Real ChatGPT answer · index seedOcqtS08FwyocompleteB2B software · developer toolsbrand

How much does GitLab charge for CI runners nowadays compared to GitHub Actions for small indie projects

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much does GitLab charge for CI runners nowadays compared to GitHub Actions for small indie projects
2 real searches · 1 real-search pass
GitLab CI/CD minutes pricing compute minutes 2026 GitLab.com Free Premium Ultimate pricing officialGoogle ↗
OBSERVEDOther / navigational
GitHub Actions pricing included minutes Linux macOS Windows 2026 official billingGoogle ↗
OBSERVEDOther / navigational

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)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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 CI/CD minutes pricing compute minutes 2026 GitLab.com Free Premium Ultimate pricing official Google ↗
GitHub Actions pricing included minutes Linux macOS Windows 2026 official billing Google ↗
  1. GitHub plans and pricing · github.com
  2. Pricing · about.gitlab.com
  3. Actions runner pricing · docs.github.com
  4. Compute minutes · docs.gitlab.com
  5. GitHub Actions billing · ccn.web.tr

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitLab CI/CD minutes pricing compute minutes 2026 GitLab.com Free Premium Ultimate pricing official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
GitHub Actions pricing included minutes Linux macOS Windows 2026 official billing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1