Security Remediation Comparison
SwarmFlow vs Mobb
Both turn findings into fix PRs. Only SwarmFlow re-scans the patched code to prove the vulnerability is gone, learns from your merge history, and prioritizes the vulnerabilities that actually run in production.
SwarmFlow
An end-to-end remediation platform with its own detection. Every fix is re-scanned, regression-tested, confidence-scored, and reachability-ranked before you merge.
- ✓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
- ✓Own 135-agent detection engine
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Mobb
A dedicated remediation layer that produces deterministic fixes on top of third-party SAST scanners (Checkmarx, Snyk, Fortify and others).
- ✓Deterministic, reviewable fixes
- ✓Integrates with multiple SAST scanners
- ✓Developer-in-the-loop fix workflow
- ✓Established remediation specialist
Choose SwarmFlow if you need…
- → 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
- → Detection and remediation in one platform
- → Auditable merge-rate metrics (SFMM, acceptance)
- → Transparent, self-serve pricing
Choose Mobb if you need…
- → A remediation layer for an existing SAST investment
- → Deterministic fixes for a fixed rule set
- → To keep your current scanner and bolt on fixing
Full Feature Comparison
| Feature | SwarmFlow | Mobb |
|---|---|---|
| Core focus | Autonomous remediation — Find → Fix → Prove → Merge → Learn | Remediation layer on top of third-party SAST |
| Re-scans the patch to PROVE the vuln is gone | ✓ 12 OWASP classes re-validated before the PR | Deterministic fixes, but 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 |
| Explainable false-positive detection | ✓ Graded FP score with reasons | Relies on the upstream scanner |
| 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 | ✗ No public merge rate |
| Own detection engine | ✓ 135 AI agents + secret/dependency scanners | Brings its own none — wraps Checkmarx, Snyk, Fortify… |
| One-click gated merge | ✓ CI-gated merge from the dashboard | Opens a 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 |
Remediation that proves itself
Start for free. Scan your first GitHub repo in 30 seconds — then watch SwarmFlow fix, re-scan, and prove it.
Start Scanning FreeFree plan · 3 scans/month · No credit card