# ClarityCheck: 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/claritycheck

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Recognition and rewards](https://www.gane.ai/index/hr/experience/recognition-and-rewards/index.md) | 0% | 92 | 100% | 1 |

## And against it

- "Major red flag: Exposed 9 million facial images in an unsecured, publicly accessible database" (GLM 4.7 FlashX, Recognition and rewards)

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

### Domains cited

- arxiv.org: 1
- blog.rewardian.com: 1
- bountixp.com: 1
- businesstechweekly.com: 1
- capterra.co.uk: 1
- capterra.com: 1
- computerweekly.com: 1
- cpur.in: 1
- davidsonmorris.com: 1
- ftc.gov: 1

### Pages cited

- https://arxiv.org/html/2510.03035v1: 1
- https://blog.rewardian.com/four-employee-recognition-platform-complaints: 1
- https://bountixp.com/blog/common-problems-with-employee-recognition-programmes-and-how-to-solve-them: 1
- https://businesstechweekly.com/technology-news/cybersecurity-dilemmas-data-breaches-ai-vulnerabilities-and-government-risks-in-august-2026: 1
- https://capterra.co.uk/directory/30818/employee-recognition/software: 1
- https://capterra.com/employee-recognition-software: 1
- https://computerweekly.com/news/366652274/UK-data-watchdog-warns-Met-Police-over-shadow-IT-data-breach: 1
- https://cpur.in/iqac/naac-documents/other/Consolidate/Algorithmic%20Vigilance%20Balancing%20Privacy%20and%20Security%20in%20Facial%20Recognition.pdf: 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.