# Leave and absence management for small business 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 a small B2B company. Page: https://hr-ai-index.com/core/leave-and-absence-management/smb/

**Standing:** Vacation Tracker leads with 23% of first choices; verdict contested. 47 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Vacation Tracker | 23% | 8% | 40 |
| 2 | BambooHR | 21% | 27% | 45 |
| 3 | LeaveBoard | 13% | 6% | 32 |
| 4 | Timetastic | 9% | 4% | 24 |
| 5 | Day Off | 4% | 0% | 16 |
| 6 | Factorial | 4% | 21% | 19 |
| 7 | Gusto | 2% | 8% | 25 |
| 8 | AttendanceBot | 2% | 0% | 11 |
| 9 | Calamari | 2% | 0% | 12 |
| 10 | Zoho People | 2% | 12% | 16 |
| 11 | Connecteam | 2% | 0% | 11 |
| 12 | actiPLANS | 0% | 0% | 14 |

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

- Claude Haiku 4.5: BambooHR, Factorial; alternatives AttendanceBot, Calamari, Timetastic
- GPT-5.4 mini: Calamari; alternatives Day Off, Leave Dates, Pause
- Gemini 3.5 Flash: Vacation Tracker; alternatives AttendanceBot, BambooHR, Gusto, PurelyHR
- Perplexity Sonar: Timetastic; alternatives BambooHR, Day Off, Factorial, LeaveBoard
- Grok 4.1 Fast: BambooHR; alternatives Gusto, LeaveBoard, Rippling, actiPLANS
- Mistral Small: Vacation Tracker; alternatives AttendanceBot, Factorial
- DeepSeek V4 Flash: BambooHR; alternatives Factorial, Vacation Tracker, Zoho People
- Llama 4 Maverick: Vacation Tracker; alternatives Factorial
- Qwen 3.7 Flash: Vacation Tracker; alternatives Factorial
- Kimi K2: BambooHR; alternatives Gusto, Leave Dates, Zoho People
- GLM 4.7 FlashX: AttendanceBot; alternatives BambooHR, Factorial, Homebase, LeaveBoard
- MiniMax M2.5: BambooHR; alternatives CharlieHR, Timetastic
- GPT-6 Luna: BambooHR; alternatives Gusto, Vacation Tracker
- Muse Glimmer 30B: no first choice

## Sources the answers cite

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

- peoplemanagingpeople.com: 50 answers, 65 citations
- forbes.com: 44 answers, 49 citations
- guideflow.com: 37 answers, 38 citations
- employsome.com: 37 answers, 37 citations
- attendancebot.com: 30 answers, 34 citations
- actiplans.com: 25 answers, 37 citations
- firsthr.app: 24 answers, 28 citations
- leapsome.com: 23 answers, 24 citations

Pages named in the most answers:

- https://forbes.com/advisor/business/software/best-leave-management-systems (44 answers)
- https://peoplemanagingpeople.com/tools/best-leave-management-software (40 answers)
- https://employsome.com/best/leave-management-software (37 answers)
- https://guideflow.com/blog/leave-management-software (37 answers)
- https://attendancebot.com/blog/8-best-leave-management-software-for-small-businesses-in-2026 (29 answers)
- https://actiplans.com/blog/free-leave-management-software (23 answers)
- https://firsthr.app/compare/general/leave-management-system (22 answers)
- https://leapsome.com/blog/absence-management-software (20 answers)
- https://fitsmallbusiness.com/best-leave-management-system (18 answers)
- https://articsledge.com/post/leave-management-software (17 answers)

## Warned against

- BambooHR: 12 of 45 labels negative. "Tools like BambooHR, Rippling, or Deel are designed for mid-sized to large companies and can be overwhelming and expensive for very small teams." (Mistral Small, negative prompt)
- Workday: 6 of 6 labels negative. "Many comprehensive HR platforms (like Workday, UKG, or enterprise-focused systems) are designed for large organizations... "too much power for your needs"" (MiniMax M2.5, negative prompt)
- Rippling: 6 of 13 labels negative. "Tools like Rippling, Workday, and ADP Workforce Now are built for larger organizations and present several problems for small businesses" (DeepSeek V4 Flash, negative prompt)
- ADP Workforce Now: 4 of 4 labels negative. "built for larger organizations and present several problems for small businesses" (DeepSeek V4 Flash, negative prompt)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat.
New leader: Timetastic (25%) to Vacation Tracker (24%). Margin 14 points, beyond the floor.

- BambooHR: 6% to 21%, +16. Cleared the floor by 3 points · rank 7 → 2 of 58.
- Timetastic: 25% to 10%, −15. Cleared the floor by 2 points · rank 1 → 4 of 58.
- Factorial: 0% to 5%, +5. Inside the floor by 8 points · rank 19 → 6 of 58.
- Gusto: 6% to 2%, −3. Inside the floor by 10 points · rank 5 → 9 of 58.
- PurelyHR: 6% to 2%, −3. Inside the floor by 10 points · rank 6 → 13 of 58.
- Vacation Tracker: 21% to 24%, +3. Inside the floor by 10 points · rank 2 → 1 of 58.
- Zoho People: 0% to 2%, +2. Inside the floor by 11 points · rank 22 → 12 of 58.
- AttendanceBot: 4% to 2%, −1. Inside the floor by 12 points · rank 8 → 11 of 58.
- LeaveBoard: 13% to 12%, −1. Inside the floor by 12 points · rank 3 of 58, unchanged.
- Day Off: 6% to 5%, −1. Inside the floor by 12 points · rank 4 → 5 of 58.
- Calamari: 2% to 2%, ±0. Inside the floor by 13 points · rank 9 → 10 of 58.
- actiPLANS: 0% to 0%, ±0. Inside the floor by 13 points · rank 18 → 15 of 58.

## 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.