# Honeybee Benefits: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Flexible benefits and lifestyle spending accounts](https://www.gane.ai/index/hr/rewards/flexible-benefits-and-lifestyle-spending-accounts/index.md) | 0% | 31 | 0% | 2 |

## What the models said for it

- "Honeybee Benefits, which offers a modern, flexible benefits program with a mobile app for employees" (Mistral Small, Flexible benefits)
- "Best for Very Small Businesses" (MiniMax M2.5, Flexible benefits)

## 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 | 1 | 0 | 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 | 0 | 0 | 0 | 0 |
| 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 Honeybee Benefits, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- compt.io: 4
- f6s.com: 4
- joinforma.com: 4
- g2.com: 2
- guideflow.com: 2
- help.joon.io: 2
- joon.io: 2
- abajournal.com: 1
- apps.adp.com: 1
- associatedbank.com: 1

### Pages cited

- https://f6s.com/software/category/lifestyle-spending-account: 4
- https://joinforma.com/resources/best-personalized-benefits-platforms: 3
- https://compt.io/blog/15-best-lifestyle-spending-account-providers: 2
- https://compt.io/blog/compt-pricing: 2
- https://compt.io/use-cases/lifestyle-spending-accounts: 2
- https://guideflow.com/blog/lifestyle-spending-account-software: 2
- https://help.joon.io/hubfs/JOON%20LSA%20Report%202024.pdf: 2
- https://joinforma.com/resources/lifestyle-spending-account-providers: 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.