# Qualtrics People Analytics: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/hr/vendors/qualtrics-people-analytics

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [People analytics](https://www.gane.ai/index/hr/planning/people-analytics/index.md) | 0% | 31 | 0% | 3 |

## What the models said for it

- "Qualtrics excels at employee experience and survey-driven analytics." (GLM 4.7 FlashX, People analytics)
- "Best for Employee Experience (XM) Insights" (DeepSeek V4 Flash, People analytics)

## 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 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Qualtrics People Analytics, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- bestdevops.com: 5
- leapsome.com: 5
- techrepublic.com: 5
- bangaloreorbit.com: 4
- mentorcliq.com: 4
- guideflow.com: 3
- leadchangegroup.com: 3
- lister.ai: 3
- peoplemanagingpeople.com: 3
- resources.rework.com: 3

### Pages cited

- https://bestdevops.com/top-10-workplace-people-analytics-tools-features-pros-cons-comparison: 5
- https://leapsome.com/comparisons/people-analytics-tools: 5
- https://techrepublic.com/article/hr-analytics-software: 5
- https://bangaloreorbit.com/blog/workplace-people-analytics-tools-features-pros-cons-comparison: 4
- https://mentorcliq.com/insights/people-analytics-platform: 4
- https://guideflow.com/blog/hr-analytics-software: 3
- https://peoplemanagingpeople.com/tools/best-hr-analytics-software: 3
- https://leadchangegroup.com/people-analytics-software/enterprise: 2

## Record

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