garak
6.2#10 in ai security testing toolsFree planFree planLinuxmacOSSelf-hostedWindows
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| Fact | garak | Giskard |
|---|---|---|
| Deployment | garak is a command-line tool developed in Linux and OSX and can be installed with pip or from source. | The Enterprise plan lists on-premise, private cloud, and SaaS deployment options, and the FAQ says its team can help install Hub on-premise for sensitive workloads. |
| Integrations | The project lists support for OpenAI, Hugging Face, Cohere, Replicate, AWS Bedrock, LiteLLM, REST-accessible models, and custom Python integrations. | The earlier product description lists compatibility with Hugging Face, MLflow, Weights & Biases, PyTorch, TensorFlow and LangChain. |
| Purpose | garak is an LLM vulnerability scanner that probes language models and systems using them for security weaknesses. | Giskard describes its platform as a way to find vulnerabilities in AI agents before they reach production. |
garak suits developers and security teams assessing language-model outputs for listed weaknesses. It is a command-line tool, and its assessment scope is text output.
Giskard suits teams responsible for evaluating conversational AI agents through API endpoints before release. It also fits organizations needing enterprise red-team scans, custom evaluations, human review, or controlled deployment options.