# Qualtrics 360 Development: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 18 judge labels across 1 category by 10 of 14 models. Page: https://www.gane.ai/index/hr/vendors/qualtrics-360-development

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [360 feedback](https://www.gane.ai/index/hr/performance/360-feedback/index.md) | 0% | 41 | 39% | 18 |

## What the models said for it

- "Best for: Large enterprises with complex organizational structures and custom survey requirements." (Gemini 3.5 Flash, 360 feedback)
- "Dedicated/Enterprise Survey & Feedback Tools: Examples: Qualtrics, SurveySparrow, CultureORCA" (Gemini 3.5 Flash, 360 feedback)
- "If you are a large enterprise with heavy analytics needs: → Qualtrics or Culture Amp" (DeepSeek V4 Flash, 360 feedback)
- "Best for large enterprises already running Qualtrics for experience management" (Muse Glimmer 30B, 360 feedback)

## And against it

- "Avoid overly enterprise-focused tools like Qualtrics or Workday unless you have complex needs or a bigger budget." (Grok 4.20, 360 feedback)
- "More flexible for custom surveys but less "out-of-the-box" for development. Pricing varies; Qualtrics is enterprise-leaning." (Grok 4.20, 360 feedback)
- "Enterprise-grade, deep analytics, but higher price point; good for large B2B firms with complex needs." (MiniMax M2.5, 360 feedback)
- "Powerful but often overkill; requires significant configuration expertise" (Kimi K2, 360 feedback)

## 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 | 2 | 1 | 0 | 3 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 2 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| 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 | 3 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 1 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 1 | 1 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Qualtrics 360 Development, from 52 of the 58 answers that named it (only the models that return a source list).

### Domains cited

- nanoglobals.com: 28
- feedbackpulse.com: 25
- softwareadvice.com: 24
- teamflect.com: 20
- capterra.com: 17
- forbes.com: 16
- thrivesparrow.com: 16
- betterworks.com: 14
- getapp.com: 14
- effy.ai: 13

### Pages cited

- https://nanoglobals.com/recommended/360-degree-feedback-tools: 28
- https://softwareadvice.com/hr/360-degree-feedback-comparison: 22
- https://teamflect.com/blog/hr-tech/best-360-feedback-tools: 18
- https://forbes.com/advisor/business/software/best-360-feedback-software: 15
- https://feedbackpulse.com/resources/360-feedback-tools: 13
- https://feedbackpulse.com/resources/best-360-review-software: 13
- https://thrivesparrow.com/blog/360-feedback-software: 13
- https://leadbeyond.de/insights/360-feedback-software-comparison: 12

## In its own words

What Qualtrics 360 Development's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: 効果の見える具体的なマネジャー・アクションをクアルトリクスのエンゲージメント調査と360評価で実現！ (https://learn.qualtrics.com/ja-360-development-webinar)
- For: EX担当者様 (https://learn.qualtrics.com/ja-360-development-webinar)

## 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.