Best AI Security Testing Products in 2026

garak is an open-source LLM vulnerability scanner, with dozens of plugins and thousands of prompts that test large language model security.

Key garak features:

Open-source and free Comprehensive vulnerability probes Extensible framework Supports multiple LLM backends

Turn business tasks into reusable workflows with company context, AI judgement and human approvals.

Key Usejarvis features:

Workflows Awareness Computer control

Visit website Sponsored

Static And Dynamic AI Code Scan, Evidence-first frameworks for behavioral AI governance.

Key HAIEC features:

AI Security Analysis AI Governance & EU AI Act GitHub Action

Open Source freemium $99 / Monthly

Break AI before attackers do. Red teaming labs, free hacking challenges and open-source tools to test and secure real world AI systems.

freemium $29.99 / Monthly

A no-code, browser-based console for red teaming LLM chatbots. Run seven guided attack tests against your own chatbot and get pass/fail results mapped to the OWASP Top 10 for LLM Applications.

Key MATRIS Method by Community Tech Aid features:

No-code testing OWASP LLM Top 10 mapping Pass/fail test log

free

An online platform to test and advance your skills in penetration testing and cyber security.

Key Hack The Box features:

Realistic Practice Environment Community and Collaboration Diverse Skill Levels Regular Updates

Open Source

Veracode's application security software products are simpler and more scalable to increase the resiliency of your application infrastructure.

Key Veracode features:

Comprehensive Security Coverage Scalability Ease of Use Integration Capabilities

The AI Security Platform that catches vulnerabilities in development. Trusted by 156 of the Fortune 500 and 300,000+ developers worldwide.

Key Promptfoo features:

Open source and free to start Declarative, config-driven testing Broad model and provider support Built-in red teaming and security scanning

TryHackMe is an online platform for learning and teaching cyber security, all through your browser.

Key TryHackMe features:

Hands-On Experience Wide Range of Topics Guided Learning Paths Cost-Effective

AI Governance platform automatically discovers AI inventory, automates compliance, manages AI risks, and continuously monitors model behaviour.

Key Adeptiv.AI features:

AI Discovery & Inventory Management Risk Scoring & Impact Assessments Fairness & Bias Testing Explainability & Model Cards

paid Free Trial $899 / Monthly

Pyrit allows to create massive databases, pre-computing part of the IEEE 802.

Key Pyrit features:

High-speed Processing Scalability Extensive Hash Algorithm Support Integration with Aircrack-ng

Appknox is a cloud-based mobile app security solution to detect threats and vulnerabilities in the app.

Key Appknox features:

Comprehensive Security Testing Automation User-Friendly Interface Prompt Reporting

Open-source & Collaborative Quality Testing for AI models.

Key Giskard.ai features:

Automation User-Friendly Interface Comprehensive Analytics Scalability

Open Source freemium

Handle AI Governance with a Simple, Custom Policy-Driven API.

Key Overseer AI features:

Efficiency Scalability Real-time Analytics