Compare CircleCI and GitHub Actions for running complex test suites on pull requests when keeping build minutes under budget is crucial.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare CircleCI and GitHub Actions for running complex test suites on pull requests when keeping build minutes under budget is crucial.
2 real searches · 1 real-search pass
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
CircleCI pricing compute credits included credits 2026 official pricing GitHub Actions billing included minutes 2026 official Google ↗
CircleCI test splitting parallelism dynamic configuration resource classes official docs GitHub Actions matrix fail-fast cache official docs Google ↗
- Pricing and Plan Information · circleci.com
- Set parallelism dynamically · circleci.com
- Use dynamic test splitting · circleci.com
- Dependency caching · docs.github.com
- Larger runners · docs.github.com
- Actions runner pricing · docs.github.com
- Product usage included with each plan · docs.github.com
- Billing and usage · docs.github.com
- Viewing job execution time · docs.github.com
- Price List · circleci.com
- Using credits · circleci.com
- docs/content/actions/concepts/workflows-and-actions/dependency-caching.md at main · github/docs · github.com
- GitHub Actions billing · docs.github.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CircleCI pricing compute credits included credits 2026 official pricing GitHub Actions billing included minutes 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CircleCI test splitting parallelism dynamic configuration resource classes official docs GitHub Actions matrix fail-fast cache official docs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |