Is GitLab CI cheaper than Jenkins when you factor in the maintenance hours and the cost of runner infrastructure for a ten-person dev team?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is GitLab CI cheaper than Jenkins when you factor in the maintenance hours and the cost of runner infrastructure for a ten-person dev team?
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
GitLab pricing Premium per user CI/CD minutes compute minutes 2026 official Google ↗
Jenkins self hosted maintenance costs CI infrastructure runner costs comparison GitLab CI Jenkins Google ↗
- Pricing · about.gitlab.com
- Compute minutes · docs.gitlab.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GitLab pricing Premium per user CI/CD minutes compute minutes 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Jenkins self hosted maintenance costs CI infrastructure runner costs comparison GitLab CI Jenkins OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |