We are evaluating tools for setting up GitLab CI runners on AWS EC2 versus managed runners for a lean development team.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are evaluating tools for setting up GitLab CI runners on AWS EC2 versus managed runners for a lean development team.
1 real search · 1 real-search pass
GitLab hosted runners pricing compute minutes 2026 GitLab documentation AWS EC2 self-managed runner autoscaling docker autoscalerGoogle ↗
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
GitLab hosted runners pricing compute minutes 2026 GitLab documentation AWS EC2 self-managed runner autoscaling docker autoscaler Google ↗
- Docker Machine Executor autoscale configuration · docs.gitlab.com
- GitLab Runner instance group autoscaler · docs.gitlab.com
- Compute minutes · docs.gitlab.com
- Managing compute minutes FAQ · about.gitlab.com