# NationsBenefits: 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/nationsbenefits

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Benefits administration](https://www.gane.ai/index/hr/core/benefits-administration/index.md) | 0% | 60 | 100% | 1 |

## And against it

- "Hit with multiple class actions after a 2023 cyberattack impacting 3 million patients" (Kimi K2, Benefits administration)

## 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 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| 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 NationsBenefits, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- apps.adp.com: 1
- bbgbroker.com: 1
- businessolver.com: 1
- capterra.com: 1
- classaction.org: 1
- colevannote.com: 1
- corpsyn.com: 1
- g2.com: 1
- getebm.com: 1
- inovapayroll.com: 1

### Pages cited

- https://apps.adp.com/en-US/apps/195376/ADP-Workforce-Now%C2%AE-Benefits-Administration/reviews: 1
- https://apps.adp.com/en-US/apps/195376/adp-workforce-now-benefits-administration/support: 1
- https://bbgbroker.com/common-benefits-administration-challenges-and-how-employers-can-solve-them: 1
- https://businessolver.com/: 1
- https://capterra.com/p/133745/Paycor-Perform/reviews: 1
- https://capterra.com/p/140807/Benefitsolver/reviews: 1
- https://capterra.com/p/155895/WorkforceNow/reviews: 1
- https://classaction.org/news/nationsbenefits-hit-with-class-actions-over-january-2023-cyberattack-impacting-3m-patients: 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.