# Upwards: 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/upwards

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Benefits administration](https://www.gane.ai/index/hr/core/benefits-administration/index.md) | 0% | 59 | 100% | 1 |

## And against it

- "not a standalone admin solution" (GLM 4.7 FlashX, 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 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| 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 Upwards, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- business.org: 1
- costbench.com: 1
- g2.com: 1
- getapp.com: 1
- gusto.com: 1
- hrpaypick.com: 1
- hrstacks.com: 1
- leadchangegroup.com: 1
- selectsoftwarereviews.com: 1
- slashdot.org: 1

### Pages cited

- https://business.org/hr/benefits/best-employee-benefits-administration-software: 1
- https://costbench.com/software/benefits-administration/zenefits: 1
- https://g2.com/categories/benefits-administration/small-business: 1
- https://getapp.com/hr-employee-management-software/benefits-administration/org/small-business: 1
- https://gusto.com/product/benefits: 1
- https://gusto.com/product/benefits/health: 1
- https://gusto.com/product/benefits/health/broker-integration: 1
- https://gusto.com/product/solutions/size/small-business: 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.