Real ChatGPT answer · index seedu8CBzvQmeWscompleteB2B software · developer toolsbrand

Is GitHub Actions still cheaper than CircleCI for a small startup running about fifty concurrent builds daily on standard runners?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is GitHub Actions still cheaper than CircleCI for a small startup running about fifty concurrent builds daily on standard runners?
2 real searches · 1 real-search pass
GitHub Actions pricing standard hosted runners minutes included per month Linux per minute 2026 official pricingGoogle ↗
OBSERVEDComparison
CircleCI pricing plan compute credits Linux medium resource class 2026 official pricingGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
GitHub Actions pricing standard hosted runners minutes included per month Linux per minute 2026 official pricing Google ↗
CircleCI pricing plan compute credits Linux medium resource class 2026 official pricing Google ↗
  1. Actions runner pricing · docs.github.com
  2. GitHub Actions billing · docs.github.com
  3. Pricing and Plan Information · circleci.com
  4. Price List · circleci.com
  5. Actions limits · docs.github.com
  6. Pricing changes for GitHub Actions · github.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitHub Actions pricing standard hosted runners minutes included per month Linux per minute 2026 official pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
CircleCI pricing plan compute credits Linux medium resource class 2026 official pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1