Real ChatGPT answer · index seed3k86wVjPWOkcompleteB2B software · developer toolscommercial

What are the licensing and self-hosting trade-offs when choosing between SonarQube Community and commercial static analysis platforms for a startup?

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the licensing and self-hosting trade-offs when choosing between SonarQube Community and commercial static analysis platforms for a startup?
4 real searches · 1 real-search pass
SonarQube Community Build license LGPL self-hosting official documentation 2026Google ↗
OBSERVEDInstruction
SonarQube Server editions self-hosted commercial licensing features official documentationGoogle ↗
OBSERVEDOther / navigational
Semgrep Community Edition license self-hosted platform deployment official docs pricingGoogle ↗
OBSERVEDComparison
Checkmarx SAST self-managed on-premise licensing officialGoogle ↗
OBSERVEDYes / no

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 (4)
Short factOther / navigational25%Comparison25%ConsequenceReasonDefinitionInstruction25%Yes / no25%

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
SonarQube Community Build license LGPL self-hosting official documentation 2026 Google ↗
SonarQube Server editions self-hosted commercial licensing features official documentation Google ↗
Semgrep Community Edition license self-hosted platform deployment official docs pricing Google ↗
Checkmarx SAST self-managed on-premise licensing official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SonarQube Community Build license LGPL self-hosting official documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
SonarQube Server editions self-hosted commercial licensing features official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Semgrep Community Edition license self-hosted platform deployment official docs pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Checkmarx SAST self-managed on-premise licensing official
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1