Our GitHub Actions CI/CD pipeline keeps timing out on AWS and I need recommendations for a faster cloud build runner solution that my team can migrate to today.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Our GitHub Actions CI/CD pipeline keeps timing out on AWS and I need recommendations for a faster cloud build runner solution that my team can migrate to today.
4 real searches · 1 real-search pass
Depot CI cloud runners GitHub Actions performance features pricing 2026Google ↗
OBSERVEDOther / navigational
BuildJet GitHub Actions runners cloud performance pricing features 2026Google ↗
OBSERVEDComparison
Blacksmith GitHub Actions runners cloud performance pricing features 2026Google ↗
OBSERVEDOther / navigational
GitHub Actions larger runners AWS CodeBuild self hosted runner comparison 2026Google ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Depot CI cloud runners GitHub Actions performance features pricing 2026 Google ↗
BuildJet GitHub Actions runners cloud performance pricing features 2026 Google ↗
Blacksmith GitHub Actions runners cloud performance pricing features 2026 Google ↗
GitHub Actions larger runners AWS CodeBuild self hosted runner comparison 2026 Google ↗
- Depot setup documentation · depot.dev
- Website and signup · depot.dev
- docs/content/github-actions/overview.mdx at main · depot/docs · github.com
- Blacksmith website · blacksmith.sh
- Best GitHub Actions runners in 2026: 12 options compared (measured) · cibench.com
- Self-hosted vs managed GitHub Actions runners, measured (October 2026) · cibench.com
- RunsOn website · runs-on.com
- GitHub Actions Runner Solutions Comparison · github-actions.com
- GitHub larger runner documentation · docs.github.com
- We're shutting down BuildJet for GitHub Actions · buildjet.com
- docs/content/github-actions/troubleshooting.mdx at main · depot/docs · github.com
- Best practices working with self-hosted GitHub Action runners at scale on AWS · aws.amazon.com
- runs-on/README.md at main · runs-on/runs-on · github.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Depot CI cloud runners GitHub Actions performance features pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
BuildJet GitHub Actions runners cloud performance pricing features 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Blacksmith GitHub Actions runners cloud performance pricing features 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GitHub Actions larger runners AWS CodeBuild self hosted runner comparison 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |