# Payroll software: what AI models recommend, October 2026

HR AI Recommendation Index, October 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://hr-ai-index.com/core/payroll-software/

**Standing:** Rippling leads with 20% of first choices; verdict contested. 54 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Rippling | 20% | 5% | 43 |
| 2 | ADP Workforce Now | 19% | 4% | 26 |
| 3 | Patriot Payroll | 17% | 11% | 18 |
| 4 | ADP | 9% | 33% | 30 |
| 5 | Paycom | 7% | 9% | 22 |
| 6 | Gusto | 6% | 27% | 49 |
| 7 | Paylocity | 4% | 19% | 31 |
| 8 | Paychex Flex | 2% | 26% | 35 |
| 9 | Paycor | 2% | 23% | 13 |
| 10 | OnPay | 0% | 6% | 18 |
| 11 | Deel | 0% | 6% | 18 |
| 12 | Dayforce | 0% | 10% | 10 |

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

- Claude Haiku 4.5: Paycom; alternatives ADP, Deel, G-P, Namely
- GPT-5.4 mini: Rippling; alternatives ADP Workforce Now, Deel, Paylocity
- Gemini 3.5 Flash: Rippling; alternatives ADP Workforce Now, Paycom, Paylocity
- Perplexity Sonar: Rippling; alternatives ADP Workforce Now, Paycom, Paylocity
- Grok 4.1 Fast: Rippling; alternatives ADP Workforce Now, Deel, Gusto, Paychex Flex
- Mistral Small: ADP, Rippling; alternatives Keka, Paylocity
- DeepSeek V4 Flash: ADP Workforce Now, Rippling; alternatives Dayforce, Paycom, Paylocity
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: ADP Workforce Now; alternatives Dayforce, Gusto, Paycom
- Kimi K2: Rippling; alternatives ADP Workforce Now, Paycom, Paylocity
- GLM 4.7 FlashX: ADP; alternatives Dayforce, Gusto, Paycom, Paycor
- MiniMax M2.5: ADP Workforce Now, Paycom, Paycor; alternatives QuickBooks Payroll
- GPT-6 Luna: Paylocity; alternatives ADP Workforce Now, Rippling, UKG Ready
- Muse Glimmer 30B: no first choice; alternatives ADP Workforce Now, Namely, Paychex Flex, Paycor

## Sources the answers cite

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

- workforce.com: 39 answers, 72 citations
- forbes.com: 31 answers, 40 citations
- gusto.com: 25 answers, 38 citations
- adp.com: 25 answers, 33 citations
- rippling.com: 25 answers, 32 citations
- paycom.com: 24 answers, 30 citations
- deel.com: 23 answers, 25 citations
- techrepublic.com: 22 answers, 35 citations

Pages named in the most answers:

- https://workforce.com/buyers-guides/best-payroll-services (30 answers)
- https://workforce.com/help-center/4051801/collections/4051801/articles/11168201-14-best-payroll-software-services-in-2025 (27 answers)
- https://forbes.com/advisor/business/software/best-payroll-services (23 answers)
- https://paycom.com/resources/blog/best-payroll-for-midmarket-businesses (17 answers)
- https://techrepublic.com/article/best-payroll-software (16 answers)
- https://deel.com/blog/best-payroll-software-medium-business (14 answers)
- https://hr.software/best-hr-software/with-payroll (13 answers)
- https://workforce.com/compare/best-payroll-companies (13 answers)
- https://onpay.com/insights/best-small-business-payroll-software-picks (12 answers)
- https://omnihr.co/blog/payroll-software-for-mid-sized-companies (11 answers)

## Warned against

- ADP: 10 of 30 labels negative. "Severe customer support issues ... Payroll processing failures — missed payrolls, tax filings not submitted" (DeepSeek V4 Flash, negative prompt)
- Paychex Flex: 9 of 35 labels negative. "Hidden fees — documented early termination fees of $1,500–$3,000 ... Missed payrolls and tax filing errors" (DeepSeek V4 Flash, negative prompt)
- Gusto: 13 of 49 labels negative. "Standard, entry-level payroll solutions (like basic Gusto, QuickBooks, or Patriot Software) that work for smaller teams will likely start to feel manual, slow, and operationally risky." (Gemini 3.5 Flash, scale prompt)
- Paylocity: 6 of 31 labels negative. "Be cautious with these payroll platforms... Paylocity: Frequent complaints about poor customer service, glitchy platform" (Grok 4.1 Fast, negative prompt)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: Rippling at 23%.

- Paylocity: 17% to 2%, −15. Cleared the floor by 2 points · rank 3 → 8 of 55.
- ADP Workforce Now: 4% to 17%, +12. Inside the floor by 1 point · rank 7 → 2 of 55.
- Patriot Payroll: 23% to 17%, −7. Inside the floor by 6 points · rank 2 → 3 of 55.
- Rippling: 28% to 23%, −5. Inside the floor by 8 points · rank 1 of 55, unchanged.
- Paycor: 4% to 2%, −2. Inside the floor by 11 points · rank 8 → 11 of 55.
- Paychex Flex: 0% to 2%, +2. Inside the floor by 11 points · rank 15 → 9 of 55.
- Gusto: 4% to 6%, +2. Inside the floor by 11 points · rank 6 of 55, unchanged.
- Paycom: 6% to 8%, +2. Inside the floor by 11 points · rank 5 of 55, unchanged.
- ADP: 11% to 10%, ±0. Inside the floor by 13 points · rank 4 of 55, unchanged.
- Deel: 0% to 0%, ±0. Inside the floor by 13 points · rank 11 → 14 of 55.
- OnPay: 0% to 0%, ±0. Inside the floor by 13 points · rank 10 → 15 of 55.
- Dayforce: 0% to 0%, ±0. Inside the floor by 13 points · rank 21 → 16 of 55.

## 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.