# Humanity: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 3 categories by 4 of 14 models. Page: https://www.gane.ai/index/hr/vendors/humanity

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Workforce scheduling](https://www.gane.ai/index/hr/core/workforce-scheduling/index.md) | 0% | 20 | 0% | 4 |
| [Time and attendance](https://www.gane.ai/index/hr/core/time-and-attendance/index.md) | 0% | 64 | 0% | 1 |
| [Workforce management suites](https://www.gane.ai/index/hr/core/workforce-management-suites/index.md) | 0% | 55 | 0% | 1 |

## What the models said for it

- "Focus on automation and skills-matching; scalable for 500+." (Grok 4.20, Workforce scheduling)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 0 | 2 | 0 | 2 |
| 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 | 1 | 0 | 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 Humanity, from 11 of the 20 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 6
- softwareadvice.com: 6
- g2.com: 5
- peoplemanagingpeople.com: 5
- selecthub.com: 4
- forbes.com: 3
- guideflow.com: 3
- spotsaas.com: 3
- appsruntheworld.com: 2
- fitsmallbusiness.com: 2

### Pages cited

- https://softwareadvice.com/hr/employee-scheduling-comparison: 4
- https://guideflow.com/blog/workforce-management-software: 3
- https://appsruntheworld.com/top-10-hcm-software-vendors-in-workforce-scheduling-market-segment: 2
- https://forbes.com/advisor/business/software/best-employee-scheduling-software: 2
- https://hrstacks.com/best-employee-scheduling-software: 2
- https://peoplemanagingpeople.com/tools/best-enterprise-employee-scheduling-software: 2
- https://resources.rework.com/tools/workforce-management/best-employee-scheduling-software-2026: 2
- https://zimyo.com/insights/best-workforce-management-software-for-a-small-business: 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.