Teams already collaborating in GitHub that want automation close to code review.
Workflow permissions, third-party actions and runner isolation require governance.
Reviewed 2026-10-04 · CI/CD platforms
A decision guide for teams choosing an operating model—not a feature-count contest. Validate current limits and pricing in the linked product documentation before committing.
01 / Short answer
GitHub Actions: Teams already collaborating in GitHub that want automation close to code review.
GitLab CI/CD: Teams wanting source, pipeline and security workflows in the GitLab platform.
02 / Decision matrix
| Criterion | GitHub Actions | GitLab CI/CD |
|---|---|---|
| Operating model | Repository-native automation using workflows, hosted runners and self-hosted runners. | CI/CD integrated with GitLab projects, runners and deployment features. |
| Best fit | Teams already collaborating in GitHub that want automation close to code review. | Teams wanting source, pipeline and security workflows in the GitLab platform. |
| Main trade-off | Workflow permissions, third-party actions and runner isolation require governance. | Platform breadth requires deliberate role and runner administration. |
| Pricing basis | Minutes, storage and runner model | Tier, compute minutes and runner model |
| Portability lens | Most value comes from its own platform integration; price migration explicitly. | Most value comes from its own platform integration; price migration explicitly. |
03 / Selection test
The test should include deployment, identity, telemetry, failure recovery and one real policy requirement. A happy-path deployment cannot expose day-two cost.
Test this with one representative workload and record the operational owner, failure path and exit cost.
Test this with one representative workload and record the operational owner, failure path and exit cost.
Test this with one representative workload and record the operational owner, failure path and exit cost.
Test this with one representative workload and record the operational owner, failure path and exit cost.
Test this with one representative workload and record the operational owner, failure path and exit cost.
Workflow permissions, third-party actions and runner isolation require governance.
Platform breadth requires deliberate role and runner administration.
Name which system owns identity, deployment, policy, telemetry and recovery. If both appear to own the same decision, simplify.
04 / Due diligence
Related comparisons
Gritt can run the proof of concept, map the security boundary and cost the operating model.
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