What AI says about Giskard
Since Jul 5Updated Nov 3, 2026Based on 15,228 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Giskard is an AI security and evaluation platform that provides automated red teaming, testing, and vulnerability scanning for LLMs, chatbots, and AI agents. It comes up for questions about detecting prompt injections, testing RAG pipelines, and monitoring model outputs for toxicity, bias, and hallucinations.
Mentioned in
2%
of AI answers about Giskard and its rivals
- ChatGPT2%
- Google AI Mode2%
Markets where AI mentions Giskard
Market# · Mentioned in
All markets2%
- AI Red Teaming ServicesAI picks NVIDIA Garak and 3 more about as often#6 · 20%
- AI Red Teaming & Pen TestingAI picks Mindgard and 4 more about as often#9 · 11%
- LLM Output Monitoring PlatformsAI picks Arize Phoenix and 1 more about as often#30 · 5%
- LLM Observability and Evaluation PlatformsAI picks LangSmith and 1 more about as often#31 · 2%
- Data Observability and Quality PlatformsAI picks Monte Carlo Data most#32 · 1%
- Continuous Automated Penetration TestingAI picks Pentera most#54 · 1%
- Enterprise MLOps Model Registry PlatformsAI picks MLflow most#114 · <1%
- Grounded Customer Support ChatbotsAI picks Intercom most#168 · <1%
- VC & Angel Investor DatabasesAI picks OpenVC most#512 · <1%
Topics where AI mentions Giskard
TopicMentioned in · on this topicRank
- AI picks mostMentioned in
- We need to identify potential safety failures in our generative AI models that standard unit tests are missing. What platforms provide automated adversarial simulation for production-ready models?on this questionAI picks NVIDIA Garak and 3 more about as often48%
Excerpts where Giskard appeared in the AI's answer
Google AI ModeSep 21, 2026, Google AI Mode Giskard : An open-source and enterprise testing framework focused heavily on evaluating LLM and RAG (Retrieval-Augmented Generation) architectures
Google AI ModeSep 13, 2026, Google AI Mode Giskard: An open-source testing framework focused heavily on ML quality assurance and RAG (Retrieval-Augmented Generation) pipelines.
- What is the best AI red-teaming platform for testing enterprise assistants and agent workflows?on this questionAI picks PyRIT and 1 more about as often59%
Excerpts where Giskard appeared in the AI's answer
ChatGPTSep 23, 2026, ChatGPT Giskard is particularly oriented toward testing the whole agent behavior: interaction history, tool calls, multi-turn scenarios, security and quality, with findings flowing into tasks, regression tests, and guardrails.
Google AI ModeSep 11, 2026, Google AI Mode Giskard offers an open-source Python library featuring an automated LLM vulnerability scanner alongside Giskard Hub for enterprise collaboration.
- My goal is to find edge cases where my model is likely to fail. What's the best tool for "slicing" and exploring a dataset to find problematic subsets?on this questionAI picks SliceLine and 1 more about as often25%
Excerpts where Giskard appeared in the AI's answer
Google AI ModeSep 23, 2026, Google AI Mode Giskard : An open-source testing and quality framework for ML and LLMs.
Google AI ModeSep 15, 2026, Google AI Mode Giskard : An open-source testing and diagnostic framework specifically built to scan ML models for vulnerabilities, biases, and performance blind spots.
- We are building a secure AI deployment pipeline and need tools that can simulate multi-stage adversarial attacks. Which software vendors focus on AI robustness and red teaming?on this questionAI picks Mindgard and 2 more about as often50%
Excerpts where Giskard appeared in the AI's answer
Google AI ModeSep 24, 2026, Google AI Mode Giskard: Focuses heavily on open-source and enterprise testing for LLM and ML robustness
Google AI ModeSep 20, 2026, Google AI Mode Giskard : An open-source testing framework dedicated to ML models and LLMs
How prominently AI mentions Giskard
- Named first12%
- 2nd or 3rd29%
- Later59%
How AI rates Giskard
Common descriptions
open-source testing framework · comprehensive · beginner-friendly · specialized · automated
Tone of AI’s statements about Giskard
- Positive54%
- Neutral44%
- Mixed2%
- Negative<1%
Giskard in AI answers
Question: I'm looking for a way to automatically generate a large, diverse dataset of prompts for testing my LLM. What is the best synthetic prompt generation tool?
Google AI ModeOct 30, 2026
Giskard : Best for vulnerability, hallucination, and adversarial scanning
ChatGPTOct 13, 2026
Giskard A candidate if you want model-quality and vulnerability testing workflows
Question: I need to identify vulnerabilities in my LLMs and ML pipelines for a project with a limited budget. Can you help me find services that perform adversarial assessments?
