then-current services described at" the Services Summary and, in section 3.3, bar customers from copying or creating a "derivative work of the Services; (b) reverse engineer," or attempting to "extract any or all of the source code of, the Services".

  • https://cloud.google.com/terms/services recorded 2026-09-29

    The Google Cloud Platform Services Summary lists Cloud Run as a covered Service under the Agreement: "Cloud Run Services lets you run http request-driven workloads in a fully serverless manner." and "Cloud Run Jobs let you run serverless containers that run a specific task to completion and then exit."

  • https://github.com/google/gvisor recorded 2026-08-13

    gVisor (Cloud Run's isolation runtime) is the open source component, distinct from the closed product

  • https://raw.githubusercontent.com/google/gvisor/master/LICENSE recorded 2026-09-29

    The gVisor repository LICENSE file, the open isolation runtime used by Cloud Run and distinct from the proprietary service, is the "Apache License" text headed "Version 2.0, January 2004".

Adoption

5 high confidence
5.0

Cloud Run's adoption reading comes from Google's own disclosures rather than a countable package or registry artifact, since the service publishes neither. Those disclosures describe broad growth in the developer and application base and name Replit as a customer running its primary hosting on the platform.

Capability

4 medium confidence
4.0

Cloud Run runs any container image at hyperscaler scale, with scale to zero and GPU instances, and isolates it in either a gVisor-based or a Linux microVM-based execution environment. Its sandbox mode for untrusted or AI-generated code and its long-running instances for background agents are both still in preview, and independent ComputeSDK benchmarks place its start-up speed mid-field among sandbox providers.

  • https://cloud.google.com/blog/products/serverless/whats-new-for-cloud-run-at-next26 recorded 2026-09-29

    The launch blog previews individual instances, "you can create individual Cloud Run instances", for long-running background agents and describes a built-in sandbox tool as "you will be able to very quickly spin up an ephemeral sandbox".

  • https://cloud.google.com/run recorded 2026-09-29

    The Cloud Run product page lists "Any language, any library, any binary" and says "GPU instances start in 5 seconds and scale to zero."

  • https://cloud.google.com/run/docs/overview/what-is-cloud-run recorded 2026-09-29

    The overview says "You can deploy code written in any programming language on Cloud Run if you can build a container image from it." and describes "Cloud Run is a fully managed application platform for running your code, function, or container".

  • https://cloud.google.com/run/docs/securing/security recorded 2026-09-29

    The security design overview lists a gVisor-based first generation and a second generation described as "Based on Linux microVMs, this option provides more" compatibility and performance for custom workloads.

  • https://cloud.google.com/run/pricing recorded 2026-09-29

    The pricing page separates "Services (Requests-based billing)" from "Services (Instance-based billing)".

  • https://docs.cloud.google.com/run/docs/configuring/services/sandboxes recorded 2026-09-29

    The Cloud Run sandboxes docs page is marked Preview and says "Cloud Run sandboxes provide a fast, secure, and isolated environment to" execute untrusted code or run tools such as AI agents, enabled with the sandbox-launcher flag on a service.

  • https://www.computesdk.com/benchmarks/sandboxes/ recorded 2026-09-29

    The ComputeSDK page describes "Independently verified sandbox benchmarks run on a recurring schedule" and lists Cloud Run 11th of 27 on the 2026-09-25 Sandbox Burst TTI composite score with 93.9; the page body no longer carries a median time-to-interactive in seconds.

Verified 2026-09-29, except some scores, still awaiting re-confirmation