Real ChatGPT answer · index seed6DPJNe3BU7kcompleteB2B software · developer toolscommercial

What is the general consensus among developers on whether GitHub Actions is cheaper and more scalable than Jenkins for small teams in 2024?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the general consensus among developers on whether GitHub Actions is cheaper and more scalable than Jenkins for small teams in 2024?
2 real searches · 1 real-search pass
GitHub Actions vs Jenkins small teams cost scalability developer opinions 2024Google ↗
OBSERVEDComparison
Reddit GitHub Actions Jenkins cheaper small team self hosted runners 2024Google ↗
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). 1 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 vs Jenkins small teams cost scalability developer opinions 2024 Google ↗
Reddit GitHub Actions Jenkins cheaper small team self hosted runners 2024 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitHub Actions vs Jenkins small teams cost scalability developer opinions 2024
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Reddit GitHub Actions Jenkins cheaper small team self hosted runners 2024
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1