# 4PLAN HR LIGHT: 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/4plan-hr-light

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Workforce planning](https://www.gane.ai/index/hr/planning/workforce-planning/index.md) | 0% | 127 | 100% | 2 |

## And against it

- "may be useful for budgeting, but they should not be treated as strategic workforce-planning systems" (Perplexity Sonar, Workforce planning)
- "4PLAN HR LIGHT are headcount-budgeting tools, not strategic workforce planning" (Muse Glimmer 30B, Workforce planning)

## 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 | 1 | 1 |
| 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 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named 4PLAN HR LIGHT, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- culturro.com: 2
- resources.rework.com: 2
- anywherer.com: 1
- assets.kpmg.com: 1
- cfoshortlist.com: 1
- disprz.ai: 1
- en.ai-pedias.com: 1
- guideflow.com: 1
- happeo.com: 1
- hrtechsaas.com: 1

### Pages cited

- https://culturro.com/hr-software/strategic-workforce-planning/for-mid-market: 2
- https://resources.rework.com/tools/workforce-management/best-workforce-planning-software-2026: 2
- https://anywherer.com/best-workforce-planning-software: 1
- https://assets.kpmg.com/content/dam/kpmgsites/ie/pdf/insights/consulting/ie-strategic-workforce-planning.pdf.coredownload.inline.pdf: 1
- https://cfoshortlist.com/reports/best-workforce-planning-software: 1
- https://culturro.com/hr-software/strategic-workforce-planning: 1
- https://culturro.com/hr-software/strategic-workforce-planning/compare: 1
- https://disprz.ai/blog/workforce-planning-software: 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.