# Giskard: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 2 categories by 4 of 14 models. Page: https://www.gane.ai/index/it/vendors/giskard

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI security platforms](https://www.gane.ai/index/it/security/ai-security-platforms/index.md) | 2% | 22 | 0% | 3 |
| [AI governance platforms](https://www.gane.ai/index/it/it-data/ai-governance-platforms/index.md) | 0% | 70 | 0% | 1 |

## What the models said for it

- "TigerGate, Lakera Guard, and Giskard are among the best options" (Mistral Small, AI security)
- "Giskard – Bias detection and model testing" (MiniMax M2.5, AI governance)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Giskard, from 6 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- superblocks.com: 4
- aicompliancevendors.com: 3
- toolradar.com: 3
- zapier.com: 3
- capterra.co.uk: 2
- decube.io: 2
- github.com: 2
- infomineo.com: 2
- aicost.ai: 1
- aiflowreview.com: 1

### Pages cited

- https://aicompliancevendors.com/guides/ai-governance-tools-for-startups: 3
- https://superblocks.com/blog/ai-governance-solutions: 3
- https://zapier.com/blog/ai-governance-tools: 3
- https://capterra.co.uk/directory/34831/ai-governance-tools/software: 2
- https://decube.io/post/ai-governance-tools: 2
- https://infomineo.com/artificial-intelligence/best-ai-governance-tools-in-2026-top-platforms-compared: 2
- https://toolradar.com/guides/best-ai-governance-tools: 2
- https://aicompliancevendors.com/blog/ai-governance-platform-pricing-2026: 1

## In its own words

What Giskard's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: AI Red Teaming & LLM Security Platform (https://giskard.ai/)
- For: AI leaders (https://giskard.ai/)
- Price stated: Free (https://www.giskard.ai/pricing)
- Starting price: 0 (https://www.giskard.ai/pricing)
- Free plan or trial: Limited spots: try our new Agentic Red Teamer on your own agent, free. (https://giskard.ai/)
- Certifications: GDPR, SOC 2 Type II, HIPAA
- Hosting: EU, US
- Customers named: L'Oréal, AXA, Société Générale, BPCE, Decathlon, ACCOR, Michelin, BNP Paribas

## What it publishes

Every page giskard.ai exposes, read 2026-10-05: 955 addresses. By kind, pages and the last 90 days:

- report or ebook: 11 pages, 8 in the last 90 days, latest 2026-10-02
- comparison: 15 pages, 13 in the last 90 days, latest 2026-10-02
- template or tool: 2 pages, 2 in the last 90 days, latest 2026-10-02
- glossary or explainer: 622 pages, 0 in the last 90 days, latest undated
- news or press: 1 pages, 0 in the last 90 days, latest 2022-12-15
- Recent: 2026-10-02 report or ebook: Agents and knowledge bases https://docs.giskard.ai/hub/sdk/guides/agents-and-knowledge-bases
- Recent: 2026-10-02 report or ebook: Audit https://docs.giskard.ai/hub/sdk/guides/audit
- Recent: 2026-10-02 report or ebook: Datasets and checks https://docs.giskard.ai/hub/sdk/guides/datasets-and-checks
- Recent: 2026-10-02 report or ebook: Evaluations https://docs.giskard.ai/hub/sdk/guides/evaluations
- Recent: 2026-10-02 report or ebook: Playground chats https://docs.giskard.ai/hub/sdk/guides/playground-chats
- Recent: 2026-10-02 report or ebook: Projects https://docs.giskard.ai/hub/sdk/guides/projects

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.