# Payroll software for enterprise buyers: 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 an enterprise B2B company. Page: https://hr-ai-index.com/core/payroll-software/enterprise/

**Standing:** ADP leads with 31% of first choices; verdict contested. 62 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | ADP | 31% | 11% | 37 |
| 2 | Workday | 16% | 7% | 57 |
| 3 | ADP Workforce Now | 13% | 19% | 21 |
| 4 | Paylocity | 6% | 11% | 19 |
| 5 | Dayforce | 5% | 5% | 39 |
| 6 | Rippling | 5% | 36% | 28 |
| 7 | Deel | 3% | 6% | 17 |
| 8 | Paycom | 3% | 11% | 18 |
| 9 | Paychex Flex | 3% | 38% | 13 |
| 10 | UKG Pro | 2% | 7% | 42 |
| 11 | Papaya Global | 2% | 0% | 13 |
| 12 | SAP SuccessFactors Employee Central Payroll | 0% | 14% | 22 |

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

- Claude Haiku 4.5: ADP, Workday; alternatives Papaya Global, Paylocity, UKG Pro
- GPT-5.4 mini: ADP; alternatives Paycom, UKG Pro, Workday
- Gemini 3.5 Flash: Rippling; alternatives ADP, Deel, Papaya Global, Paycom
- Perplexity Sonar: ADP; alternatives Dayforce, Rippling, UKG Pro, Workday
- Grok 4.1 Fast: ADP, Workday; alternatives Dayforce, Oracle Fusion Cloud HCM, SAP SuccessFactors Employee Central Payroll, UKG Pro
- Mistral Small: Paycom, Paylocity; alternatives HiBob
- DeepSeek V4 Flash: ADP Workforce Now, Workday; alternatives Dayforce, Deel, Oracle Fusion Cloud HCM, UKG Pro
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Deel, UKG Ready; alternatives ADP Workforce Now, Dayforce, Rippling, Workday
- Kimi K2: Workday; alternatives ADP Workforce Now, Paylocity, Rippling, UKG Pro
- GLM 4.7 FlashX: Rippling; alternatives ADP, Paylocity, Workday
- MiniMax M2.5: ADP Workforce Now; alternatives Paycom, Rippling
- GPT-6 Luna: ADP Global Payroll; alternatives UKG Pro, Workday
- Muse Glimmer 30B: ADP Workforce Now; alternatives SAP SuccessFactors Employee Central Payroll, Workday

## Sources the answers cite

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

- adp.com: 48 answers, 55 citations
- peoplemanagingpeople.com: 34 answers, 42 citations
- paycom.com: 31 answers, 49 citations
- deel.com: 29 answers, 30 citations
- workforce.com: 28 answers, 37 citations
- skima.ai: 24 answers, 27 citations
- hibob.com: 23 answers, 29 citations
- hr.software: 22 answers, 36 citations

Pages named in the most answers:

- https://adp.com/resources/articles-and-insights/articles/t/the-best-payroll-software-providers-for-large-businesses.aspx (38 answers)
- https://peoplemanagingpeople.com/tools/best-enterprise-payroll-software (28 answers)
- https://paycom.com/resources/blog/best-enterprise-payroll-for-large-businesses (27 answers)
- https://deel.com/blog/best-enterprise-payroll-software (25 answers)
- https://darwinbox.com/blog/10-best-payroll-management-software-systems-enterprises (21 answers)
- https://hibob.com/blog/best-hr-payroll-software (17 answers)
- https://skima.ai/blog/product-deep-dives/best-payroll-software-for-enterprises (17 answers)
- https://paylocity.com/why-paylocity/compare/lists/best-payroll-software-for-large-business (15 answers)
- https://techrepublic.com/article/enterprise-payroll-software (15 answers)
- https://workforce.com/buyers-guides/best-payroll-services (15 answers)

## Warned against

- Gusto: 10 of 11 labels negative. "Why Avoid: These are primarily designed for small businesses (typically under 50–100 employees)." (Qwen 3.7 Flash, negative prompt)
- Rippling: 10 of 28 labels negative. "is SMB-oriented rather than suited for larger companies" (Claude Haiku 4.5, negative prompt)
- Paychex Flex: 5 of 13 labels negative. "offers PEPM pricing, which is simple to forecast per employee, but total cost still rises directly with user count" (Perplexity Sonar, budget prompt)
- Patriot Payroll: 5 of 5 labels negative. "cautioned against small-business payroll products such as Gusto, ADP RUN, OnPay, Patriot Software" (Muse Glimmer 30B, negative prompt)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: ADP at 35%.

- Rippling: 14% to 6%, −8. Inside the floor by 5 points · rank 3 → 5 of 50.
- Paylocity: 0% to 6%, +6. Inside the floor by 7 points · rank 14 → 4 of 50.
- Workday: 10% to 15%, +5. Inside the floor by 8 points · rank 4 → 2 of 50.
- ADP Workforce Now: 18% to 13%, −5. Inside the floor by 8 points · rank 2 → 3 of 50.
- Dayforce: 8% to 4%, −4. Inside the floor by 9 points · rank 5 → 6 of 50.
- UKG Pro: 4% to 0%, −4. Inside the floor by 9 points · rank 7 → 15 of 50.
- Deel: 0% to 4%, +4. Inside the floor by 9 points · rank 12 → 7 of 50.
- ADP: 32% to 35%, +3. Inside the floor by 10 points · rank 1 of 50, unchanged.
- Paycom: 6% to 4%, −2. Inside the floor by 11 points · rank 6 → 8 of 50.
- SAP SuccessFactors Employee Central Payroll: 2% to 0%, −2. Inside the floor by 11 points · rank 8 → 16 of 50.
- Paychex Flex: 2% to 4%, +2. Inside the floor by 11 points · rank 10 → 9 of 50.
- Papaya Global: 2% to 2%, ±0. Inside the floor by 13 points · rank 9 → 10 of 50.

## 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.