# WhyLabs: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/it/vendors/whylabs

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI governance platforms](https://www.gane.ai/index/it/it-data/ai-governance-platforms/index.md) | 0% | 37 | 0% | 4 |

## What the models said for it

- "WhyLabs "has transitioned to a fully open-source model following its acquisition."" (Muse Glimmer 30B, AI governance)
- "Or WhyLabs if you prioritize AI observability and monitoring" (GLM 4.7 FlashX, 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 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named WhyLabs, from 7 of the 11 answers that named it (only the models that return a source list).

### Domains cited

- aicompliancevendors.com: 5
- aimultiple.com: 4
- capterra.com: 3
- dupple.com: 3
- superblocks.com: 3
- aicost.ai: 2
- capterra.co.uk: 2
- dataiku.com: 2
- getmaxim.ai: 2
- github.com: 2

### Pages cited

- https://aicompliancevendors.com/pricing/ai-governance: 4
- https://aimultiple.com/ai-governance-tools: 4
- https://dupple.com/learn/best-ai-governance-tools: 3
- https://superblocks.com/blog/ai-governance-solutions: 3
- https://aicompliancevendors.com/faqs/ai-governance-platform-pricing: 2
- https://aicompliancevendors.com/guides/ai-governance-tools-for-startups: 2
- https://capterra.co.uk/directory/34831/ai-governance-tools/software: 2
- https://capterra.com/ai-governance-tools-software/s/small-businesses: 2

## 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.