# Proliant: 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/proliant

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Time and attendance](https://www.gane.ai/index/hr/core/time-and-attendance/index.md) | 0% | 77 | 100% | 1 |

## And against it

- "Be cautious for payroll-heavy or multi-feature use." (Grok 4.20, Time and attendance)

## 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 | 1 | 1 |
| 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 Proliant, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 3
- softwareadvice.com: 2
- 4spotconsulting.com: 1
- applaudhr.com: 1
- arxiv.org: 1
- asana.com: 1
- capterra.com: 1
- computools.com: 1
- empeon.com: 1
- evincedev.com: 1

### Pages cited

- https://4spotconsulting.com/top-ai-onboarding-software-solutions-a-review-for-strategic-hr: 1
- https://applaudhr.com/blog/onboarding-offboarding/why-most-onboarding-software-projects-fail: 1
- https://arxiv.org/pdf/2607.16543v2: 1
- https://asana.com/resources/new-hire-onboarding-challenges-solutions: 1
- https://capterra.com/p/129605/WorkEasy-Software/reviews: 1
- https://capterra.com/p/134003/Buddy-Punch/reviews: 1
- https://computools.com/how-to-develop-banking-partner-onboarding-software: 1
- https://empeon.com/blog/the-ultimate-guide-to-employee-onboarding-solutions: 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.