Hey can you tell me if SonarQube is actually better than just using the built in code scanning in GitHub for a small startup team
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Hey can you tell me if SonarQube is actually better than just using the built in code scanning in GitHub for a small startup team
1 real search · 1 real-search pass
GitHub code scanning CodeQL features plans pull request security analysis 2026 SonarQube Cloud features pricing quality gates startup comparisonGoogle ↗
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
GitHub code scanning CodeQL features plans pull request security analysis 2026 SonarQube Cloud features pricing quality gates startup comparison Google ↗
- Feature comparison table | SonarQube Community Build · docs.sonarsource.com
- SonarQube Cloud · GitHub Marketplace · github.com
- GitHub security features · docs.github.com
- GitHub Code Quality generally available July 20, 2026 · github.blog
- About GitHub Advanced Security · docs.github.com
- docs.sonarsource.com · docs.sonarsource.com