Giskard
A testing platform for finding security vulnerabilities and evaluating answer quality in LLM agents and retrieval applications.
About Giskard
Teams need repeatable tests for prompt attacks, data disclosure and unsupported answers before and after deploying AI agents.
Who it’s for
- Teams evaluating production LLM applications
- Engineers testing agent security and retrieval quality
When to consider it
Consider Giskard when you need adversarial testing and quality evaluations for an AI agent exposed through an API.
Tradeoffs & limitations
- The free offering is the open-source library for local deployment with basic vulnerability scans and RAG evaluation, best-effort maintenance and community support; the Hub platform for production agents is Enterprise with custom pricing.
SOTA overview · Documentation-based assessment · Sources & review method
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Sources & review method
Documentation-based assessment · Oct 6, 2026 · Prepared with AI assistance; not a hands-on benchmark.
Checked by SOTA · AI-assisted documentation review. Selection advice is our assessment; verify current requirements for your deployment.
Import history & original evidence
Giskard official website
A testing platform for finding security vulnerabilities and evaluating answer quality in LLM agents and retrieval applications.
Based on official pages and announcements checked on 2026-10-06. No hands-on test, performance benchmark or popularity ranking is claimed.