# Payroll software: 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 mid-market B2B company. Page: https://www.gane.ai/index/hr/core/payroll-software

**Standing:** Rippling leads with 29% of first choices; verdict contested. 51 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Rippling](https://www.gane.ai/index/hr/vendors/rippling/index.md) | 29% | 8% | 49 |
| 2 | [Patriot Payroll](https://www.gane.ai/index/hr/vendors/patriot-payroll/index.md) | 24% | 4% | 25 |
| 3 | [ADP Workforce Now](https://www.gane.ai/index/hr/vendors/adp-workforce-now/index.md) | 10% | 0% | 23 |
| 4 | [Paylocity](https://www.gane.ai/index/hr/vendors/paylocity/index.md) | 8% | 6% | 32 |
| 5 | [Paychex Flex](https://www.gane.ai/index/hr/vendors/paychex-flex/index.md) | 6% | 29% | 34 |
| 6 | [Paycom](https://www.gane.ai/index/hr/vendors/paycom/index.md) | 4% | 12% | 24 |
| 7 | [ADP](https://www.gane.ai/index/hr/vendors/adp/index.md) | 4% | 24% | 25 |
| 8 | [Gusto](https://www.gane.ai/index/hr/vendors/gusto/index.md) | 2% | 31% | 45 |
| 9 | [Square Payroll](https://www.gane.ai/index/hr/vendors/square-payroll/index.md) | 2% | 5% | 20 |
| 10 | [UKG Pro](https://www.gane.ai/index/hr/vendors/ukg-pro/index.md) | 2% | 15% | 13 |
| 16 | [OnPay](https://www.gane.ai/index/hr/vendors/onpay/index.md) | 0% | 10% | 30 |
| 17 | [Deel](https://www.gane.ai/index/hr/vendors/deel/index.md) | 0% | 5% | 22 |

Rank is by share of first choices among all 62 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: ADP Workforce Now, Rippling; alternatives Paychex Flex, Paylocity
- GPT-5.4 mini: ADP Workforce Now, Rippling; alternatives Deel, Paychex Flex
- Gemini 3.5 Flash: Rippling; alternatives ADP Workforce Now, Paycom, Paylocity
- Perplexity Sonar: ADP Workforce Now; alternatives Namely, Paycom, Paylocity
- Grok 4.20: Rippling; alternatives ADP Workforce Now, Gusto, Paylocity
- Mistral Small: UKG Pro, Workday Mid-Market; alternatives Dayforce, Namely, Paycom, Rippling
- DeepSeek V4 Flash: Rippling; alternatives ADP Workforce Now, Dayforce, Paycom
- Llama 4 Maverick: Namely; alternatives OnPay, Paychex Flex, Paycor, QuickBooks Payroll
- Qwen 3.7 Flash: Paylocity, Rippling; alternatives Dayforce, Deel, Paycom
- Kimi K2: Paychex Flex, Rippling; alternatives ADP Workforce Now, Dayforce, Paycom
- GLM 4.7 FlashX: Rippling; alternatives ADP Workforce Now, Dayforce, Paylocity, UKG Pro
- MiniMax M2.5: Rippling; alternatives ADP Workforce Now, Paylocity, Workday
- GPT-6 Luna: Rippling; alternatives ADP Workforce Now, Paylocity, UKG Ready
- Muse Glimmer 30B: no first choice; alternatives ADP Workforce Now, Dayforce, Namely, Paycom

## Sources the answers cite

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

- capterra.com: 25 answers, 39 citations
- forbes.com: 23 answers, 25 citations
- adp.com: 20 answers, 27 citations
- paycom.com: 18 answers, 28 citations
- g2.com: 16 answers, 21 citations
- leadchangegroup.com: 14 answers, 24 citations
- softwareadvice.com: 14 answers, 16 citations
- peoplemanagingpeople.com: 13 answers, 20 citations

Pages named in the most answers:

- https://forbes.com/advisor/business/software/best-payroll-services (20 answers)
- https://paycom.com/resources/blog/best-payroll-for-midmarket-businesses (14 answers)
- https://techrepublic.com/article/best-payroll-software (10 answers)
- https://b2breviews.com/payroll-software (9 answers)
- https://leadchangegroup.com/payroll-software/mid-market (9 answers)
- https://zapier.com/blog/best-payroll-systems (9 answers)
- https://softwareadvice.com/hr/online-payroll-comparison (8 answers)
- https://capterra.com/payroll-software?page=6 (7 answers)
- https://deel.com/blog/best-payroll-software-medium-business (7 answers)
- https://g2.com/articles/payroll-service-providers (7 answers)

## Warned against

- Paychex Flex: 10 of 34 labels negative. "Most reviewers were let down by their experience, with consumers frequently reporting major payroll and tax filing issues, and terrible customer support" (Claude Haiku 4.5, negative prompt)
- QuickBooks Payroll: 13 of 29 labels negative. "Issues with tax payments, limited features compared to dedicated payroll solutions, and poor customer support" (GLM 4.7 FlashX, negative prompt)
- Gusto: 14 of 45 labels negative. "Complaints include unexpected fees, continuing memberships, and downtime where employees aren't paid" (Claude Haiku 4.5, negative prompt)
- Paycor: 8 of 16 labels negative. "Users report frequent missed deadlines for quarterly filings and errors with tax payments, making it a risky choice" (Mistral Small, negative prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: Rippling at 29%.

- Rippling: 20% to 29%, +9. Inside the floor by 4 points · rank 1 of 62, unchanged.
- ADP Workforce Now: 19% to 10%, −9. Inside the floor by 4 points · rank 2 → 3 of 62.
- Patriot Payroll: 17% to 24%, +7. Inside the floor by 6 points · rank 3 → 2 of 62.
- ADP: 9% to 4%, −5. Inside the floor by 8 points · rank 4 → 7 of 62.
- Paylocity: 4% to 8%, +4. Inside the floor by 9 points · rank 8 → 4 of 62.
- Paychex Flex: 2% to 6%, +4. Inside the floor by 9 points · rank 9 → 5 of 62.
- Gusto: 6% to 2%, −4. Inside the floor by 9 points · rank 6 → 8 of 62.
- Paycom: 7% to 4%, −3. Inside the floor by 10 points · rank 5 → 6 of 62.
- Square Payroll: 0% to 2%, +2. Inside the floor by 11 points · rank 20 → 9 of 62.
- UKG Pro: 0% to 2%, +2. Inside the floor by 11 points · rank 26 → 10 of 62.
- Paycor: 2% to 0%, −2. Inside the floor by 11 points · rank 10 → 62 of 62.
- OnPay: 0% to 0%, ±0. Inside the floor by 13 points · rank 16 of 62, unchanged.

## 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.