# Leave and absence management for small business buyers: what AI models recommend, November 2026

Gane Index, November 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://www.gane.ai/index/hr/core/leave-and-absence-management/2026-11/smb

**Standing:** LeaveBoard leads with 21% of first choices; verdict contested. 52 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [LeaveBoard](https://www.gane.ai/index/hr/vendors/leaveboard/index.md) | 21% | 0% | 40 |
| 2 | [Gusto](https://www.gane.ai/index/hr/vendors/gusto/index.md) | 13% | 9% | 22 |
| 3 | [Calamari](https://www.gane.ai/index/hr/vendors/calamari/index.md) | 12% | 8% | 38 |
| 4 | [Vacation Tracker](https://www.gane.ai/index/hr/vendors/vacation-tracker/index.md) | 10% | 2% | 52 |
| 5 | [Timetastic](https://www.gane.ai/index/hr/vendors/timetastic/index.md) | 10% | 0% | 42 |
| 6 | [BambooHR](https://www.gane.ai/index/hr/vendors/bamboohr/index.md) | 10% | 38% | 52 |
| 7 | [CharlieHR](https://www.gane.ai/index/hr/vendors/charliehr/index.md) | 6% | 6% | 18 |
| 8 | [Day Off](https://www.gane.ai/index/hr/vendors/day-off/index.md) | 4% | 0% | 17 |
| 10 | [Rippling](https://www.gane.ai/index/hr/vendors/rippling/index.md) | 4% | 53% | 15 |
| 15 | [Leave Dates](https://www.gane.ai/index/hr/vendors/leave-dates/index.md) | 0% | 5% | 20 |
| 16 | [Zoho People](https://www.gane.ai/index/hr/vendors/zoho-people/index.md) | 0% | 0% | 17 |
| 20 | [Factorial](https://www.gane.ai/index/hr/vendors/factorial/index.md) | 0% | 31% | 16 |

Rank is by share of first choices among all 82 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

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

- Claude Haiku 4.5: AttendanceBot; alternatives BambooHR, Calamari, Vacation Tracker, actiPLANS
- GPT-5.4 mini: Calamari, Rippling; alternatives Leave Dates, Zoho People
- Gemini 3.5 Flash: Vacation Tracker; alternatives Deel, Flamingo, Gusto, Leave Dates
- Perplexity Sonar: BambooHR; alternatives Calamari, Factorial, LeaveBoard, Timetastic
- Grok 4.20: Calamari; alternatives Leave Dates, LeaveBoard, Vacation Tracker
- Mistral Small: CharlieHR, Timetastic; alternatives Clockify, Leave Dates, Vacation Tracker
- DeepSeek V4 Flash: Calamari; alternatives BambooHR, Vacation Tracker, Zoho People
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: LeaveBoard; alternatives BambooHR, Calamari, Timetastic, Zoho People
- Kimi K2: BambooHR, Rippling; alternatives Calamari, CharlieHR, Timetastic, Vacation Tracker
- GLM 4.7 FlashX: CharlieHR; alternatives BambooHR, Calamari, LeaveBoard, Vacation Tracker
- MiniMax M2.5: Calamari; alternatives LeaveBoard, Replicon, Vacation Tracker
- GPT-6 Luna: Gusto; alternatives Vacation Tracker
- Muse Glimmer 30B: CharlieHR, Timetastic; alternatives BambooHR, Calamari, Leave Dates, LeaveBoard

## Sources the answers cite

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

- forbes.com: 38 answers, 39 citations
- charliehr.com: 31 answers, 39 citations
- leavedates.com: 26 answers, 26 citations
- softwareadvice.com: 25 answers, 35 citations
- fitsmallbusiness.com: 22 answers, 22 citations
- capterra.com: 21 answers, 45 citations
- leadchangegroup.com: 20 answers, 27 citations
- peoplemanagingpeople.com: 20 answers, 26 citations

Pages named in the most answers:

- https://forbes.com/advisor/business/software/best-leave-management-systems (37 answers)
- https://charliehr.com/best-leave-management-systems (31 answers)
- https://leavedates.com/articles/7-best-leave-management-systems-for-small-businesses (26 answers)
- https://fitsmallbusiness.com/best-leave-management-system (22 answers)
- https://peoplemanagingpeople.com/tools/best-leave-management-software (19 answers)
- https://employsome.com/best/leave-management-software (16 answers)
- https://leadchangegroup.com/pto-tracking-software/small-business (14 answers)
- https://saasworthy.com/list/leave-management-system (14 answers)
- https://sourceforge.net/software/leave-management/for-small-business (14 answers)
- https://actiplans.com/blog/free-leave-management-software (13 answers)

## Warned against

- BambooHR: 20 of 52 labels negative. "Avoid starting with full HR suites such as BambooHR unless ... those typically cost substantially more" (Perplexity Sonar, budget prompt)
- Rippling: 8 of 15 labels negative. "Recent small-business review summaries for Rippling mention complaints about confusing reporting setup, slow performance, and a learning curve that can be overwhelming." (GPT-5.4 mini, negative prompt)
- Factorial: 5 of 16 labels negative. "free tiers of BambooHR/Factorial may include leave features but can feel like overkill or have hidden costs" (Grok 4.20, budget prompt)
- Workday: 3 of 5 labels negative. "Enterprise-Grade HR Suites (e.g., Workday, SAP SuccessFactors, Oracle HCM)

Why avoid: These are designed for large enterprises" (DeepSeek V4 Flash, negative prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
New leader: Vacation Tracker (23%) to LeaveBoard (21%). Margin 11 points, within noise.

- Vacation Tracker: 23% to 10%, −13. Cleared the floor by 0 points · rank 1 → 4 of 82.
- Gusto: 2% to 13%, +11. Inside the floor by 2 points · rank 9 → 2 of 82.
- BambooHR: 21% to 10%, −11. Inside the floor by 2 points · rank 2 → 6 of 82.
- Calamari: 2% to 12%, +10. Inside the floor by 3 points · rank 11 → 3 of 82.
- LeaveBoard: 13% to 21%, +8. Inside the floor by 5 points · rank 3 → 1 of 82.
- CharlieHR: 0% to 6%, +6. Inside the floor by 7 points · rank 22 → 7 of 82.
- actiPLANS: 0% to 4%, +4. Inside the floor by 9 points · rank 16 → 9 of 82.
- Rippling: 0% to 4%, +4. Inside the floor by 9 points · rank 44 → 10 of 82.
- Factorial: 4% to 0%, −4. Inside the floor by 9 points · rank 7 → 20 of 82.
- Zoho People: 2% to 0%, −2. Inside the floor by 11 points · rank 12 → 16 of 82.
- Timetastic: 9% to 10%, +1. Inside the floor by 12 points · rank 4 → 5 of 82.
- Day Off: 4% to 4%, ±0. Inside the floor by 13 points · rank 6 → 8 of 82.

## 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.