# Qualtrics: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/qualtrics

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Digital employee experience](https://www.gane.ai/index/it/operations/digital-employee-experience/index.md) | 0% | 164 | 100% | 2 |
| [Cyber risk quantification](https://www.gane.ai/index/it/security/cyber-risk-quantification/index.md) | 0% | 68 | 0% | 1 |

## What the models said for it

- "Enterprise-grade research programs | Enterprise" (GLM 4.7 FlashX, Cyber risk quant)

## And against it

- "These lean more toward HR/survey-based employee experience (EX) rather than technical digital workplace performance." (Grok 4.20, DEX)
- "though it may be more extensive and costly than necessary for a mid-sized company" (Perplexity Sonar, DEX)

## 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 | 1 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |
| 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 Qualtrics, from 7 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- guideflow.com: 6
- g2.com: 4
- peoplemanagingpeople.com: 3
- surveysparrow.com: 3
- cio.com: 2
- gable.to: 2
- infeedo.ai: 2
- selectsoftwarereviews.com: 2
- simpplr.com: 2
- topbusinesssoftware.com: 2

### Pages cited

- https://guideflow.com/blog/employee-experience-software: 5
- https://peoplemanagingpeople.com/tools/best-employee-experience-tools: 3
- https://cio.com/article/4240539/theres-no-best-dex-platform-but-there-is-one-for-you.html: 2
- https://g2.com/categories/employee-experience: 2
- https://g2.com/categories/employee-experience/small-business: 2
- https://gable.to/blog/post/employee-experience-software: 2
- https://infeedo.ai/blog/best-employee-experience-platforms-hr-automation: 2
- https://selectsoftwarereviews.com/buyer-guide/employee-experience-software: 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.