Prbl vs Sublime Security

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-08
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At a glance

DimensionPrblSublime Security
PricingFreemiumPaid (contact for pricing)
Primary FunctionAI code vulnerability scannerAI email threat detection
Target UserDev teams using AI code generatorsSecurity teams in mid-to-large enterprises
Detection FocusSeams between AI and human codeBEC, VEC, phishing, social engineering
IntegrationsCodeQLMicrosoft 365, Google Workspace
False Positive RateNot specifiedLow adaptive learning

For security-conscious development teams using AI code generators, Prbl offers targeted scanning at AI-human seams with a freemium model. For SOC analysts combatting advanced email threats like BEC, Sublime Security provides low-false-positive AI detection with custom rules. The choice hinges on your attack surface: code vs. email.

Prbl
Prbl

AI code security scanner that finds vulnerabilities in AI-generated code and fixes them with verified diffs.

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Sublime Security
Sublime Security

Agentic email security that auto-triages reported phishing and writes org-specific detections for your SOC.

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Pricing
Freemium
Contact Sales
Plans
$0/mo
$29/mo
$99/mo
$500/mo starting, scales with usage
$0
Popularity
4 views
7.5k views
Skill Level
Intermediate
Advanced
API Available
Platforms
Web
APIWeb
Categories
🔐 Application & Code Security
🚨 Threat Detection & SOC
Features
Detects AI-generated files and lines from Cursor, Copilot, Bolt, Lovable and Claude
Scans the AI-human code seam for vulnerabilities
Detects hardcoded credentials in generated code
Detects SQL injection via string concatenation
Detects missing access control on AI-scaffolded CRUD routes
Detects fallback secrets in environment variable lookups
Detects timing-unsafe webhook signature comparisons
Detects JWT decode without signature verification
AI rewriter applies minimal fixes and shows a clean diff for approval
Captures behavioral baseline before fixing to prove nothing breaks
Rescans to confirm the finding is gone
Free scan with no account required, results in about 60 seconds
GitHub Action scans every push and PR and can fail the build on high-severity findings
CodeQL static analysis integration
pip-audit audits Python packages
Autonomous Security Analyst (ASA) auto-triages user-reported phishing emails
Autonomous Detection Engineer (ADÉ) authors backtested, org-specific detections
One-click approval before new detections go live
Custom detections written in Sublime Script, a YARA-like language
Full transparency into every decision: matched detections and signal analysis
Behavioral threat hunting interface for proactive investigation
Automated response actions: quarantine, alert, and remediation
Detects BEC and vendor email compromise in real time
Detects credential phishing, callback phishing, QR code phishing, and ICS phishing
Prompt injection and malware/ransomware detection in email
Email DLP for stopping sensitive data loss over email (GA September 30, 2026)
Advanced graymail protection filtering bulk and newsletter noise (public beta July 2026)
Native deployment over Microsoft 365 and Google Workspace mail
Free email analyzer tool plus analyzer API for ad-hoc message scans
API for programmatic access to detections and verdicts
Integrations
CodeQL
pip-audit
GitHub
Microsoft 365
Google Workspace

What real users say: Prbl vs Sublime Security

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Prbl

No verifiable community signal. We scanned public discussion on Jul 2, 2026 and found posts matching the name “Prbl”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

Sublime Security

14 mentions across 2 sources · 76% positive (weighted across 2 sources)

YouTube, Lemmy

What users praise

  • • Transparent, auditable verdicts with matched detections beat black-box scoring in the eyes of security practitioners
  • • Sublime Script's YARA-like syntax means your own detection engineers can read and test rules
  • • ASA auto-triage of user-reported phishing targets the exact backlog SOCs complain about
  • • ADÉ drafts backtested org-specific detections that land for one-click approval

What frustrates them

  • • Public feedback is dominated by YouTube comments — almost no Reddit, HN, or review-site validation
  • • Advanced skill floor means detection-engineering capability is a prerequisite, not a bonus
  • • Sublime Script detections need ongoing tuning that falls on your team to own
  • • No public pricing — every real quote requires a sales conversation

Researched Oct 7, 2026

Who should pick which

  • Solo developer using Cursor/Copilot
    Pick: Prbl

    Prbl's freemium model and focus on AI code seam vulnerabilities directly address the risks of AI-generated code without cost.

  • SOC analyst in a mid-size enterprise
    Pick: Sublime Security

    Sublime's advanced BEC detection and low false positives are tailored for security teams needing deep email threat analysis.

  • Startup preparing for SOC 2
    Pick: Prbl

    Prbl's auditable open-source scanner rules and baseline capture help demonstrate security controls for AI code.

  • IT admin protecting from phishing
    Pick: Sublime Security

    Sublime's automated response and integration with Microsoft 365/Google Workspace streamline email threat management.

  • Team shipping apps built with Bolt/Lovable
    Pick: Prbl

    Prbl specifically scans code from these AI tools, providing targeted vulnerability detection at code seams.

Frequently Asked Questions

Prbl vs Sublime Security: which should you choose?

For security-conscious development teams using AI code generators, Prbl offers targeted scanning at AI-human seams with a freemium model. For SOC analysts combatting advanced email threats like BEC, Sublime Security provides low-false-positive AI detection with custom rules. The choice hinges on your attack surface: code vs. email.

Can Prbl detect email threats like phishing?

No, Prbl is a code vulnerability scanner focused on AI-generated code seams, not email security.

Does Sublime Security scan AI-generated code?

No, Sublime Security focuses on email threat detection (BEC, phishing) and does not scan code.

Is Prbl free?

Prbl offers a freemium model, meaning basic features are free with paid options for advanced needs.

Does Sublime Security have a free tier?

No, Sublime Security is a paid platform; pricing requires contacting sales.

Which tool integrates with my IDE?

Neither. Prbl requires code push to its scanner (CodeQL integration); Sublime integrates with email platforms.

Can I write custom detection rules?

Sublime Security offers YARA-like Sublime Script for custom rules. Prbl provides auditable open-source scanner rules but no custom rule language.

Which tool has lower false positives?

Sublime Security highlights low false positives via adaptive learning; Prbl does not specify false positive rates.

Are these tools competitors?

No, they address different security domains: code vulnerabilities (Prbl) vs. email threats (Sublime). They are complementary.

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Last reviewed: July 2, 2026