Real ChatGPT answer · index seedpfKNxI37xvAcompleteB2B software · developer toolscommercial

What are the best SonarQube alternatives for a small team that integrate well with GitHub Actions and won't break our CI pipeline budget?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best SonarQube alternatives for a small team that integrate well with GitHub Actions and won't break our CI pipeline budget?
3 real searches · 1 real-search pass
SonarQube alternatives small teams GitHub Actions pricing free tier Semgrep CodeQL Codacy Qodana 2026Google ↗
OBSERVEDComparison
GitHub CodeQL code scanning free public repositories private repositories pricing GitHub Advanced Security 2026Google ↗
OBSERVEDOther / navigational
Semgrep pricing free tier CI scans GitHub Actions 2026Google ↗
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 (3)
Short factOther / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
SonarQube alternatives small teams GitHub Actions pricing free tier Semgrep CodeQL Codacy Qodana 2026 Google ↗
GitHub CodeQL code scanning free public repositories private repositories pricing GitHub Advanced Security 2026 Google ↗
Semgrep pricing free tier CI scans GitHub Actions 2026 Google ↗
  1. Pricing · semgrep.dev
  2. GitHub repository · github.com
  3. Pricing · qlty.sh
  4. Website · qlty.sh
  5. Pricing · codacy.com
  6. GitHub · github.com
  7. Website · deepsource.com
  8. Website · jetbrains.com
  9. Website · codeql.github.com
  10. Documentation · docs.github.com
  11. Cannot enable CodeQL in a private repository · docs.github.com
  12. SonarQube Alternatives 2026: Open Source and Small Teams · repowise.dev
  13. 10 SonarQube Alternatives Compared for 2026 · qodex.ai
  14. GitHub plans and pricing · github.com
  15. Building and testing Python · docs.github.com
  16. Dependency caching reference · docs.github.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SonarQube alternatives small teams GitHub Actions pricing free tier Semgrep CodeQL Codacy Qodana 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
GitHub CodeQL code scanning free public repositories private repositories pricing GitHub Advanced Security 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Semgrep pricing free tier CI scans GitHub Actions 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1