Autonomous Remediation Comparison
SwarmFlow vs Cogent Security
Cogent leads on runtime reachability and MTTR. SwarmFlow matches reachability — and proves every fix with a post-patch re-scan, learns from your merges, and publishes the merge rate that says it actually works.
SwarmFlow
Detection and remediation in one platform: reachability-ranked, re-scanned, regression-tested, and confidence-scored before you merge — with the merge rate published.
- ✓Runtime reachability (Node/Python/Go agents)
- ✓Re-scan proves the vuln is gone (12 OWASP classes)
- ✓Confidence that self-calibrates from your merges
- ✓Reachability-weighted SFMM + acceptance metrics
- ✓Own 135-agent detection engine
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Cogent Security
Autonomous vulnerability response focused on closing the gap between disclosure and a fix, with strong runtime reachability and large MTTR reductions.
- ✓Runtime reachability analysis
- ✓Zero-day response workflow
- ✓Large MTTR reductions
- ✓Enterprise-grade response
Choose SwarmFlow if you need…
- → Reachability AND proof each fix removed the vuln
- → A confidence score that improves as your team merges
- → Detection and remediation in one platform
- → Auditable, reachability-weighted merge metrics
- → Self-serve onboarding and transparent pricing
Choose Cogent if you need…
- → Enterprise vulnerability-response program
- → Zero-day disclosure-to-fix workflow
- → MTTR-driven SLAs as the primary metric
Full Feature Comparison
| Feature | SwarmFlow | Cogent Security |
|---|---|---|
| Core focus | Autonomous remediation — detect → fix → prove → merge → learn | Autonomous vulnerability response / MTTR reduction |
| Runtime reachability prioritization | ✓ Node/Python/Go agents flag vulns that run in prod | ✓ Reachability is a core strength |
| 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 |
| Explainable false-positive detection | ✓ Graded FP score with reasons | ✗ Not published |
| Regression test in every fix PR | ✓ Generated — fails on old code, passes on the fix | ✗ Not available |
| Published merge / acceptance rate | ✓ SFMM + reachability-weighted, per-class acceptance | MTTR metrics; no public merge rate |
| Own detection engine | ✓ 135 AI agents + secret/dependency scanners | Response-focused; integrates scanners |
| One-click gated merge | ✓ CI-gated merge from the dashboard | Response workflow |
| Self-serve free plan | ✓ 3 runs/month, unlimited public repos | Enterprise / contact sales |
| Pricing (team) | From $29/month, transparent | Enterprise quotes |
Reachability — and proof it's fixed
Start for free. Scan your first GitHub repo in 30 seconds — then watch SwarmFlow rank by reachability, fix, re-scan, and prove it.
Start Scanning FreeFree plan · 3 scans/month · No credit card