Prbl vs Push 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

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

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

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Push Security
Push Security

Push Security delivers browser security for the AI era — stopping AiTM, ClickFix and consent phishing while governing shadow AI

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Pricing
Freemium
Paid
Plans
$0/mo
$29/mo
$99/mo
$500/mo starting, scales with usage
$5/user/month
Custom
Popularity
4 views
7.5k views
Skill Level
Intermediate
Advanced
API Available
Platforms
Web
Web
Categories
🔐 Application & Code Security
🚨 Threat Detection & SOC🔒 Security & Privacy
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
Behavioral phishing detection and blocking inside the browser extension
Real-time Adversary-in-the-Middle (AiTM) reverse-proxy phishing detection
Cloned login page, Browser-in-the-Browser (BitB) and Browser-in-the-Middle (BitM) detection
ClickFix clipboard injection blocking at the point of interaction
Device code phishing detection and blocking of kits that bypass passkeys
Consent phishing detection with OAuth consent monitoring, blocking and app removal
Malicious browser extension inventory, risk scoring, allowlisting and blocking
Supply chain change monitoring for extensions (ownership transfers, permission escalations, delisting)
Infostealer delivery detection and compromise response
Ghost login detection for password fallback paths that bypass SSO
QR code and SMS mobile phishing detection
Credential stuffing detection across SaaS logins
Session hijacking detection via browser session markers
Shadow AI app discovery and agentic browser detection (Comet, Atlas, Dia)
AI prompt, AI clipboard and AI file upload monitoring with blocking
Integrations
CodeQL
pip-audit
GitHub
Okta
Google Workspace
Microsoft 365
Microsoft Teams
Microsoft Sentinel
Datadog
Splunk
SentinelOne
Slack
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

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.

Push Security

30 mentions across 3 sources · 34% positive — critical (weighted across 3 sources)

Hacker News, YouTube, Lemmy

What users praise

  • • Interaction-level detection catches ClickFix, OAuth consent phishing and pastes that URL-reputation tools miss
  • • Explicit AiTM, BitB and BitM reverse-proxy coverage addresses the phishing class that beats MFA
  • • Shadow-AI discovery and policy enforcement is a genuinely differentiated control for 2025-era risk
  • • No endpoint agent, no network appliance — deployment is extension-based and fast

What frustrates them

  • • Nearly no independent community reviews — Reddit, Product Hunt and GitHub data is essentially absent
  • • Browser-extension-only coverage leaves non-browser auth paths and mobile-first flows unmonitored
  • • Blocking at the paste/upload/consent level risks interrupting legitimate workflows and generating tickets
  • • Autonomous threat-hunting agents risk adding noise to already-overloaded SOC alert queues

Researched Oct 7, 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