# Benemax: 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/benemax

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [HSA and FSA administrators](https://www.gane.ai/index/hr/rewards/hsa-and-fsa-administration/index.md) | 0% | 37 | 0% | 1 |

## What the models said for it

- "Benemax - a white glove service that takes the worry and work out of benefit management" (Llama 4 Maverick, HSA & FSA admin)

## 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 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| 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 Benemax, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- gane.ai/index: 2
- onedigital.com: 2
- investorrelations.umb.com: 1
- joinforma.com: 1
- linkedin.com: 1
- portal.naviabenefits.com: 1
- recruiterslineup.com: 1

### Pages cited

- https://onedigital.com/en-US/solutions/benemax: 2
- https://www.gane.ai/index/hr/rewards/hsa-and-fsa-administration/2026-09: 1
- https://www.gane.ai/index/hr/rewards/hsa-and-fsa-administration/smb: 1
- https://investorrelations.umb.com/news/news-details/2020/UMB-Healthcare-Services-Simplifies-Benefit-Card-Payment-Processing/default.aspx: 1
- https://joinforma.com/resources/best-benefits-administration-software: 1
- https://joinforma.com/resources/best-personalized-benefits-platforms: 1
- https://linkedin.com/in/cdbsagency: 1
- https://portal.naviabenefits.com/pdf/Navia_Product_Overview.pdf: 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.