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

Gane Index, September 2026 Edition. Asked as "workforce planning software" and as "headcount planning tool", six framings each, to twelve models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/hr/planning/workforce-planning/2026-09/smb

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since. The current standing: https://www.gane.ai/index/hr/planning/workforce-planning/smb/index.md

**Standing:** Homebase leads with 22% of first choices; verdict contested. 45 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Homebase](https://www.gane.ai/index/hr/vendors/homebase/index.md) | 22% | 3% | 34 |
| 2 | [Rippling](https://www.gane.ai/index/hr/vendors/rippling/index.md) | 18% | 4% | 26 |
| 3 | [ChartHop](https://www.gane.ai/index/hr/vendors/charthop/index.md) | 13% | 4% | 25 |
| 5 | [BambooHR](https://www.gane.ai/index/hr/vendors/bamboohr/index.md) | 4% | 11% | 28 |
| 6 | [Gusto](https://www.gane.ai/index/hr/vendors/gusto/index.md) | 4% | 0% | 12 |
| 7 | [Connecteam](https://www.gane.ai/index/hr/vendors/connecteam/index.md) | 4% | 0% | 11 |
| 10 | [Runn](https://www.gane.ai/index/hr/vendors/runn/index.md) | 2% | 0% | 11 |
| 19 | [Zoho People](https://www.gane.ai/index/hr/vendors/zoho-people/index.md) | 0% | 0% | 12 |
| 20 | [When I Work](https://www.gane.ai/index/hr/vendors/when-i-work/index.md) | 0% | 0% | 10 |
| 21 | [Cube](https://www.gane.ai/index/hr/vendors/cube/index.md) | 0% | 10% | 10 |
| 109 | [Workday Adaptive Planning](https://www.gane.ai/index/hr/vendors/workday-adaptive-planning/index.md) | 0% | 85% | 13 |
| 110 | [Anaplan](https://www.gane.ai/index/hr/vendors/anaplan/index.md) | 0% | 94% | 17 |

Rank is by share of first choices among all 110 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: Thrivea; alternatives Cube, Monday.com, Soteria HR
- GPT-5.4 mini: Rippling; alternatives Built, HiBob
- Gemini 3.5 Flash: ChartHop, Runn; alternatives Agentnoon, Float, Rippling, Toggl Plan
- Perplexity Sonar: Rippling; alternatives BambooHR, Deel Workforce Planning, Homebase
- Grok 4.20: Rippling; alternatives BambooHR, Deputy, Homebase
- Mistral Small: Keka, Thrivea; alternatives Rippling
- DeepSeek V4 Flash: Rippling; alternatives ChartHop, Cube, Homebase, Lative
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Float; alternatives BambooHR, BigTime, Homebase, When I Work
- Kimi K2: BambooHR; alternatives Gusto, Homebase, Rippling, Zoho People
- GLM 4.7 FlashX: Homebase; alternatives BambooHR, ChartHop, ClickUp, Deel HR
- MiniMax M2.5: Thrivea; alternatives BambooHR, Keka, Saviom

## Sources the answers cite

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

- thrivea.com: 50 answers, 59 citations
- joinhomebase.com: 32 answers, 43 citations
- peoplemanagingpeople.com: 30 answers, 41 citations
- learn.g2.com: 30 answers, 33 citations
- guideflow.com: 26 answers, 27 citations
- dialzara.com: 24 answers, 25 citations
- cubesoftware.com: 23 answers, 25 citations
- selectsoftwarereviews.com: 22 answers, 24 citations

Pages named in the most answers:

- https://thrivea.com/blog/best-workforce-planning-tools-for-small-businesses (50 answers)
- https://joinhomebase.com/blog/workforce-planning-tools (32 answers)
- https://learn.g2.com/best-workforce-planning-software (30 answers)
- https://dialzara.com/blog/best-workforce-planning-software-for-smbs (24 answers)
- https://peoplemanagingpeople.com/tools/best-workforce-planning-software (24 answers)
- https://selectsoftwarereviews.com/buyer-guide/workforce-planning-software (20 answers)
- https://cubesoftware.com/blog/workforce-planning-software (19 answers)
- https://guideflow.com/blog/workforce-planning-software (14 answers)
- https://peoplemanagingpeople.com/tools/best-workforce-management-software (14 answers)
- https://charthop.com/resource/best-headcount-planning-software (13 answers)

## Warned against

- Anaplan: 16 of 17 labels negative. "Tools like Anaplan, Workday Adaptive Planning, or Vena are built for enterprises (500+ employees)... costs ... that you'd never recoup at 30 people" (DeepSeek V4 Flash, scale prompt)
- Workday Adaptive Planning: 11 of 13 labels negative. "built for enterprises (500+ employees), come with heavy implementation, custom quotes, and costs ... that you'd never recoup at 30 people" (DeepSeek V4 Flash, scale prompt)
- SAP SuccessFactors Workforce Planning: 8 of 8 labels negative. "Enterprise-level, feature-heavy suites (e.g., SAP SuccessFactors, Oracle PeopleSoft, Workday) are usually overkill for companies under ~200 employees." (MiniMax M2.5, negative prompt)
- Workday: 9 of 9 labels negative. "Enterprise solutions like Workday can take 3-12 months and require dedicated project management, which is impractical for small businesses" (Claude Haiku 4.5, negative prompt)

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, September 2026 Edition, www.gane.ai/index/hr.