# Leave and absence management for enterprise buyers: what AI models recommend, October 2026

HR AI Recommendation Index, October 2026 Edition. Asked as "leave management software" and as "PTO tracking tool", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Page: https://hr-ai-index.com/core/leave-and-absence-management/enterprise/

**Standing:** Workday leads with 38% of first choices; verdict contested. 50 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Workday | 38% | 18% | 49 |
| 2 | UKG Pro | 10% | 9% | 35 |
| 3 | AbsenceSoft | 8% | 5% | 20 |
| 4 | ADP Workforce Now | 4% | 12% | 17 |
| 5 | BambooHR | 4% | 53% | 32 |
| 6 | Rippling | 2% | 16% | 32 |
| 7 | SAP SuccessFactors | 2% | 5% | 19 |
| 8 | Oracle Fusion Cloud Absence Management | 0% | 17% | 12 |
| 9 | Dayforce | 0% | 20% | 10 |
| 10 | Vacation Tracker | 0% | 67% | 12 |

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

- Claude Haiku 4.5: Workday; alternatives AbsenceSoft, Dayforce, JJ Keller Leave Manager, Rippling
- GPT-5.4 mini: Workday; alternatives AbsenceSoft
- Gemini 3.5 Flash: AbsenceSoft; alternatives AttendanceBot, Rippling, Vacation Tracker, Workday
- Perplexity Sonar: Workday; alternatives Rippling, WorkForce Software
- Grok 4.1 Fast: Workday; alternatives ADP Workforce Now, Dayforce, SAP SuccessFactors Workforce Management, UKG Pro
- Mistral Small: UKG Pro Absence Management, Workday; alternatives BambooHR
- DeepSeek V4 Flash: Workday; alternatives Deel, Oracle Fusion Cloud Absence Management, SAP SuccessFactors Leave Management, e-days
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Workday; alternatives BambooHR, Rippling, SAP SuccessFactors, UKG Pro
- Kimi K2: UKG Pro, Workday; alternatives ADP Workforce Now, Oracle Fusion Cloud Absence Management, SAP SuccessFactors
- GLM 4.7 FlashX: Workday; alternatives Dayforce, HONO, Rippling, SAP SuccessFactors Absence & Leave Management
- MiniMax M2.5: Workday; alternatives ADP Vantage HCM, Oracle Fusion Cloud Absence Management, SAP SuccessFactors, UKG Pro
- GPT-6 Luna: AbsenceSoft; alternatives ADP Total Absence Management, UKG Pro Absence, Workday Absence
- Muse Glimmer 30B: Workday HCM – Absence Management; alternatives SAP SuccessFactors, e-days

## Sources the answers cite

75 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- guideflow.com: 34 answers, 42 citations
- employsome.com: 30 answers, 30 citations
- articsledge.com: 29 answers, 29 citations
- gitnux.org: 28 answers, 52 citations
- peoplemanagingpeople.com: 28 answers, 33 citations
- worldmetrics.org: 25 answers, 47 citations
- leapsome.com: 22 answers, 22 citations
- actiplans.com: 21 answers, 22 citations

Pages named in the most answers:

- https://guideflow.com/blog/leave-management-software (33 answers)
- https://employsome.com/best/leave-management-software (30 answers)
- https://articsledge.com/post/leave-management-software (29 answers)
- https://leapsome.com/blog/absence-management-software (22 answers)
- https://actiplans.com/blog/free-leave-management-software (19 answers)
- https://forbes.com/advisor/business/software/best-leave-management-systems (15 answers)
- https://softwarefinder.com/resources/best-leave-management-software (13 answers)
- https://apps365.com/blog/top-leave-management-software (12 answers)
- https://hono.ai/blog/best-employee-leave-management-system-for-enterprise (12 answers)
- https://peoplemanagingpeople.com/tools/best-pto-tracking-software (12 answers)

## Warned against

- BambooHR: 17 of 32 labels negative. "frequently flagged as a tool that works well for small to mid-sized businesses... but struggles at enterprise scale" (MiniMax M2.5, negative prompt)
- Workday: 9 of 49 labels negative. "What to Avoid: | Workday | $45-$100+ per employee/month | Costs scale linearly with headcount" (Kimi K2, budget prompt)
- Vacation Tracker: 8 of 12 labels negative. "Avoid for Predictability ... Pure trackers (e.g., Vacation Tracker, Timetastic): ... lack enterprise depth for thousands" (Grok 4.1 Fast, budget prompt)
- Timetastic: 6 of 7 labels negative. "SMB-Focused Standalone Tools (e.g., Timetastic, WhosOff, Vacation Tracker):
   - Why? Limited scalability for high-volume requests" (Grok 4.1 Fast, negative prompt)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: Workday at 40%.

- Rippling: 10% to 2%, −8. Inside the floor by 5 points · rank 2 → 7 of 89.
- UKG Pro: 8% to 12%, +4. Inside the floor by 9 points · rank 3 → 2 of 89.
- Workday: 37% to 40%, +4. Inside the floor by 9 points · rank 1 of 89, unchanged.
- BambooHR: 2% to 5%, +3. Inside the floor by 10 points · rank 19 → 6 of 89.
- ADP Workforce Now: 0% to 2%, +2. Inside the floor by 11 points · rank 21 → 9 of 89.
- Dayforce: 2% to 0%, −2. Inside the floor by 11 points · rank 8 → 19 of 89.
- SAP SuccessFactors: 4% to 2%, −2. Inside the floor by 11 points · rank 6 → 8 of 89.
- AbsenceSoft: 6% to 7%, +1. Inside the floor by 12 points · rank 4 → 3 of 89.
- Oracle Fusion Cloud Absence Management: 0% to 0%, ±0. Inside the floor by 13 points · rank 20 → 18 of 89.
- Vacation Tracker: 0% to 0%, ±0. Inside the floor by 13 points · rank 87 → 89 of 89.

## 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.