garak alternatives
Curated alternatives to garak — and why you'd switch.
deepteam
Open-source red-teaming framework for LLM systems: 50+ vulnerabilities, jailbreak/injection/multi-turn attacks against agents, RAG pipelines and chatbots — plus guardrails. Runs locally.
Why switchSame job — adversarial testing of LLM systems. garak is the nmap-style scanner you point at a model endpoint; DeepTeam is the framework you embed in your eval suite, with attack simulation and guardrails in one loop.
Full comparison →giskard-oss
Giskard v3: modular Python evals and red-teaming for agentic systems — scenario-based checks with LLM-as-judge, plus an automatic vulnerability scanner across OWASP LLM Top-10 categories.
Why switchSame scanning job, different shapes: garak is NVIDIA's nmap-style standalone prober across dozens of model endpoints; giskard-scan is a library-first scanner designed to live inside your Python test suite next to your evals.
Full comparison →