# Payroll software for small business buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "payroll software" and as "payroll provider", six framings each, to fourteen models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/hr/core/payroll-software/smb

**Standing:** Gusto leads with 58% of first choices; verdict clear leader. 52 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Gusto](https://www.gane.ai/index/hr/vendors/gusto/index.md) | 58% | 15% | 72 |
| 2 | [Patriot Payroll](https://www.gane.ai/index/hr/vendors/patriot-payroll/index.md) | 23% | 11% | 35 |
| 3 | [OnPay](https://www.gane.ai/index/hr/vendors/onpay/index.md) | 4% | 2% | 50 |
| 4 | [Rippling](https://www.gane.ai/index/hr/vendors/rippling/index.md) | 2% | 4% | 47 |
| 5 | [QuickBooks Payroll](https://www.gane.ai/index/hr/vendors/quickbooks-payroll/index.md) | 2% | 14% | 44 |
| 6 | [ADP RUN](https://www.gane.ai/index/hr/vendors/adp-run/index.md) | 2% | 18% | 33 |
| 9 | [Paychex Flex](https://www.gane.ai/index/hr/vendors/paychex-flex/index.md) | 2% | 41% | 22 |
| 11 | [ADP](https://www.gane.ai/index/hr/vendors/adp/index.md) | 2% | 47% | 17 |
| 12 | [Square Payroll](https://www.gane.ai/index/hr/vendors/square-payroll/index.md) | 0% | 6% | 18 |
| 13 | [Justworks](https://www.gane.ai/index/hr/vendors/justworks/index.md) | 0% | 12% | 16 |
| 14 | [QuickBooks Workforce](https://www.gane.ai/index/hr/vendors/quickbooks-workforce/index.md) | 0% | 13% | 15 |
| 16 | [SurePayroll](https://www.gane.ai/index/hr/vendors/surepayroll/index.md) | 0% | 33% | 15 |

Rank is by share of first choices among all 57 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: Gusto; alternatives ADP RUN, OnPay, Paychex Flex, QuickBooks Payroll
- GPT-5.4 mini: Gusto; alternatives ADP RUN, QuickBooks Payroll, Rippling
- Gemini 3.5 Flash: Gusto; alternatives Deel, OnPay, QuickBooks Payroll, Remote
- Perplexity Sonar: Gusto; alternatives Deel, OnPay, QuickBooks Payroll, Remote
- Grok 4.20: Gusto; alternatives OnPay, Patriot Payroll, QuickBooks Payroll, Rippling
- Mistral Small: Gusto; alternatives ADP RUN, Paychex Flex, QuickBooks Payroll, Rippling
- DeepSeek V4 Flash: Gusto; alternatives ADP RUN, OnPay, QuickBooks Payroll, Rippling
- Llama 4 Maverick: Gusto; alternatives ADP RUN, OnPay, QuickBooks Payroll, Rippling
- Qwen 3.7 Flash: Gusto; alternatives Intuit QuickBooks Online Payroll, OnPay, Rippling
- Kimi K2: Gusto; alternatives OnPay, Patriot Payroll, QuickBooks Payroll, Rippling
- GLM 4.7 FlashX: Gusto; alternatives ADP RUN, OnPay, Patriot Payroll, QuickBooks Payroll
- MiniMax M2.5: Gusto; alternatives ADP RUN, Patriot Payroll, QuickBooks Payroll, Rippling
- GPT-6 Luna: Gusto; alternatives OnPay, QuickBooks Workforce, Rippling
- Muse Glimmer 30B: Gusto, OnPay; alternatives Justworks, Patriot Payroll, QuickBooks Payroll, Rippling

## Sources the answers cite

71 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
- capterra.com: 26 answers, 40 citations
- adp.com: 24 answers, 35 citations
- techrepublic.com: 24 answers, 28 citations
- fitsmallbusiness.com: 22 answers, 23 citations
- gusto.com: 21 answers, 31 citations
- quickbooks.intuit.com: 17 answers, 24 citations
- business.org: 13 answers, 13 citations

Pages named in the most answers:

- https://forbes.com/advisor/business/software/best-payroll-services (33 answers)
- https://capterra.com/resources/payroll-software-for-small-businesses (18 answers)
- https://techrepublic.com/article/best-payroll-software (18 answers)
- https://quickbooks.intuit.com/r/payroll/best-payroll-companies (13 answers)
- https://technologyadvice.com/payroll-software (12 answers)
- https://adp.com/resources/articles-and-insights/articles/t/the-best-payroll-software-providers-for-small-businesses.aspx (10 answers)
- https://fitsmallbusiness.com/best-payroll-services (10 answers)
- https://paycom.com/resources/blog/best-payroll-software-for-small-businesses-in-2026 (10 answers)
- https://resources.rework.com/tools/payroll/best-payroll-software-2026 (10 answers)
- https://tech.co/hr-software/best-payroll-software-small-business (10 answers)

## Warned against

- Gusto: 11 of 72 labels negative. "Gusto burned me hard. still get anxiety logging into any payroll system now." (Muse Glimmer 30B, negative prompt)
- Paycor: 7 of 11 labels negative. "Paycor - mentioned in the Reddit thread as having failed to meet deadlines for filing quarterly forms and making errors with tax payments." (Llama 4 Maverick, negative prompt)
- Paychex Flex: 9 of 22 labels negative. "Users report major payroll and tax filing problems, terrible customer support with long wait times, hidden fees" (Mistral Small, negative prompt)
- ADP: 8 of 17 labels negative. "ADP (particularly for small businesses) - Major Issues: Nearly impossible to reach live customer support, frequent technical issues" (MiniMax M2.5, negative prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: Gusto at 58%.

- Gusto: 49% to 58%, +9. Inside the floor by 4 points · rank 1 of 57, unchanged.
- QuickBooks Payroll: 10% to 2%, −8. Inside the floor by 5 points · rank 3 → 5 of 57.
- OnPay: 6% to 4%, −2. Inside the floor by 11 points · rank 4 → 3 of 57.
- ADP RUN: 0% to 2%, +2. Inside the floor by 11 points · rank 11 → 6 of 57.
- Paychex Flex: 0% to 2%, +2. Inside the floor by 11 points · rank 12 → 9 of 57.
- Square Payroll: 2% to 0%, −2. Inside the floor by 11 points · rank 7 → 12 of 57.
- QuickBooks Workforce: 2% to 0%, −2. Inside the floor by 11 points · rank 8 → 14 of 57.
- SurePayroll: 2% to 0%, −2. Inside the floor by 11 points · rank 9 → 16 of 57.
- Patriot Payroll: 22% to 23%, +1. Inside the floor by 12 points · rank 2 of 57, unchanged.
- Rippling: 2% to 2%, ±0. Inside the floor by 13 points · rank 6 → 4 of 57.
- ADP: 2% to 2%, ±0. Inside the floor by 13 points · rank 10 → 11 of 57.
- Justworks: 0% to 0%, ±0. Inside the floor by 13 points · rank 15 → 13 of 57.

## 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.