# GPTW: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/hr/vendors/gptw

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Employee engagement surveys](https://www.gane.ai/index/hr/experience/employee-engagement-surveys/index.md) | 0% | 83 | 100% | 1 |

## And against it

- "Full-service (they run it for you) | Good if you don't want to manage it internally, but you lose self-service analytics." (DeepSeek V4 Flash, Employee engagement surv)

## 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 | 0 | 0 | 1 | 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 | 0 | 0 | 0 | 0 |
| 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 GPTW, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- compono.com: 1
- cozyhr.com: 1
- datalion.com: 1
- feedbackpulse.com: 1
- getbravo.io: 1
- hrfuture.net: 1
- infeedo.ai: 1
- invizipoll.com: 1
- noon.ai: 1
- resources.rework.com: 1

### Pages cited

- https://compono.com/articles/culture-amp-pricing-guide-2026: 1
- https://cozyhr.com/blog/employee-engagement-survey-design-guide-india-2026: 1
- https://datalion.com/en/employee-survey: 1
- https://feedbackpulse.com/resources/best-employee-engagement-software: 1
- https://getbravo.io/employee-engagement-survey-platforms: 1
- https://hrfuture.net/strategy-operations/top-employee-engagement-survey-software-in-2026: 1
- https://infeedo.ai/blog/13-best-employee-engagement-survey-tools-in-2026-tested-comparedemployee-engagement-survey-tools: 1
- https://invizipoll.com/blog/employee-engagement-survey-tools: 1

## 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.