Real ChatGPT answer · index seedFNn0WjRZpokcompleteB2B software · developer toolscomparison

Hey can you compare GitLab CI runners to GitHub Actions specifically for a small team trying to keep cloud build costs down this year

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Hey can you compare GitLab CI runners to GitHub Actions specifically for a small team trying to keep cloud build costs down this year
2 real searches · 1 real-search pass
GitHub Actions pricing hosted runners included minutes per minute rates 2026 official pricingGoogle ↗
OBSERVED
GitLab CI/CD compute minutes pricing hosted runners included minutes self-managed runners pricing 2026 officialGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
GitHub Actions pricing hosted runners included minutes per minute rates 2026 official pricing Google ↗
GitLab CI/CD compute minutes pricing hosted runners included minutes self-managed runners pricing 2026 official Google ↗
  1. Pricing · about.gitlab.com
  2. Compute minutes · docs.gitlab.com
  3. Product usage included with each plan · docs.github.com
  4. GitHub Actions billing · docs.github.com
  5. Pricing changes for GitHub Actions · github.com
  6. Actions runner pricing · docs.github.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitHub Actions pricing hosted runners included minutes per minute rates 2026 official pricing
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
GitLab CI/CD compute minutes pricing hosted runners included minutes self-managed runners pricing 2026 official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1