garak

LLM vulnerability scanner for robust model evaluation

EstablishedOpen SourceLow lock-in

Pricing

See website

Flat rate

Adoption

Stable

License

Open Source

Data freshness

Overview

What is garak?

Garak is an open-source tool designed to scan and identify vulnerabilities in large language models. It helps developers ensure the security and reliability of their AI systems by providing comprehensive testing capabilities.

Key differentiator

Garak stands out as an open-source, comprehensive LLM vulnerability scanner backed by NVIDIA, offering developers and data scientists a powerful tool to ensure their AI systems are secure and reliable.

Capability profile

Strength Radar

Comprehensive vu…Open-source and …Support from NVI…

Honest assessment

Strengths & Weaknesses

↑ Strengths

Comprehensive vulnerability scanning for LLMs

Open-source and extensible framework

Support from NVIDIA, ensuring robust development and maintenance

Fit analysis

Who is it for?

✓ Best for

Teams developing LLMs who need a robust vulnerability scanner to ensure model security and reliability.

Organizations that require comprehensive testing capabilities for their AI systems.

✕ Not a fit for

Projects with limited resources or expertise in setting up self-hosted tools

Users looking for a fully managed service without the need for local setup

Cost structure

Pricing

Free Tier

None

Starts at

See website

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Next step

Get Started with garak

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →