garak alternatives

Find the best alternatives to garak based on data and reviews.

Last updated: 12/22/2025Data criteria: Ranked by review volume and ratings · Featured placements are shown separately · Updated regularly with new data

Top tools

ToolCategoryPricingRatingReviewsWebsite
Adversarial Robustness Toolbox (ART)

Defenses against evasion, poisoning, extraction, inference attacks with 39 attack modules and 29 defense modules. With Adversarial Robustness Toolbox (ART), security teams can use security audit to detect threats and improve threat detection.

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Agentic Radar

Open-source CLI security scanner for agentic workflows. With Agentic Radar, security teams can use open source and workflow to audit risks and improve risk reduction.

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AI-OPS

Assistant for exploit dev & research. With AI-OPS, security teams can use search and security audit to detect threats and improve compliance.

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AI-penetration-testing

Curated offensive/defensive AI pentest techniques. With AI-penetration-testing, security teams can use testing and security audit to detect threats and improve risk reduction.

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aiapwn

Automatic prompt injection testing with tailored payload generation. With aiapwn, security teams can use prompting and testing to detect threats and improve risk reduction.

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AIJack

Open-source simulator for modeling security and privacy threats targeting ML systems. With AIJack, security teams can use open source and privacy to audit risks and improve threat detection.

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ARTKIT

Open-source framework for automated LLM red-teaming with multi-turn attacker-target interactions. With ARTKIT, security teams can use open source and automation to protect systems and improve threat detection.

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Basic-ML-prompt-injections

Educational payloads. With Basic-ML-prompt-injections, security teams can use prompting and ads to audit risks and improve risk reduction. With Basic-ML-prompt-injections, security teams can use prompting and ads to protect systems and improve compliance.

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Brisk Teaching

AI tools for curriculum, feedback, and differentiation. With Brisk Teaching, security teams can use security audit to detect threats and improve compliance.

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BurpGPT

Burp Suite extension integrating LLMs for enhanced vulnerability scanning and traffic analysis. With BurpGPT, security teams can use analytics and security audit to audit risks and improve threat detection.

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Buster

Build, monitor, and deploy a SQL API that's trained on your database. Manage security, performance, and access controls from one place. With Buster, security teams can use api and sql to detect threats and improve threat detection.

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Callstack.ai PR Reviewer

Automated Code Reviews: Find Bugs, Fix Security Issues, and Speed Up Performance. With Callstack.ai PR Reviewer, security teams can use automation and security audit to audit risks and improve risk reduction.

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CalypsoAI Moderator

Commercial tool with audit trails, malicious code detection, and data loss protection. With CalypsoAI Moderator, security teams can use security audit to audit risks and improve risk reduction.

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CodeGate

Security proxy for LLMs and IDEs that filters input/output to prevent API key leakage and insecure code. With CodeGate, security teams can use api and ide to detect threats and improve risk reduction.

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Compliance Quarter

Regulatory compliance management system and expertise for energy, financial services and other regulated industries. We offer expert systems and services to take regulatory burden off your shoulders.

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Dynatrace Davis AI

AI-driven root cause analysis with multidimensional baselining and predictive analytics. With Dynatrace Davis AI, security teams can use analytics and security audit to protect systems and improve risk reduction.

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FARSITE

AI-powered Compliance Software for U.S. Government Contractors. With FARSITE, security teams can use security audit to detect threats and improve risk reduction.

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FuzzyAI

LLM fuzzing framework to identify jailbreaks and vulns. With FuzzyAI, security teams can use ide and security audit to audit risks and improve threat detection.

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Giskard

Advanced automated red-teaming platform with 50+ specialized probes and adaptive attack engine. With Giskard, security teams can use automation and security audit to protect systems and improve risk reduction.

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Guardrails AI

Validation rules & structured outputs using RAIL. With Guardrails AI, security teams can use security audit to audit risks and improve compliance.

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HackSynth

Planner + summarizer pentest agent. With HackSynth, security teams can use agents and summarization to detect threats and improve compliance.

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HarmBench

Standardized evaluation framework for automated red teaming with 18 methods comparison. With HarmBench, security teams can use automation and security audit to detect threats and improve threat detection.

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HEART

Hardened ART extension for T&E workflows. With HEART, security teams can use workflow and security audit to protect systems and improve threat detection.

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Helicone

Proxy-based logging & analytics. With Helicone, security teams can use analytics and security audit to detect threats and improve threat detection.

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Methodology

Find the best alternatives to garak based on data and reviews. Rankings for garak are based on review volume, ratings, and verified tool data. Top picks include Adversarial Robustness Toolbox (ART), Agentic Radar, AI-OPS, AI-penetration-testing. Sponsored placements are shown separately and do not affect rankings. We refresh this page regularly as new tools and reviews are added. Adversarial Robustness Toolbox (ART): Defenses against evasion, poisoning, extraction, inference attacks with 39 attack modules and 29 defense modules. With Adversarial Robustness Toolbox (ART), security teams can use security audit to detect threats and improve threat detection. Agentic Radar: Open-source CLI security scanner for agentic workflows. With Agentic Radar, security teams can use open source and workflow to audit risks and improve risk reduction. AI-OPS: Assistant for exploit dev & research. With AI-OPS, security teams can use search and security audit to detect threats and improve compliance. AI-penetration-testing: Curated offensive/defensive AI pentest techniques. With AI-penetration-testing, security teams can use testing and security audit to detect threats and improve risk reduction. aiapwn: Automatic prompt injection testing with tailored payload generation. With aiapwn, security teams can use prompting and testing to detect threats and improve risk reduction. AIJack: Open-source simulator for modeling security and privacy threats targeting ML systems. With AIJack, security teams can use open source and privacy to audit risks and improve threat detection. ARTKIT: Open-source framework for automated LLM red-teaming with multi-turn attacker-target interactions. With ARTKIT, security teams can use open source and automation to protect systems and improve threat detection. Basic-ML-prompt-injections: Educational payloads. With Basic-ML-prompt-injections, security teams can use prompting and ads to audit risks and improve risk reduction. With Basic-ML-prompt-injections, security teams can use prompting and ads to protect systems and improve compliance.

FAQ

What are garak alternatives?

They are similar tools offering comparable features, pricing, or workflows.

Why look beyond garak?

Alternatives can offer better pricing, integrations, or niche features.

Which garak tools are best right now?

Top picks change over time, but leading options currently include Adversarial Robustness Toolbox (ART), Agentic Radar.

Are there free garak tools?

Yes. Many tools offer free or freemium plans alongside paid tiers.

Can I compare Adversarial Robustness Toolbox (ART) and Agentic Radar?

Yes. Use the comparison page to see pricing, reviews, and key differences.

What should I look for in garak tools?

Focus on accuracy, workflow fit, integrations, and transparent pricing.

How often is this list updated for garak?

We update rankings as new tools and reviews are added.

Are sponsored tools mixed into rankings?

No. Sponsored placements are shown separately and never affect ranking.

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