# Mitrefinch: 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/mitrefinch

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Time and attendance](https://www.gane.ai/index/hr/core/time-and-attendance/index.md) | 0% | 87 | 100% | 1 |

## And against it

- "I would not recommend this product" (Muse Glimmer 30B, Time and attendance)

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

### Domains cited

- arxiv.org: 1
- capterra.com: 1
- easyclocking.com: 1
- evalu-8.com: 1
- forbes.com: 1
- g2.com: 1
- gartner.com: 1
- jibble.io: 1
- justlogin.com: 1
- legion.co: 1

### Pages cited

- http://arxiv.org/pdf/2502.09837: 1
- https://capterra.com/p/172648/Advanced-Time-and-Attendance/reviews: 1
- https://easyclocking.com/resources/trends/time-and-attendance-software-trends-2025-validate-with-peer-reviews-and-reddit: 1
- https://evalu-8.com/hr/what-are-the-disadvantages-of-time-and-attendance-systems: 1
- https://forbes.com/advisor/business/software/best-time-attendance-software: 1
- https://g2.com/categories/time-attendance: 1
- https://gartner.com/reviews/product/adp-time-and-attendance: 1
- https://jibble.io/reviews/brighthr: 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.