# Morgan Stanley at Work: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/hr/vendors/morgan-stanley-at-work

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Financial wellness platforms](https://www.gane.ai/index/hr/rewards/financial-wellness-platforms/index.md) | 2% | 10 | 0% | 4 |

## What the models said for it

- "Morgan Stanley at Work is best for mid-market and enterprise employers that need workplace financial benefits and equity plan support in one place" (Claude Haiku 4.5, Financial wellness)
- "Choose Origin or Morgan Stanley at Work when employees need equity-compensation, retirement, or sophisticated planning support." (Perplexity Sonar, Financial wellness)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 | 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 Morgan Stanley at Work, from 11 of the 11 answers that named it (only the models that return a source list).

### Domains cited

- guideflow.com: 10
- g2.com: 6
- leadchangegroup.com: 6
- peoplemanagingpeople.com: 6
- softwaresuggest.com: 6
- myshortlister.com: 5
- rewordin.com: 5
- wellable.co: 5
- selectsoftwarereviews.com: 4
- innerbuddies.com: 3

### Pages cited

- https://guideflow.com/blog/financial-wellness-software: 10
- https://leadchangegroup.com/financial-wellness-platforms: 6
- https://leadchangegroup.com/financial-wellness-platforms/enterprise: 6
- https://softwaresuggest.com/financial-wellness-platform: 6
- https://myshortlister.com/financial-wellness-2/vendor-list: 5
- https://rewordin.com/blog/best-employee-financial-wellness-platforms-2026: 5
- https://wellable.co/blog/best-financial-wellness-apps-for-employees: 5
- https://selectsoftwarereviews.com/buyer-guide/employee-financial-wellness-platforms: 4

## 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.