# Workforce management suites for small business buyers: what AI models recommend, September 2026

HR AI Recommendation Index, September 2026 Edition. Asked as "workforce management software" and as "WFM platform for an hourly workforce", six framings each, to twelve models with search on, on behalf of a small B2B company. Page: https://hr-ai-index.com/core/workforce-management-suites/smb/

**Standing:** When I Work leads with 18% 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 | When I Work | 18% | 2% | 45 |
| 2 | Homebase | 16% | 2% | 45 |
| 3 | Connecteam | 14% | 0% | 37 |
| 4 | Gusto | 12% | 11% | 18 |
| 5 | Zoho People | 10% | 6% | 18 |
| 6 | Deputy | 8% | 7% | 43 |
| 7 | Rippling | 6% | 14% | 21 |
| 8 | BambooHR | 6% | 13% | 15 |
| 9 | UKG Pro | 0% | 100% | 11 |

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

- Claude Haiku 4.5: Gusto; alternatives Connecteam, Homebase, Planday, Rippling
- GPT-5.4 mini: Connecteam; alternatives Buddy Punch, Deputy, Homebase, Rippling
- Gemini 3.5 Flash: Gusto, Rippling; alternatives Connecteam, Float, Harvest, Runn
- Perplexity Sonar: Gusto; alternatives Connecteam, Homebase, Rippling, When I Work
- Grok 4.1 Fast: Rippling; alternatives BambooHR, Connecteam, Deputy
- Mistral Small: Connecteam, Gusto; alternatives BambooHR, Remote, Rippling
- DeepSeek V4 Flash: BambooHR; alternatives Connecteam, Deputy, Rippling
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Harvest, Toggl Track; alternatives ClockShark, Deputy, Gusto, Monday.com
- Kimi K2: Deputy; alternatives Rippling, When I Work
- GLM 4.7 FlashX: Homebase; alternatives Connecteam, Deputy, When I Work, Zoho People
- MiniMax M2.5: BambooHR, Rippling; alternatives Gusto, Zoho People

## Sources the answers cite

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

- peoplemanagingpeople.com: 36 answers, 41 citations
- guideflow.com: 32 answers, 34 citations
- forbes.com: 24 answers, 29 citations
- gusto.com: 23 answers, 25 citations
- connecteam.com: 22 answers, 31 citations
- softwareadvice.com: 20 answers, 23 citations
- spotsaas.com: 18 answers, 23 citations
- joinhomebase.com: 17 answers, 26 citations

Pages named in the most answers:

- https://peoplemanagingpeople.com/tools/best-workforce-management-software (34 answers)
- https://guideflow.com/blog/workforce-management-software (31 answers)
- https://gusto.com/resources/guides/best-workforce-management-software (23 answers)
- https://forbes.com/advisor/business/software/best-workforce-management-software (21 answers)
- https://connecteam.com/workforce-management-software-solutions (19 answers)
- https://softwareadvice.com/hr/workforce-management-software-comparison (18 answers)
- https://firsthr.app/compare/core-hr/workforce-management-software (16 answers)
- https://toolradar.com/guides/best-workforce-management-software (16 answers)
- https://spotsaas.com/blog/10-best-workforce-management-software (14 answers)
- https://business.org/hr/workforce-management/best-workforce-management-software (12 answers)

## Warned against

- UKG Pro: 11 of 11 labels negative. "WFM suites that may not be suitable for small businesses include UKG Pro, SAP, and Oracle, which are designed for global enterprises and can be costly" (Llama 4 Maverick, negative prompt)
- Workday: 8 of 8 labels negative. "Workday: Built with medium-sized and large enterprises... making it oversized for smaller operations." (Claude Haiku 4.5, negative prompt)
- SAP: 6 of 6 labels negative. "include UKG Pro, SAP, and Oracle, which are designed for global enterprises and can be costly" (Llama 4 Maverick, negative prompt)
- SAP SuccessFactors: 5 of 5 labels negative. "Expensive pricing model, best suited for large enterprises. Overwhelming for businesses without dedicated HR teams." (Claude Haiku 4.5, 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.