# Causal: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/hr/vendors/causal

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Workforce planning](https://www.gane.ai/index/hr/planning/workforce-planning/index.md) | 0% | 107 | 33% | 3 |

## And against it

- "with real depth caveats, Causal" (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 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| 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 Causal, from 6 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- cfoshortlist.com: 4
- resources.rework.com: 4
- charthop.com: 3
- disprz.ai: 3
- lative.ai: 3
- marketsplash.com: 3
- walkme.com: 3
- anywherer.com: 2
- dialzara.com: 2
- firsthr.app: 2

### Pages cited

- https://cfoshortlist.com/reports/best-workforce-planning-software: 4
- https://resources.rework.com/tools/workforce-management/best-workforce-planning-software-2026: 4
- https://disprz.ai/blog/workforce-planning-software: 3
- https://lative.ai/blog/headcount-planning-software: 3
- https://marketsplash.com/best-sales-headcount-planning-software: 3
- https://walkme.com/blog/workforce-planning-tools: 3
- https://anywherer.com/best-workforce-planning-software: 2
- https://dialzara.com/blog/best-workforce-planning-software-for-smbs: 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.