giskard-oss alternatives
Curated alternatives to giskard-oss — 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 switchBoth red-team LLM systems with framework ergonomics: deepteam ships 50+ documented vulnerabilities and matching guardrails; giskard-scan auto-generates adversarial suites from a plain-language agent description and pairs with the same stack's eval checks.
Full comparison →Ragas
Evaluation toolkit for your RAG and agent pipelines — faithfulness, relevance, and more.
Why switchOverlapping LLM-evaluation job: ragas is the specialist for RAG pipeline metrics; Giskard v3 covers multi-turn agent scenarios with built-in checks and LLM-as-judge, with RAG evaluation still pending its v3 port.
Full comparison →garak
NVIDIA's LLM vulnerability scanner: nmap-style probing for jailbreaks, prompt injection, data leakage, toxicity and hallucination across dozens of model endpoints.
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 →