Real ChatGPT answer · index seedXaYYYVE3jI0completeB2B software · developer toolsbrand

What is the total cost of ownership for a self-hosted Jenkins setup versus GitHub Actions once you factor in security patching and server downtime?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the total cost of ownership for a self-hosted Jenkins setup versus GitHub Actions once you factor in security patching and server downtime?
3 real searches · 1 real-search pass
GitHub Actions pricing hosted runners minutes included per month official 2026 pricingGoogle ↗
OBSERVED
Jenkins security advisory upgrade maintenance administration official documentation controller agents backupGoogle ↗
OBSERVED
GitHub Actions SLA uptime service level agreement status hosted runnersGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
GitHub Actions pricing hosted runners minutes included per month official 2026 pricing Google ↗
Jenkins security advisory upgrade maintenance administration official documentation controller agents backup Google ↗
GitHub Actions SLA uptime service level agreement status hosted runners Google ↗
  1. Security Advisories · jenkins.io
  2. Jenkins Security · jenkins.io
  3. Backing-up/Restoring Jenkins · jenkins.io
  4. Actions runner pricing · docs.github.com
  5. Billing and usage · docs.github.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitHub Actions pricing hosted runners minutes included per month official 2026 pricing
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Jenkins security advisory upgrade maintenance administration official documentation controller agents backup
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
GitHub Actions SLA uptime service level agreement status hosted runners
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1