Real ChatGPT answer · index seedAny5yTSKp2McompleteB2B software · developer toolscommercial

how do I choose between circleci and github actions for a small software consultancy running automated tests on every pull request

ChatGPTgpt-64 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
how do I choose between circleci and github actions for a small software consultancy running automated tests on every pull request
4 real searches · 1 real-search pass
GitHub Actions official pricing included minutes storage private repositories 2026Google ↗
OBSERVED
CircleCI official pricing plans credits parallelism resource classes 2026Google ↗
OBSERVED
GitHub Actions reusable workflows environments secrets pull request documentationGoogle ↗
OBSERVED
CircleCI config reuse orbs workflows parallelism documentationGoogle ↗
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 4 queries…

Searches and sources

ChatGPT4 real searches · gpt-6
GitHub Actions official pricing included minutes storage private repositories 2026 Google ↗
CircleCI official pricing plans credits parallelism resource classes 2026 Google ↗
GitHub Actions reusable workflows environments secrets pull request documentation Google ↗
CircleCI config reuse orbs workflows parallelism documentation Google ↗
  1. Configuration reference · circleci.com
  2. Concepts · circleci.com
  3. Orbs overview · circleci.com
  4. Reusable config reference · circleci.com
  5. Pricing and Plan Information · circleci.com
  6. CircleCI plans overview · circleci.com
  7. GitHub pricing · github.com

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitHub Actions official pricing included minutes storage private repositories 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
CircleCI official pricing plans credits parallelism resource classes 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
GitHub Actions reusable workflows environments secrets pull request documentation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
CircleCI config reuse orbs workflows parallelism documentation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1