Google AI ModeOct 25, 2026
Giskard : An open-source testing framework tailored for ML models and LLMs that automatically scans for vulnerabilities like data leakage, bias, unrobustness, and prompt injection harms mapped against OWASP and MITRE ATLAS standards.
Sources AI cites
- Your site36%
- AI Red Teaming & LLM Security Platform | Giskard (opens in a new tab) · 10%Leaves Giskard out
- Continuous Red Teaming v2026 (opens in a new tab) · 6%
- Best 7 tools for AI Red Teaming in 2025 to detect AI vulnerabilities (opens in a new tab) · 4%
- Continuous Red Teaming v2026 (opens in a new tab) · 2%
- Best AI agent red teaming tools in 2026: compare 15 platforms (opens in a new tab) · 1%
- LLM Evaluation Platform | Giskard AI Agent Testing (opens in a new tab) · 1%Leaves Giskard out
- Giskard alternatives for AI red teaming (2026) (opens in a new tab) · 1%
- Guide to Model Evaluation | Giskard (opens in a new tab) · 1%
- Why LLM evaluation is important? Evaluation methods & tools (opens in a new tab) · 1%
- Giskard (opens in a new tab) · 1%
- Leaves Giskard out13%
- Giskard: AI Agent Evaluation and Red Teaming (opens in a new tab) · 4%Leaves Giskard out
- Scan Vulnerabilities | Giskard Documentation (opens in a new tab) · 2%
- 🔪 Create data slices - Giskard Documentation (opens in a new tab) · 2%
- AI Agent Testing and Scanning Platform | Giskard (opens in a new tab) · 1%
- Vulnerability Scan | Giskard Documentation (opens in a new tab) · 1%
- Giskard Library | Giskard Documentation (opens in a new tab) · 1%
- 📊 Tabular Quickstart - Giskard Documentation (opens in a new tab) · <1%
- Performance tests - Giskard Documentation (opens in a new tab) · <1%
- Slicing functions - Giskard Documentation (opens in a new tab) · <1%
- Continuous AI Red Teaming | Giskard Documentation (opens in a new tab) · <1%
- Leaves Giskard out9%
- Best AI Red Teaming Tools in 2026? Garak vs Giskard vs PyRIT (opens in a new tab) · 6%
- Prompt Engineering and AI Red Teaming (opens in a new tab) · <1%
- 06: Top 18 LLM Observability Tools to Monitor & Evaluate AI Agents (2026 Guide) (opens in a new tab) · <1%Leaves Giskard out
- CrewAI Review: The Leading Platform for Multi-Agent AI ... (opens in a new tab) · <1%
- Part 3: Agent as a Jugde | Evaluating AI Agents with Arize AI | Community Webinar (opens in a new tab) · <1%
- Prompt Injection Attacks – Single-Turn | AI Red Teaming 101 (opens in a new tab) · <1%
- Best AI Red Teaming Tools in 2026? Garak vs Giskard vs PyRIT (opens in a new tab) · <1%
- How to trust your AI with automated red teaming (opens in a new tab) · <1%
- Red Teaming AI: OWASP LLM Top 10 with Brian and Derek (opens in a new tab) · <1%
- 3%
- Why Giskard? - Giskard Documentation (opens in a new tab) · <1%
- Tabular Quickstart - Giskard Documentation (opens in a new tab) · <1%
- Overconfidence - Giskard Documentation (opens in a new tab) · <1%
- Create data slices - Giskard Documentation (opens in a new tab) · <1%
- Why Giskard? (opens in a new tab) · <1%
- 🔪 Create data slices - Giskard Documentation (opens in a new tab) · <1%
- Tabular model scan - Giskard Documentation (opens in a new tab) · <1%
- Tabular & NLP Detectors - Giskard Documentation (opens in a new tab) · <1%
- Leaves Giskard out3%
- LLMs-based systems evaluation: A tremendous pillar of LLMOps (opens in a new tab) · 1%
- Medium (opens in a new tab) · <1%
- Mastering RAG Evaluation: A Deep Dive into Giskard AI for PDF Chatbots (opens in a new tab) · <1%
- Medium (opens in a new tab) · <1%Leaves Giskard out
- Red Teaming for Large Language Models Using Giskard (opens in a new tab) · <1%
- 1%
- GitHub - Giskard-AI/giskard-oss: 🐢 Open-Source Evaluation & Testing library for LLM Agents · GitHub (opens in a new tab) · <1%
- Domino (opens in a new tab) · <1%
- GitHub - requie/AI-Red-Teaming-Guide: A comprehensive guide to adversarial testing and security evaluation of AI systems, helping organizations identify vulnerabilities before attackers exploit them. · GitHub (opens in a new tab) · <1%
- GitHub - yeounoh/slicefinder: automatic data slicing · GitHub (opens in a new tab) · <1%
