Is migrating from Jenkins to GitHub Actions really going to save us money when factoring in the cost of refactoring all our existing build scripts?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is migrating from Jenkins to GitHub Actions really going to save us money when factoring in the cost of refactoring all our existing build scripts?
3 real searches · 1 real-search pass
GitHub Actions pricing hosted runners minutes storage self-hosted runner pricing 2026 officialGoogle ↗
OBSERVEDComparison
Jenkins cost of ownership maintenance CI CD migration GitHub Actions build scripts migration effortGoogle ↗
OBSERVEDReason
GitHub Actions billing documentation usage limits included minutes 2026Google ↗
OBSERVEDConsequence
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
GitHub Actions pricing hosted runners minutes storage self-hosted runner pricing 2026 official Google ↗
Jenkins cost of ownership maintenance CI CD migration GitHub Actions build scripts migration effort Google ↗
GitHub Actions billing documentation usage limits included minutes 2026 Google ↗
- docs/content/billing/reference/actions-runner-pricing.md at main · github/docs · github.com
- GitHub Actions billing · docs.github.com
- Reduced pricing for GitHub-hosted runners usage · github.blog
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GitHub Actions pricing hosted runners minutes storage self-hosted runner pricing 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Jenkins cost of ownership maintenance CI CD migration GitHub Actions build scripts migration effort OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
GitHub Actions billing documentation usage limits included minutes 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |