The CI/CD Platform Decision

GitHub Actions and GitLab CI are the two dominant CI/CD platforms in 2026. If your code is already on one platform, the answer is usually obvious. But for new projects — or migrations — the choice matters. Here's what I've learned running both in production.

GitHub Actions: Strengths

Ecosystem is unmatched. The GitHub Marketplace has thousands of pre-built actions for everything from deploying to AWS to sending Slack notifications. Most open-source projects use GitHub Actions, so finding examples is easy.

Self-hosted runners are simple to set up. Add a runner to your server in 10 minutes. This is how I deploy this website — a macOS runner on my own machine handles all deployments for free.

Tight GitHub integration. Branch protection rules, required status checks, environment protection rules, and deployment history are all first-class features.

on:
  push:
    branches: [main]

jobs:
  deploy:
    runs-on: self-hosted
    steps:
      - uses: actions/checkout@v4
      - run: ./deploy.sh

GitLab CI: Strengths

All-in-one platform. GitLab includes built-in container registry, package registry, security scanning, dependency scanning, and infrastructure management. With GitHub you need to integrate these separately.

Better for private infrastructure. GitLab's self-hosted option (GitLab CE/EE) gives you full control — useful for enterprises with strict compliance requirements.

Pipeline visualization is superior. GitLab's pipeline UI shows stages, job dependencies, and artifacts more clearly than GitHub Actions' linear view.

stages:
  - test
  - build
  - deploy

deploy:
  stage: deploy
  script:
    - rsync -av . user@server:/app
  only:
    - main

The Honest Comparison

FeatureGitHub ActionsGitLab CI Free minutes (public repos)Unlimited400/month Free minutes (private repos)2,000/month400/month Marketplace/integrationsExcellentGood Self-hostedGoodExcellent Built-in security scanningBasic (paid)Included Pipeline UIGoodExcellent

My Recommendation

Choose GitHub Actions if: your team lives in GitHub, you work with open-source, or you want the largest ecosystem of ready-made integrations.

Choose GitLab CI if: you need a self-hosted all-in-one platform, work in an enterprise with compliance requirements, or value built-in security scanning.

For most small-to-medium teams in 2026: GitHub Actions wins on convenience. For enterprises needing full control: GitLab CI wins on completeness.

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