Security Remediation Comparison
SwarmFlow vs Corgea
Corgea is strong at cutting false-positive noise. SwarmFlow matches that — with explainable reasons — and goes further: it re-scans every patch to prove the fix, learns from your merges, and prioritizes what runs in production.
SwarmFlow
Detection and remediation in one platform, where every fix is re-scanned, regression-tested, confidence-scored, and reachability-ranked before you merge.
- ✓Explainable false-positive scoring (with reasons)
- ✓Re-scan proves the vuln is gone (12 OWASP classes)
- ✓Confidence that self-calibrates from your merges
- ✓Runtime reachability — fix what runs in prod
- ✓Published SFMM + acceptance metrics
🧪
Corgea
An AI SAST platform that auto-detects, triages, and fixes vulnerabilities, with a focus on reducing false-positive noise.
- ✓Auto false-positive detection
- ✓AI triage of findings
- ✓AI-generated fixes
- ✓Established AI SAST product
Choose SwarmFlow if you need…
- → False-positive scoring you can explain and audit
- → Proof each fix removed the vulnerability, before merge
- → A confidence score that improves as your team merges
- → To fix what actually runs in production first
- → Auditable merge-rate metrics (SFMM, acceptance)
- → Transparent, self-serve pricing
Choose Corgea if you need…
- → Primarily AI SAST with noise reduction
- → Auto-triage of an existing finding backlog
- → A standalone detection-first product
Full Feature Comparison
| Feature | SwarmFlow | Corgea |
|---|---|---|
| Core focus | Detect + remediate + prove + learn, in one platform | AI SAST with auto-triage and fixes |
| False-positive auto-detection | ✓ Graded score WITH explainable reasons | ✓ Auto-detects FPs (opaque rationale) |
| Re-scans the patch to PROVE the vuln is gone | ✓ 12 OWASP classes re-validated before the PR | ✗ No published post-fix re-scan |
| Confidence score that learns from your merges | ✓ Self-calibrates per vuln class & workspace | ✗ Not available |
| Runtime reachability prioritization | ✓ Flags vulns that run in prod (Node/Python/Go agents) | ✗ Not available |
| Regression test in every fix PR | ✓ Generated — fails on old code, passes on the fix | ✗ Not available |
| Published merge / acceptance rate | ✓ SFMM + per-class acceptance in the dashboard | ✗ Not published |
| One-click gated merge | ✓ CI-gated merge from the dashboard | Fix PR; merge is manual |
| Remediation memory across fixes | ✓ Learns from every merged fix | ✗ Not available |
| Free plan | ✓ 3 runs/month, unlimited public repos | Free tier / demo |
| Pricing (team) | From $29/month, transparent | Contact sales |
Less noise — and proof, not just fixes
Start for free. Scan your first GitHub repo in 30 seconds — then watch SwarmFlow triage, fix, re-scan, and prove it.
Start Scanning FreeFree plan · 3 scans/month · No credit card