# Work Shield: 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/work-shield

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Whistleblowing and investigations](https://www.gane.ai/index/hr/core/whistleblowing-and-investigations/index.md) | 0% | 43 | 0% | 2 |

## What the models said for it

- "a hybrid service like *Work Shield* is compelling compared to software-only options" (Gemini 3.5 Flash, Whistleblowing)

## 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 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| 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 Work Shield, from 4 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- navex.com: 4
- workshield.com: 4 (its own site)
- capterra.co.uk: 2
- caseiq.com: 2
- elker.com: 2
- faceup.com: 2
- gartner.com: 2
- jdsupra.com: 2
- mitratech.com: 2
- sourceforge.net: 2

### Pages cited

- https://workshield.com/best-misconduct-management-services-2026: 4
- https://navex.com/en-us/platform/whistleblowing-software-solutions: 3
- https://capterra.co.uk/directory/32417/whistleblowing/software: 2
- https://elker.com/articles/whistleblowing-software: 2
- https://gartner.com/reviews/market/whistleblowing-software: 2
- https://jdsupra.com/legalnews/best-ethics-hotline-and-investigation-9430546: 2
- https://bestdevops.com/top-10-ethics-whistleblower-hotline-software-features-pros-cons-comparison: 1
- https://capterra.ca/directory/32417/whistleblowing/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.