Rogue vs Push Security
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Rogue | Push Security |
|---|---|---|
| Pricing | Freemium | Freemium |
| Primary Focus | LLM reliability (guardrails, red teaming, evaluations) | Browser security (phishing, session hijacking, AI tool control) |
| Key Feature | Real-time guardrails, SLM judges, automated red teaming | AiTM phishing detection, session hijacking blocking, AI tool DLP |
| Deployment | SaaS, on-premise, BYOC | Cloud-based (browser extension) |
| Target User | Developers, AI reliability engineers, compliance teams | Security teams, identity teams |
| Integrations | LiteLLM, Portkey, AWS Marketplace | Okta, Azure AD, Google Workspace, Slack, Splunk, Snowflake |
These tools solve fundamentally different problems. Push Security is for defending against browser-based attacks and controlling AI tool usage across any browser. Rogue is for ensuring LLM outputs are safe, accurate, and policy-compliant. Choose Push if your primary concern is security attacks like AiTM, session hijacking, or data leakage to AI tools. Choose Rogue if you're deploying LLMs in production and need guardrails against hallucination, prompt injection, and PII leakage.
Browser-native security that stops AI-driven attacks and secures employee AI usage
Visit WebsiteWhat real users say: Rogue 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.
Rogue
61 mentions across 4 sources · 9% positive — critical
Hacker News, Stack Overflow, Lemmy, Tech Press
What users praise
- • Real-time contextual guardrails with sub-20ms latency
- • SLM judges specialized for hallucination detection and prompt injection
- • Built-in red teaming with Rogue agent evaluator
- • Generous free tier of 3M tokens per month
What frustrates them
- • No independent validation of claimed speed and cost savings
- • Text-only evaluation; no image or audio guardrails
- • Pricing tiers vague and hidden costs undocumented
- • Name collision with rogue AI incidents creates confusion
Researched Aug 19, 2026
Push Security
30 mentions across 3 sources · 43% positive — mixed
Hacker News, YouTube, Lemmy
What users praise
- • Works as a lightweight extension across all major browsers without forcing a single proprietary browser.
- • Detects advanced threats like AiTM phishing, ClickFix, session hijacking, and malicious OAuth flows.
- • Autonomous hunting agents analyze browser telemetry to write and deploy detection rules at machine speed.
- • Provides comprehensive AI usage governance: inventory, prompt monitoring, file upload blocking, and unsanctioned app control.
What frustrates them
- • No independent community feedback or real-user reviews available to verify claims.
- • Requires advanced security expertise to configure and interpret telemetry effectively.
- • High-fidelity telemetry collection may trigger privacy and compliance red flags.
- • Potential for false positives in blocking legitimate OAuth and extension actions.
Researched Aug 26, 2026
Who should pick which
- Security engineer at a mid-size companyPick: Push Security
Push Security detects and blocks AiTM phishing, session hijacking, and malicious OAuth integrations, addressing the most common browser-based attacks that traditional EDR misses.
- AI reliability engineer building a customer-facing chatbotPick: Rogue
Rogue provides real-time guardrails against hallucination, prompt injection, and PII leakage, along with automated red teaming to validate agent behavior before production.
- Compliance officer ensuring AI regulatory compliancePick: Rogue
Rogue's custom policy enforcement and evaluation capabilities help meet US, EU, and UK AI regulations by monitoring LLM outputs for policy violations.
- Identity team enforcing MFA and SSO adoptionPick: Push Security
Push Security's in-browser guardrails for MFA registration and password changes, plus shadow SaaS discovery, directly support identity hardening goals.
- Developer preventing data leakage to LLMsPick: Push Security
Push's in-browser DLP for AI tools (clipboard, file uploads) gives real-time control over what data employees can paste into ChatGPT or other LLMs.
Frequently Asked Questions
Rogue vs Push Security: which should you choose?
These tools solve fundamentally different problems. Push Security is for defending against browser-based attacks and controlling AI tool usage across any browser. Rogue is for ensuring LLM outputs are safe, accurate, and policy-compliant. Choose Push if your primary concern is security attacks like AiTM, session hijacking, or data leakage to AI tools. Choose Rogue if you're deploying LLMs in production and need guardrails against hallucination, prompt injection, and PII leakage.
Can Push Security detect attacks on mobile browsers?
Yes, Push Security detects mobile phishing via SMS/QR codes, as listed in its features.
Does Rogue support on-premise deployment?
Yes, Rogue offers on-premise and BYOC deployment options.
Does Push Security replace my EDR?
No, it complements EDR by providing browser-specific visibility into attacks that EDRs may miss, as highlighted in their latest news.
What is the 'Rogue' component in Rogue?
Rogue is an automated red teaming and evaluation tool for AI agents, designed to test for vulnerabilities before production.
Can I use Push Security with any browser?
Yes, Push works across Chrome, Edge, Firefox, Brave, and others via a browser extension.
Does Rogue offer a free trial?
Rogue is freemium, so there is a free tier available, though token-limited per the 'not for' section.
What integrations does Push Security support?
Push integrates with Okta, Azure AD, Google Workspace, Slack, Splunk, and Snowflake.
Can Rogue guard against data leakage in RAG systems?
Yes, Rogue's guardrails include PII detection and masking, and it is specifically targeted at RAG application builders.
More Rogue or Push Security comparisons
Push Security and Looker address entirely different domains — browser security vs. business intelligence — so the choice depends on your primary need. If your priority is stopping browser-based attack
Buyers should not choose between Push Security and Amplitude — they serve entirely different needs. Push Security is for security teams defending against browser-based attacks and securing AI usage. A
If your priority is securing browser-based attacks and shadow AI usage, choose Push Security — it directly addresses AiTM phishing, AI tool data leakage, and ghost logins across all browsers. If you n
Choose Datadog if you need deep, unified observability across infrastructure, apps, and security for DevOps/SRE teams. Choose Push Security if your priority is stopping browser-based attacks (AiTM phi
Push Security and Tableau serve fundamentally different purposes, so the choice depends entirely on your need: browser security and AI governance (Push Security) vs. data visualization and analytics (
Push Security and Power BI serve fundamentally different needs: Push Security is a browser security platform for stopping AI-powered attacks and controlling AI tool usage, while Power BI is a business
Explore each tool further
Browse these categories
One email a week — new tools, honest comparisons, no spam.
Last reviewed: July 6, 2026