How do I set up GitLab CI runners on a cheap cloud VM and is it better than using GitHub Actions
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I set up GitLab CI runners on a cheap cloud VM and is it better than using GitHub Actions
3 real searches · 1 real-search pass
GitLab Runner install Ubuntu Docker executor official documentation 2026Google ↗
OBSERVEDInstruction
GitLab Runner security self-managed runners protected branches Docker executor official docsGoogle ↗
OBSERVEDOther / navigational
GitHub Actions hosted runner pricing Linux minutes self-hosted runner pricing official 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 (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
GitLab Runner install Ubuntu Docker executor official documentation 2026 Google ↗
GitLab Runner security self-managed runners protected branches Docker executor official docs Google ↗
GitHub Actions hosted runner pricing Linux minutes self-hosted runner pricing official 2026 Google ↗
- Install GitLab Runner · docs.gitlab.com
- Install GitLab Runner using the official GitLab repositories · docs.gitlab.com
- Docker executor · docs.gitlab.com
- Security for self-managed runners · docs.gitlab.com
- Run GitLab Runner in a container · docs.gitlab.com
- Actions runner pricing · docs.github.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GitLab Runner install Ubuntu Docker executor official documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
GitLab Runner security self-managed runners protected branches Docker executor official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GitHub Actions hosted runner pricing Linux minutes self-hosted runner pricing official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |