# People analytics for small business buyers: what AI models recommend, September 2026

HR AI Recommendation Index, September 2026 Edition. Asked as "people analytics platform" and as "HR analytics software", six framings each, to twelve models with search on, on behalf of a small B2B company. Page: https://hr-ai-index.com/planning/people-analytics/smb/

**Standing:** BambooHR leads with 41% of first choices; verdict clear leader. 63 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | BambooHR | 41% | 10% | 61 |
| 2 | Rippling | 10% | 4% | 27 |
| 3 | Lattice | 8% | 6% | 33 |
| 4 | 15Five | 5% | 0% | 18 |
| 5 | Personio | 5% | 10% | 21 |
| 6 | Gusto | 5% | 0% | 17 |
| 7 | Culture Amp | 3% | 3% | 31 |
| 8 | Factorial | 2% | 0% | 12 |
| 9 | HiBob | 2% | 8% | 13 |
| 10 | ChartHop | 2% | 30% | 30 |
| 11 | Workday People Analytics | 2% | 73% | 11 |
| 12 | Microsoft Power BI | 0% | 30% | 10 |

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

- Claude Haiku 4.5: Zimyo; alternatives BambooHR, Gusto, IntelliHR
- GPT-5.4 mini: Rippling; alternatives BambooHR, Culture Amp
- Gemini 3.5 Flash: Rippling; alternatives BambooHR, ChartHop, Culture Amp, HiBob
- Perplexity Sonar: BambooHR; alternatives HiBob, Personio, Rippling, ThriveSparrow
- Grok 4.1 Fast: BambooHR; alternatives 15Five, Lattice, Personio
- Mistral Small: Culture Amp, Lattice; alternatives BambooHR
- DeepSeek V4 Flash: BambooHR; alternatives ChartHop, Culture Amp, Lattice, Personio
- Llama 4 Maverick: Workday People Analytics
- Qwen 3.7 Flash: BambooHR; alternatives Culture Amp, Factorial, Lattice
- Kimi K2: BambooHR; alternatives Factorial, HiBob, Lattice, Personio
- GLM 4.7 FlashX: BambooHR; alternatives Culture Amp, Lattice
- MiniMax M2.5: BambooHR, Personio

## 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:

- personio.com: 37 answers, 44 citations
- eletive.com: 32 answers, 32 citations
- jugglehire.com: 32 answers, 32 citations
- peoplemanagingpeople.com: 30 answers, 34 citations
- thrivesparrow.com: 27 answers, 27 citations
- firsthr.app: 23 answers, 25 citations
- selectsoftwarereviews.com: 23 answers, 24 citations
- hrbench.com: 22 answers, 27 citations

Pages named in the most answers:

- https://personio.com/hr-lexicon/hr-analytics-tools (37 answers)
- https://eletive.com/blog/people-analytics-tools (32 answers)
- https://jugglehire.com/blog/hr-tips/people-analytics-tools (32 answers)
- https://thrivesparrow.com/blog/best-people-analytics-software (27 answers)
- https://hrbench.com/blog/best-people-analytics-software (22 answers)
- https://selectsoftwarereviews.com/buyer-guide/analytics-tools (22 answers)
- https://firsthr.app/compare/general/hr-analytics-software (21 answers)
- https://peoplemanagingpeople.com/tools/best-people-analytics-software (21 answers)
- https://learn.g2.com/best-hr-analytics-software (19 answers)
- https://hibob.com/blog/best-hr-analytics-software-tools (17 answers)

## Warned against

- Visier: 38 of 44 labels negative. "Avoid or be cautious about: Enterprise-grade dedicated people-analytics platforms (Visier, Workday People Analytics, One Model, ChartHop, Crunchr, Eletive, Workhuman iQ, Microsoft Viva Glint)" (GLM 4.7 FlashX, negative prompt)
- One Model: 19 of 19 labels negative. "Dedicated people analytics platforms (Visier, Crunchr, One Model) are enterprise tools ... not cost-effective for small businesses." (Claude Haiku 4.5, negative prompt)
- Crunchr: 12 of 14 labels negative. "Dedicated people analytics platforms (Visier, Crunchr, One Model) are enterprise tools ... not cost-effective for small businesses." (Claude Haiku 4.5, negative prompt)
- Workday People Analytics: 8 of 11 labels negative. "Workday is notorious for complex setups and high costs (often six-figure annual contracts). It is frequently cited as a poor first choice for small teams" (Qwen 3.7 Flash, 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.