What are the main differences between CircleCI and GitHub Actions for setting up CI/CD pipelines as of this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main differences between CircleCI and GitHub Actions for setting up CI/CD pipelines as of this year?
1 real search · 1 real-search pass
CircleCI vs GitHub Actions 2026 official docs pricing runners workflows features comparisonGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
CircleCI vs GitHub Actions 2026 official docs pricing runners workflows features comparison Google ↗
- GitHub Actions vs CircleCI: CI/CD comparison · circleci.com
- Understanding GitHub Actions · docs.github.com
- NIH GitHub Resource Center · github.nih.gov
- GitHub Actions billing documentation · docs.github.com
- CircleCI · circleci.com
- GitHub Actions · github.com