# Time and attendance: what AI models recommend, September 2026

HR AI Recommendation Index, September 2026 Edition. Asked as "time and attendance system" and as "employee time tracking software", six framings each, to twelve models with search on, on behalf of a mid-market B2B company. Page: https://hr-ai-index.com/core/time-and-attendance/

**Standing:** UKG Ready leads with 15% of first choices; verdict contested. 52 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | UKG Ready | 15% | 6% | 16 |
| 2 | Clockify | 12% | 0% | 22 |
| 3 | Rippling | 12% | 0% | 15 |
| 4 | Homebase | 10% | 6% | 18 |
| 5 | Toggl Track | 10% | 0% | 10 |
| 6 | Connecteam | 8% | 5% | 21 |
| 7 | Jibble | 6% | 0% | 12 |
| 8 | TimeCamp | 6% | 0% | 10 |
| 9 | Paylocity | 6% | 0% | 11 |
| 10 | QuickBooks Time | 4% | 6% | 17 |
| 11 | Buddy Punch | 2% | 14% | 14 |
| 12 | Deputy | 0% | 5% | 19 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: no first choice
- GPT-5.4 mini: Rippling; alternatives ADP, Connecteam, Deel, Deputy
- Gemini 3.5 Flash: Rippling; alternatives ADP Workforce Now, BigTime, ClickTime, Deputy
- Perplexity Sonar: UKG Ready; alternatives ADP Workforce Now, Deputy, Rippling
- Grok 4.1 Fast: Rippling; alternatives Paylocity, UKG Ready
- Mistral Small: UKG Ready; alternatives BambooHR, Rippling
- DeepSeek V4 Flash: Rippling, UKG Ready; alternatives BambooHR, Connecteam, Deputy, Paylocity
- Llama 4 Maverick: UKG Ready
- Qwen 3.7 Flash: Paylocity; alternatives Gusto, Harvest, Jibble, Replicon
- Kimi K2: Rippling; alternatives BambooHR, UKG Ready
- GLM 4.7 FlashX: Rippling, UKG Ready; alternatives ADP Workforce Now, BambooHR, Dayforce
- MiniMax M2.5: Paycor; alternatives Factorial

## Sources the answers cite

60 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- selectsoftwarereviews.com: 32 answers, 33 citations
- forbes.com: 30 answers, 38 citations
- peoplemanagingpeople.com: 28 answers, 30 citations
- gartner.com: 22 answers, 26 citations
- learn.g2.com: 20 answers, 28 citations
- techrepublic.com: 16 answers, 17 citations
- g2.com: 15 answers, 25 citations
- worldmetrics.org: 15 answers, 20 citations

Pages named in the most answers:

- https://selectsoftwarereviews.com/buyer-guide/time-and-attendance-software (32 answers)
- https://peoplemanagingpeople.com/tools/best-time-and-attendance-software (23 answers)
- https://forbes.com/advisor/business/software/best-time-attendance-software (21 answers)
- https://gartner.com/reviews/market/time-and-attendance-software (21 answers)
- https://techrepublic.com/article/best-time-and-attendance-software (16 answers)
- https://business.com/categories/time-and-attendance-software (13 answers)
- https://learn.g2.com/best-time-and-attendance-software (13 answers)
- https://trackingtime.co/time-attendance-software/best-time-attendance-software.html (12 answers)
- https://forbes.com/advisor/business/software/best-time-tracking-software (11 answers)
- https://paylocity.com/why-paylocity/compare/lists/attendance-software (11 answers)

## Warned against

- Buddy Punch: 2 of 14 labels negative. "Be cautious of vendors with poor support, no integration, or hidden fees (Kronos, TimeForce, Buddy Punch, etc.)" (GLM 4.7 FlashX, negative prompt)
- Kronos: 2 of 3 labels negative. ""I wouldn't recommend it to my worst enemy." Users report: minimal development effort, escalating support fees, outdated systems, and poor customer support." (GLM 4.7 FlashX, negative prompt)
- TimeClock Plus: 2 of 3 labels negative. "Targeted in 2019 class actions for fingerprint scans." (Grok 4.1 Fast, negative prompt)
- UKG Pro: 2 of 11 labels negative. "Multiple ransomware attacks ... slow support, buggy mobile clock-ins, logouts, outdated UI, high implementation costs, integration issues. Past BIPA suits add risk." (Grok 4.1 Fast, negative prompt)

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, September 2026 Edition, hr-ai-index.com.