# Tuition.io: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Financial wellness platforms](https://www.gane.ai/index/hr/rewards/financial-wellness-platforms/index.md) | 0% | 36 | 0% | 4 |

## 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 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| 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 Tuition.io, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 5
- leadchangegroup.com: 5
- deskbreak.app: 4
- joinsmartpath.com: 4
- softwaresuggest.com: 4
- selectsoftwarereviews.com: 3
- peoplemanagingpeople.com: 2
- rfp.wiki: 2
- adp.com: 1
- business.com: 1

### Pages cited

- https://deskbreak.app/workplace-wellness-programs/financial-wellness: 4
- https://joinsmartpath.com/content/financial-wellness-providers-a-side-by-side-comparison: 4
- https://leadchangegroup.com/financial-wellness-platforms/compare: 4
- https://softwaresuggest.com/financial-wellness-platform: 4
- https://g2.com/categories/financial-wellness: 3
- https://selectsoftwarereviews.com/buyer-guide/employee-financial-wellness-platforms: 3
- https://g2.com/categories/financial-wellness/small-business: 2
- https://leadchangegroup.com/financial-wellness-platforms: 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.