# uAttend: 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/uattend

## 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% | 80 | 100% | 1 |

## And against it

- "Fingerprint scanning failures, non-intuitive interface, weak customer service" (Grok 4.20, 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 | 1 | 1 |
| 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 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named uAttend, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 1
- g2.com: 1
- getapp.ca: 1
- jibble.io: 1
- reddit.com: 1
- softwareadvice.com: 1
- softwareadvice.ie: 1
- trustpilot.com: 1

### Pages cited

- https://capterra.com/p/129605/WorkEasy-Software/reviews: 1
- https://capterra.com/p/134003/Buddy-Punch/reviews: 1
- https://g2.com/categories/time-attendance: 1
- https://g2.com/products/timeclock-plus-by-tcp/reviews: 1
- https://getapp.ca/reviews/102699/proliant: 1
- https://jibble.io/reviews/honest-review-of-uattend-2023: 1
- https://reddit.com/r/nonprofit/comments/1lasg7x/time_attendance_software_advice_or_does_anyone: 1
- https://softwareadvice.com/hr/time-and-attendance-profile/reviews: 1

## What it publishes

Every page uattend.com exposes, read 2026-09-29: 27 addresses. By kind, pages and the last 90 days:

- blog: 22 pages, 0 in the last 90 days, latest 2026-05-22
- comparison: 2 pages, 0 in the last 90 days, latest 2026-03-18
- Recent: 2026-05-22 blog: Leave tracking system integration guide payroll https://uattend.com/blog/leave-tracking-system-integration-guide-payroll/
- Recent: 2026-05-22 blog: Employee timesheet payroll accuracy tools 2026 https://uattend.com/blog/employee-timesheet-payroll-accuracy-tools-2026/
- Recent: 2026-04-24 blog: Geofencing time clock guide remote workforce https://uattend.com/blog/geofencing-time-clock-guide-remote-workforce/
- Recent: 2026-04-23 blog: Buddy punching prevention biometric gps face https://uattend.com/blog/buddy-punching-prevention-biometric-gps-face/
- Recent: 2026-04-22 blog: Time clock payroll integration guide small https://uattend.com/blog/time-clock-payroll-integration-guide-small/
- Recent: 2026-04-21 blog: Top workforce management platforms for small businesses what to compare before you choose https://uattend.com/blog/top-workforce-management-platforms-for-small-businesses-what-to-compare-before-you-choose/

## 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.