Real ChatGPT answer · index seeddmaIZeEWxUwcompleteB2B software · developer toolsbrand

How does the pricing for GitLab CI runners compare to GitHub Actions for a startup company?

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does the pricing for GitLab CI runners compare to GitHub Actions for a startup company?
1 real search · 1 real-search pass
GitLab CI/CD compute minutes pricing GitHub Actions pricing 2026 official hosted runners startupGoogle ↗
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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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 CI/CD compute minutes pricing GitHub Actions pricing 2026 official hosted runners startup Google ↗
  1. Pricing · about.gitlab.com
  2. Compute minutes · docs.gitlab.com
  3. Pricing changes for GitHub Actions · github.com
  4. GitLab-hosted runners · docs.gitlab.com
  5. Actions runner pricing · docs.github.com
  6. Product usage included with each plan · docs.github.com
  7. GitHub plans and pricing · github.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitLab CI/CD compute minutes pricing GitHub Actions pricing 2026 official hosted runners startup
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1