Help me compare SonarQube and Checkmarx for scanning code vulnerabilities in a Python application I am writing to manage my coin collection database.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Help me compare SonarQube and Checkmarx for scanning code vulnerabilities in a Python application I am writing to manage my coin collection database.
2 real searches · 1 real-search pass
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)
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
SonarQube official Python security analysis SAST taint analysis supported languages editions pricing 2026 Google ↗
Checkmarx One official SAST Python support capabilities SCA IaC pricing 2026 Google ↗
- SonarQube Server Plans & Pricing | Sonar · sonarsource.com
- Download & Install SonarQube · sonarsource.com
- SonarQube | Code Quality, Security & Verification Tools · sonarsource.com
- Agentic Cloud-Native AppSec Platform Pricing · checkmarx.com
- SAST Scanner · docs.checkmarx.com
- SCA Scanner · docs.checkmarx.com
- Supported Languages and Package Managers · docs.checkmarx.com
- Bandit documentation · bandit.readthedocs.io
- pip-audit documentation · github.com
- SonarQube documentation · docs.sonarsource.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SonarQube official Python security analysis SAST taint analysis supported languages editions pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Checkmarx One official SAST Python support capabilities SCA IaC pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |