Prbl vs Checkmarx

Prbl vs Checkmarx for AI-generated code

Checkmarx is an enterprise application security platform built for large, compliance-driven security programs. Prbl is the opposite by design: narrow, turnkey, and tuned for the specific flaws AI coding tools leave behind.

FeaturePrblThem
Enterprise SAST breadth and language coverageFocused on JS/TS and PythonVery broad
Compliance and governance reportingNot the focusCore strength
AI-generated file detectionYes, built for thisNo
Setup and time to first resultPaste a repo or URL, secondsEnterprise onboarding
False-positive postureTuned under 10 percent on AI-code classesHigh volume, needs triage
Live-URL exposure checkYesNo
Auto-fix for findingsYes, AI rewriterGuidance and IDE plugins
Pricing entry pointFree, $29/mo ProEnterprise pricing, sales-led

Where Checkmarx wins

For a large organization with formal AppSec requirements, deep language coverage, and compliance reporting obligations, Checkmarx is a serious platform. If you need governance, audit trails, and enterprise integrations across many teams, that is what it is built for.

Where Prbl is different

Checkmarx is a general SAST engine that has to be tuned and triaged. Prbl assumes an AI tool wrote the code and prioritizes the narrow set of ways that goes wrong: hardcoded secrets in scaffolding, missing authentication on generated routes, fallback secrets in environment lookups, and Broken Object Level Authorization. It returns a short, high-signal list in seconds with no setup, and it can rewrite the finding for you.

Which to choose

If you are a regulated enterprise standardizing on one AppSec platform, Checkmarx fits that shape. If you are a team shipping quickly with Cursor, Copilot, or Claude Code and you want fast, specific answers about AI-written code, Prbl is the lighter, sharper tool, and the two can run side by side.

Frequently asked questions

Is Prbl a Checkmarx alternative for small teams?

Yes, that is specifically who it is for. Checkmarx is built for large, compliance-driven security programs with enterprise onboarding. Prbl is paste-a-repo-and-scan, tuned for teams shipping fast with AI tools who don't have a formal AppSec program yet.

Does Prbl replace Checkmarx for a regulated enterprise?

No. If you need governance, audit trails, and broad language coverage across a large org, Checkmarx is built for that. Prbl is a sharper, narrower tool for the AI-generated slice of your codebase, and the two can run side by side.

Why would a Checkmarx user also run Prbl?

Checkmarx is a general SAST engine tuned broadly; it was not built assuming an AI tool wrote the code. Prbl assumes exactly that and prioritizes the specific classes AI coding tools produce: hardcoded secrets in scaffolding, missing auth on generated routes, and BOLA.

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