# UKG Pro: how AI models rank it, October 2026

HR AI Recommendation Index, October 2026 Edition. Named in 131 judge labels across 18 categories by 14 of 14 models. Page: https://hr-ai-index.com/vendors/ukg-pro/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| HRIS and HCM platforms | 4% | 8 | 43% | 23 |
| Leave and absence management | 2% | 10 | 10% | 10 |
| Workforce management suites | 0% | 19 | 31% | 32 |
| Time and attendance | 0% | 18 | 26% | 19 |
| Benefits administration | 0% | 26 | 12% | 8 |
| Workforce planning | 0% | 19 | 0% | 7 |
| HR compliance and policy management | 0% | 95 | 50% | 6 |
| Workforce scheduling | 0% | 22 | 0% | 6 |
| HR help desk and case management | 0% | 95 | 60% | 5 |
| Payroll software | 0% | 26 | 0% | 4 |
| People analytics | 0% | 33 | 0% | 3 |
| Global payroll and employer of record | 0% | 22 | 0% | 2 |
| 360 feedback | 0% | 67 | 100% | 1 |
| Applicant tracking systems | 0% | 54 | 100% | 1 |
| Employee monitoring | 0% | 58 | 0% | 1 |
| Employee onboarding | 0% | 52 | 0% | 1 |
| Flexible benefits and lifestyle spending accounts | 0% | 68 | 0% | 1 |
| Frontline employee apps | 0% | 59 | 0% | 1 |

## What the models said for it

- "Choose UKG Pro if you are a large enterprise with complex labor unions, multi-location operations, and need best-in-class scheduling." (Qwen 3.7 Flash, Time and attendance)
- "Holds the largest market share (~35%) in time and attendance software... Deepest enterprise scheduling and compliance tools" (DeepSeek V4 Flash, Time and attendance)
- "I'd lean UKG Pro for a mid-sized B2B company because it tends to hit the best balance of breadth, usability, and fit" (GPT-5.4 mini, HRIS and HCM platforms)
- "The All-Rounder: UKG Pro ... Choose UKG Pro if you need a traditional, heavy-duty suite that will last you 5-10 years." (Qwen 3.7 Flash, HRIS and HCM platforms)

## And against it

- "Tools like Gusto, Rippling, and UKG Pro offer 360 functionality... Why avoid: You'll end up creating workarounds" (Kimi K2, 360 feedback)
- "UKG (formerly Kronos) – Experienced a major ransomware attack; settled a $6M lawsuit related to the incident" (Kimi K2, HR help desk)
- "Systems to Be Wary Of: #### 1. UKG (formerly Kronos) ... Frequent system outages and usability glitches" (Qwen 3.7 Flash, Time and attendance)
- "Highest Caution: UKG (formerly Ultimate Kronos Group) ... Who should avoid: Smaller/mid-sized teams" (Grok 4.1 Fast, HRIS and HCM platforms)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- HRIS and HCM platforms: 0% to 4%, +4. Inside the floor by 9 points · rank 12 → 8 of 66.
- Leave and absence management: 0% to 2%, +2. Inside the floor by 11 points · rank 39 → 10 of 95.
- Workforce management suites: 0% to 0%, ±0. Inside the floor by 13 points · rank 16 → 19 of 78.
- Time and attendance: 0% to 0%, ±0. Inside the floor by 13 points · rank 20 → 18 of 86.
- Benefits administration: 0% to 0%, ±0. Inside the floor by 13 points · rank 17 → 26 of 67.
- Workforce planning: 0% to 0%, ±0. Inside the floor by 13 points · rank 76 → 19 of 98.
- HR compliance and policy management: 0% to 0%, ±0. Inside the floor by 13 points · rank 72 → 95 of 97.
- Workforce scheduling: 0% to 0%, ±0. Inside the floor by 13 points · rank 54 → 22 of 108.
- HR help desk and case management: 0% to 0%, ±0. Inside the floor by 13 points · rank 20 → 95 of 108.
- Payroll software: 0% to 0%, ±0. Inside the floor by 13 points · rank 18 → 26 of 58.
- People analytics: 0% to 0%, ±0. New · not ranked in September 2026 · rank 33 of 114.
- Global payroll and employer of record: 0% to 0%, ±0. Inside the floor by 13 points · rank 40 → 22 of 61.
- 360 feedback: 0% to 0%, ±0. Inside the floor by 13 points · rank 60 → 67 of 73.
- Applicant tracking systems: 0% to 0%, ±0. Inside the floor by 13 points · rank 40 → 54 of 65.
- Employee monitoring: 0% to 0%, ±0. New · not ranked in September 2026 · rank 58 of 75.
- Employee onboarding: 0% to 0%, ±0. Inside the floor by 13 points · rank 87 → 52 of 87.
- Flexible benefits and lifestyle spending accounts: 0% to 0%, ±0. New · not ranked in September 2026 · rank 68 of 90.
- Frontline employee apps: 0% to 0%, ±0. Inside the floor by 13 points · rank 89 → 59 of 106.

## In its own words

What UKG Pro's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: AI-powered UKG Pro suite (https://ukg.com/)
- For: enterprise business (https://www.ukg.com/products/payroll)
- Customers named: Hawaiian Airlines, Lettuce Entertain You Restaurants, State of Indiana

## What it publishes

Every page ukg.com exposes, read 2026-09-29: 2801 addresses. By kind, pages and the last 90 days:

- blog: 1125 pages, 0 in the last 90 days, latest undated
- case study: 8 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 137 pages, 0 in the last 90 days, latest undated
- conference or event: 10 pages, 0 in the last 90 days, latest undated
- report or ebook: 193 pages, 0 in the last 90 days, latest undated
- comparison: 11 pages, 0 in the last 90 days, latest undated
- template or tool: 16 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 372 pages, 0 in the last 90 days, latest undated
- podcast or video: 4 pages, 0 in the last 90 days, latest undated
- news or press: 260 pages, 0 in the last 90 days, latest undated

## 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, October 2026 Edition, hr-ai-index.com.