garak
6.2#10 in ai security testing toolsFree planFree planLinuxmacOSSelf-hostedWindows
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| Fact | garak | PromptGuard |
|---|---|---|
| Deployment | garak is a command-line tool developed in Linux and OSX and can be installed with pip or from source. | The product offers managed cloud, hybrid self-hosting, and air-gapped deployment; air-gapped licences validate offline with a signed key. |
| Integrations | The project lists support for OpenAI, Hugging Face, Cohere, Replicate, AWS Bedrock, LiteLLM, REST-accessible models, and custom Python integrations. | The site lists integrations/providers including OpenAI, Anthropic, Gemini, Azure, Bedrock, Mistral, Cohere, DeepSeek, Groq, HuggingFace, Ollama, and vLLM. |
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.
PromptGuard suits teams that want to inspect LLM requests before they reach a provider, with deployment options ranging from managed cloud to air-gapped installation. It may suit teams seeking PII controls or integrations with the listed providers.