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

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

**Standing:** Homebase leads with 45% of first choices; verdict clear leader. 58 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Homebase | 45% | 2% | 57 |
| 2 | Zoho People | 10% | 4% | 23 |
| 3 | Connecteam | 9% | 0% | 42 |
| 4 | Rippling | 9% | 11% | 18 |
| 5 | Deputy | 7% | 12% | 43 |
| 6 | When I Work | 5% | 2% | 58 |
| 7 | Gusto | 5% | 8% | 12 |
| 8 | BambooHR | 3% | 6% | 16 |
| 9 | 7shifts | 0% | 17% | 12 |
| 10 | ADP Workforce Now | 0% | 60% | 10 |
| 11 | Oracle Fusion Cloud HCM | 0% | 92% | 13 |
| 12 | SAP SuccessFactors | 0% | 94% | 17 |

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

- Claude Haiku 4.5: Gusto; alternatives BambooHR, Connecteam, Homebase, Remote
- GPT-5.4 mini: Connecteam, Homebase; alternatives BambooHR, Deputy
- Gemini 3.5 Flash: Rippling, Teamwork.com; alternatives Connecteam, Deel, Float, Gusto
- Perplexity Sonar: Gusto; alternatives Connecteam, Homebase, Sling, When I Work
- Grok 4.1 Fast: Rippling; alternatives BambooHR, Homebase
- Mistral Small: Zoho People; alternatives Justworks, TimeTrex
- DeepSeek V4 Flash: BambooHR; alternatives Connecteam, Deputy, Homebase, Rippling
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Rippling; alternatives Clockify, Deputy, Toggl Track, When I Work
- Kimi K2: Gusto, Homebase, Rippling; alternatives When I Work, Zoho People
- GLM 4.7 FlashX: Homebase; alternatives Connecteam, Jibble, Justworks, When I Work
- MiniMax M2.5: BambooHR, Rippling; alternatives Justworks, When I Work, Zoho People
- GPT-6 Luna: Float; alternatives Connecteam, Deputy
- Muse Glimmer 30B: Homebase; alternatives BambooHR, Deputy, When I Work, Zoho People

## Sources the answers cite

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

- guideflow.com: 45 answers, 51 citations
- peoplemanagingpeople.com: 42 answers, 50 citations
- checkr.com: 39 answers, 40 citations
- joinhomebase.com: 33 answers, 101 citations
- forbes.com: 33 answers, 46 citations
- firsthr.app: 31 answers, 37 citations
- jibble.io: 21 answers, 21 citations
- connecteam.com: 20 answers, 28 citations

Pages named in the most answers:

- https://guideflow.com/blog/workforce-management-software (43 answers)
- https://checkr.com/resources/articles/best-workforce-management-software (39 answers)
- https://peoplemanagingpeople.com/tools/best-workforce-management-software (33 answers)
- https://firsthr.app/compare/core-hr/workforce-management-software (28 answers)
- https://forbes.com/advisor/business/software/best-workforce-management-software (26 answers)
- https://jibble.io/best-workforce-management-software (20 answers)
- https://dupple.com/learn/best-workforce-management-software (15 answers)
- https://fitsmallbusiness.com/best-workforce-management-software (15 answers)
- https://forbes.com/advisor/uk/business/software/best-workforce-management-software (15 answers)
- https://dialpad.com/blog/best-workforce-management-software (13 answers)

## Warned against

- Workday Workforce Management: 18 of 19 labels negative. "small businesses should generally avoid or be cautious about enterprise-focused solutions such as UKG Pro, SAP, Oracle, and Workday" (Mistral Small, negative prompt)
- UKG Pro: 17 of 19 labels negative. "UKG Pro is considered a high-complexity implementation with potential limitations including higher upfront investment... a feature set that may be excessive for small businesses" (Claude Haiku 4.5, negative prompt)
- SAP SuccessFactors: 16 of 17 labels negative. "should avoid or be cautious about are UKG Pro, SAP, Oracle, and Workday. These platforms are designed for global enterprises and can be costly." (Llama 4 Maverick, negative prompt)
- Oracle Fusion Cloud HCM: 12 of 13 labels negative. "small businesses should generally avoid or be cautious about enterprise-focused solutions such as UKG Pro, SAP, Oracle, and Workday" (Mistral Small, negative prompt)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat.
New leader: When I Work (18%) to Homebase (42%). Margin 37 points, beyond the floor.

- Homebase: 16% to 42%, +26. Cleared the floor by 13 points · rank 2 → 1 of 71.
- When I Work: 18% to 6%, −12. Inside the floor by 1 point · rank 1 → 6 of 71.
- Gusto: 12% to 6%, −6. Inside the floor by 7 points · rank 4 → 7 of 71.
- Connecteam: 14% to 10%, −4. Inside the floor by 9 points · rank 3 of 71, unchanged.
- Rippling: 6% to 10%, +4. Inside the floor by 9 points · rank 7 → 4 of 71.
- BambooHR: 6% to 4%, −2. Inside the floor by 11 points · rank 8 of 71, unchanged.
- Zoho People: 10% to 12%, +2. Inside the floor by 11 points · rank 5 → 2 of 71.
- Deputy: 8% to 8%, ±0. Inside the floor by 13 points · rank 6 → 5 of 71.
- 7shifts: 0% to 0%, ±0. Inside the floor by 13 points · rank 14 → 13 of 71.
- Oracle Fusion Cloud HCM: 0% to 0%, ±0. Inside the floor by 13 points · rank 61 → 68 of 71.
- SAP SuccessFactors: 0% to 0%, ±0. Inside the floor by 13 points · rank 62 → 69 of 71.
- UKG Pro: 0% to 0%, ±0. Inside the floor by 13 points · rank 64 → 70 of 71.

## 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.