# Microsoft Viva: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 6 categories by 6 of 14 models. Page: https://www.gane.ai/index/hr/vendors/microsoft-viva

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Internal communications and intranet](https://www.gane.ai/index/hr/experience/internal-communications-and-intranet/index.md) | 0% | 29 | 0% | 4 |
| [Employee engagement surveys](https://www.gane.ai/index/hr/experience/employee-engagement-surveys/index.md) | 0% | 33 | 0% | 1 |
| [Internal talent marketplace](https://www.gane.ai/index/hr/performance/internal-talent-marketplace/index.md) | 0% | 57 | 0% | 1 |
| [Org charts and org design](https://www.gane.ai/index/hr/planning/org-charts-and-org-design/index.md) | 0% | 79 | 0% | 1 |
| [People analytics](https://www.gane.ai/index/hr/planning/people-analytics/index.md) | 0% | 70 | 0% | 1 |
| [Performance management](https://www.gane.ai/index/hr/performance/performance-management/index.md) | 0% | 54 | 100% | 1 |

## What the models said for it

- "look into Microsoft Viva... leveraging existing enterprise licenses at minimal extra cost" (Gemini 3.5 Flash, Internal talent marketpl)
- "Microsoft Viva offers the best value with minimal implementation friction" (MiniMax M2.5, Internal communications)
- "Microsoft Viva: Best if you're already in the Microsoft ecosystem" (Kimi K2, Employee engagement surv)
- "*Best Native Option for Microsoft-Heavy Organizations*" (Gemini 3.5 Flash, Internal communications)

## And against it

- "Be cautious with platforms like Workday, SAP SuccessFactors, and Microsoft Viva that offer AI-based performance forecasts without transparency about bias mitigation." (Claude Haiku 4.5, Performance management)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 3 | 1 | 0 | 4 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| 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 Microsoft Viva, from 23 of the 34 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 9
- capterra.com: 6
- leadchangegroup.com: 6
- resources.rework.com: 6
- workvivo.com: 6
- simpplr.com: 5
- blog.jostle.me: 4
- forbes.com: 4
- getapp.com: 4
- infeedo.ai: 4

### Pages cited

- https://infeedo.ai/blog/best-employee-engagement-platforms-for-hr-adoption: 4
- https://bangaloreorbit.com/blog/top-10-hr-analytics-platforms-features-pros-cons-comparison: 2
- https://bestdevops.com/top-10-workplace-people-analytics-tools-features-pros-cons-comparison: 2
- https://blog.jostle.me/blog/intranet-examples: 2
- https://braze.com/resources/articles/how-to-choose-a-customer-engagement-platform.md: 2
- https://en.ai-pedias.com/blog/ai-people-analytics-2026: 2
- https://exoplatform.com/blog/best-employee-engagement-platforms: 2
- https://flaree.app/blog/employee-engagement-platform-comparison: 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.