Prbl vs Push Security

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

Analysis reviewed Live tool data as of 2026-08-24
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At a glance

DimensionPrblPush Security
PricingFree tier + paid plans (custom quote)Free tier + paid plans (custom quote)
FocusCode security: AI-generated code vulnerability scanningBrowser security: AiTM phishing, session hijacking, AI tool DLP
DeploymentCLI/CI scanner (open-source rules)Browser extension (cloud-based)
IntegrationsNone listed (CodeQL integration)Okta, Azure AD, Google Workspace, Slack, Splunk, Snowflake
Target UsersDevelopers, vibe coders, security-conscious engineering teamsSecurity teams, identity teams, SOC analysts
Latest NewsNo recent news captured2026-05-12: Push released agentic threat hunting using browser telemetry; 2026-05-08: Browser & Identity Attacks Matrix

Choose Push Security if your priority is defending against browser-based attacks (AiTM phishing, session hijacking) and controlling AI tool usage in real-time. Choose Prbl if you're a developer using AI code generators and need to catch vulnerabilities where AI code meets human code. They solve fundamentally different problems — one is for security teams, the other for engineers.

Try PrblTry Push Security
Prbl
Prbl

Security scanner that finds AI-generated vulnerabilities and fixes them with verified, minimized diff

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Push Security
Push Security

Browser security for the AI era: detect and block AI-powered attacks.

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Pricing
Freemium
Freemium
Plans
$0/mo
$29/mo
$99/mo
$500/mo starting
$5/user/month (annual) or monthly per user
Custom
Popularity
1 views
7.5k views
Skill Level
Intermediate
Advanced
API Available
Platforms
Web
Web
Categories
🔐 Application & Code Security
🚨 Threat Detection & SOC🔒 Security & Privacy
Features
AI-generated line detection (Cursor, Copilot, Bolt, Lovable, Claude)
Scans AI-human code seams for vulnerabilities
Detects missing access control on AI-scaffolded routes
Detects fallback secrets in environment variable lookups
Detects timing-unsafe webhook signature comparisons
Detects hardcoded credentials
Detects SQL injection via string concatenation
Detects JWT decode without verify
Baseline capture and fix validation
AI rewriter applies minimal fixes with clean diff
Free scan without account creation (60 seconds)
CodeQL static analysis integration
pip-audit for Python packages
Open-source auditable scanner rules
Mozilla Observatory A+ rating
AitM / reverse-proxy phishing detection
ClickFix / clipboard injection blocking
Session hijacking detection and blocking
Malicious OAuth consent flow blocking
Ghost login discovery (password fallback paths)
Shadow AI app discovery and inventory
AI prompt and data input monitoring
AI file upload monitoring and blocking
Agentic browser detection (Comet, Atlas, Dia)
Autonomous threat hunting agents
In-browser MFA registration and password change guardrails
Illicit browser extension detection and blocking
Extension allowlisting with default-deny management
Device code phishing detection
Shadow SaaS discovery and control
Integrations
CodeQL
pip-audit
Okta
Google Workspace
Microsoft 365
Microsoft Teams
Microsoft Sentinel
Datadog
Splunk Cloud
SentinelOne
Slack
Webhooks
REST API

What real users say: Prbl vs Push 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

6 mentions across 1 sources · 0% positive — critical

Lemmy

What users praise

  • • Identifies AI-written code lines and checks integration points.
  • • Free scan in 60 seconds without account creation.
  • • Specifically targets gaps missed by traditional SAST tools.
  • • Integrates with CodeQL for continuous scanning per push.

What frustrates them

  • • No user reviews or community feedback to validate claims.
  • • Limited to detecting only AI-related vulnerability patterns.
  • • Rapid update pace may indicate immature or unstable code.
  • • Pricing model unclear beyond freemium tag.

Researched Jul 2, 2026

Push Security

36 mentions across 3 sources · 30% positive — critical

Hacker News, YouTube, Lemmy

What users praise

  • • Deploys as extension across all major browsers, avoiding enterprise lock-in
  • • Autonomous hunting agents detect and block zero-day threats in real time
  • • Addresses emerging AiTM phishing, ClickFix, and session hijacking attacks
  • • Provides shadow AI discovery and governance, a growing need

What frustrates them

  • • Limited independent reviews and community deployment case studies
  • • Extension-based agent may impact browser performance on low-end devices
  • • Pricing for advanced features likely steep for SMBs
  • • Configuration complexity requires skilled security engineers

Researched Aug 18, 2026

Who should pick which

  • Security team at a large enterprise
    Pick: Push Security

    Push provides browser-level visibility and control, detecting AiTM phishing, session hijacking, and AI DLP — key for securing a distributed workforce.

  • Vibe coder building SaaS with Copilot
    Pick: Prbl

    Prbl catches vulnerabilities in AI-generated code at the seams (missing auth, fallback secrets) without flagging human-written code.

  • SOC analyst needing automated threat hunting
    Pick: Push Security

    Push's latest news (2026-05-12) highlights agentic threat hunting using browser telemetry, ideal for automating detection and response.

  • Developer using Lovable/Bolt for rapid prototyping
    Pick: Prbl

    Prbl specifically detects lines from these tools and tests for common AI-sourced bugs like injection and insecure webhooks.

  • Identity team enforcing MFA/SSO adoption
    Pick: Push Security

    Push provides in-browser guardrails for MFA registration and password changes, hardening unmanaged identities.

Frequently Asked Questions

Prbl vs Push Security: which should you choose?

Choose Push Security if your priority is defending against browser-based attacks (AiTM phishing, session hijacking) and controlling AI tool usage in real-time. Choose Prbl if you're a developer using AI code generators and need to catch vulnerabilities where AI code meets human code. They solve fundamentally different problems — one is for security teams, the other for engineers.

Can Push Security detect AI tool usage in the browser?

Yes, Push provides real-time AI tool visibility and controls clipboard/file uploads to prevent data leakage to LLMs.

Does Prbl scan code from any AI generator?

It specifically detects lines from Cursor, Copilot, Bolt, and Lovable, and can be extended via open-source rules.

What is the main threat Push stops?

Push specializes in detecting and blocking AiTM phishing, session hijacking, and malicious OAuth grants at the browser level.

How does Prbl differ from traditional SAST?

Prbl focuses on AI-generated code seams, whereas traditional SAST scans all code equally. Prbl targets patterns like fallback secrets and missing auth specific to AI outputs.

Is Push an enterprise browser?

No, it is a browser security platform that works with all major browsers via extension, not a single-vendor browser replacement.

Does Prbl integrate with CI/CD?

It integrates with CodeQL on every push and can run as a CLI scanner, but does not yet offer IDE plugin or full API integration.

Can Push help with MFA compliance?

Yes, it includes in-browser guardrails for MFA registration and password changes, enforcing SSO adoption.

What recent updates are relevant for Prbl?

No recent news captured; its features as described (A+ Observatory, 10/10 tests, 134 packages audited) remain current.

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Explore each tool further

Prbl
View Prbl reviewPrbl alternatives
Push Security
View Push Security reviewPush Security alternatives

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Last reviewed: July 2, 2026