Security Scanner Comparison
SwarmFlow vs SonarQube
SonarQube is a powerful rule-based static analyzer — but it means rulesets, tuning, and a server to run. SwarmFlow is hosted AI that understands your code's intent and ships paste-ready fixes.
SwarmFlow
Hosted, AI-powered security scanning. Connect a repo and get context-aware findings with fixes in 30 seconds — no server to maintain.
- ✓advanced AI — understands code context
- ✓Nothing to host or tune
- ✓Paste-ready fixes + auto fix PRs
- ✓CI gate via GitHub Action
- ✓Free plan: 3 scans/month
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SonarQube
A mature static-analysis platform with deep code-quality metrics and configurable rulesets, widely used in enterprise CI pipelines.
- ✓Deep code-quality metrics
- ✓Large configurable ruleset library
- ✓Quality Gates in CI
- ✓Self-host (Community) or SonarCloud
- ✓Established enterprise adoption
Choose SwarmFlow if you need…
- → AI that understands logic, not just rule matches
- → Zero infrastructure — nothing to host or patch
- → Paste-ready fixes and one-click fix PRs
- → A fast CI gate via a GitHub Action
- → Security-focused scanning over code-style metrics
Choose SonarQube if you need…
- → Deep code-quality + maintainability metrics
- → Highly configurable, deterministic rulesets
- → A fully self-hosted, on-prem deployment
- → Long-standing enterprise tooling integrations
Full Feature Comparison
| Feature | SwarmFlow | SonarQube |
|---|---|---|
| Detection engine | advanced AI — understands code intent | Rule-based static analysis (rulesets) |
| Setup | Connect GitHub, scan in 30s — nothing to host | Self-host a server or pay for SonarCloud |
| False positive rate | Very low — AI reads context | Can be high without rule tuning |
| Languages | All languages (semantic, no parser needed) | 30+ via language analyzers |
| Fix suggestions | AI-generated, paste-ready fixes + fix PRs | Issue descriptions; manual fixes |
| Secret / API key detection | ✓ Dedicated Secret Scanner agent | Available in commercial editions |
| Dependency CVEs | ✓ OSV-backed CVE agent | Limited (separate tooling) |
| GitHub Issues auto-creation | ✓ Built-in on Pro | ✗ Not native |
| PDF security reports | ✓ One-click export | Enterprise reporting add-ons |
| CI/CD gate | ✓ swarmflow-security/scan-action | ✓ Quality Gate (needs server) |
| Free plan | ✓ 3 runs/month, unlimited public repos | Community Edition (self-hosted) |
| Hosting / maintenance | Fully hosted — zero ops | You maintain the server (Community) |
Try the Hosted AI Alternative
No server to run. Scan your first GitHub repo in 30 seconds — free, no credit card.
Start Scanning FreeFree plan · 3 scans/month · No credit card