# SmartPath: 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/smartpath

## 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% | 65 | 0% | 1 |

## What the models said for it

- "an affordable financial wellness platform that provides employees with education, coaching, and tools" (Claude Haiku 4.5, Financial wellness)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| 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 | 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 SmartPath, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- avidonhealth.com: 1
- guideflow.com: 1
- myshortlister.com: 1
- saasworthy.com: 1
- softwaresuggest.com: 1
- sourceforge.net: 1
- vantagefit.io: 1
- wellable.co: 1
- work-club.com: 1

### Pages cited

- https://avidonhealth.com/hr-people-operations/best-wellness-platform-small-business: 1
- https://guideflow.com/blog/financial-wellness-software: 1
- https://myshortlister.com/financial-wellness-2/vendor-list: 1
- https://saasworthy.com/list/financial-wellness-software: 1
- https://softwaresuggest.com/financial-wellness-platform: 1
- https://sourceforge.net/software/financial-wellness/for-small-business: 1
- https://vantagefit.io/en/blog/financial-wellness-apps: 1
- https://wellable.co/blog/best-financial-wellness-apps-for-employees: 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.