# ADP: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 74 judge labels across 12 categories by 13 of 14 models. Page: https://www.gane.ai/index/hr/vendors/adp

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Payroll software](https://www.gane.ai/index/hr/core/payroll-software/index.md) | 4% | 7 | 24% | 25 |
| [Global payroll and employer of record](https://www.gane.ai/index/hr/core/global-payroll-and-employer-of-record/index.md) | 0% | 14 | 23% | 13 |
| [HRIS and HCM platforms](https://www.gane.ai/index/hr/core/hris-and-hcm-platforms/index.md) | 0% | 67 | 78% | 9 |
| [HR compliance and policy management](https://www.gane.ai/index/hr/core/hr-compliance-and-policy-management/index.md) | 0% | 86 | 43% | 7 |
| [People analytics](https://www.gane.ai/index/hr/planning/people-analytics/index.md) | 0% | 94 | 40% | 5 |
| [Contingent workforce management](https://www.gane.ai/index/hr/planning/contingent-workforce-management/index.md) | 0% | 28 | 0% | 3 |
| [Financial wellness platforms](https://www.gane.ai/index/hr/rewards/financial-wellness-platforms/index.md) | 0% | 38 | 0% | 3 |
| [Leave and absence management](https://www.gane.ai/index/hr/core/leave-and-absence-management/index.md) | 0% | 53 | 33% | 3 |
| [HR help desk and case management](https://www.gane.ai/index/hr/experience/hr-help-desk-and-case-management/index.md) | 0% | 103 | 50% | 2 |
| [HSA and FSA administrators](https://www.gane.ai/index/hr/rewards/hsa-and-fsa-administration/index.md) | 0% | 29 | 0% | 2 |
| [Employee onboarding](https://www.gane.ai/index/hr/experience/employee-onboarding/index.md) | 0% | 72 | 100% | 1 |
| [Talent intelligence](https://www.gane.ai/index/hr/performance/talent-intelligence/index.md) | 0% | 64 | 0% | 1 |

## What the models said for it

- "Market leader with a 9.9% share, offering ADP Workforce Now... Known for scalability, global capabilities, and robust HR integrations." (Mistral Small, Payroll software)
- "Ranked #1 for global payroll, with strong capabilities in multicountry payroll, compliance, and analytics." (Mistral Small, Global payroll)
- "I'd recommend starting with ADP Workforce Now or Paychex if your needs are primarily domestic" (MiniMax M2.5, Payroll software)
- "I recommend ADP as the top overall choice." (Grok 4.20, Payroll software)

## And against it

- "Reddit threads highlight it as one to "steer clear" for mid-sized teams due to ongoing issues that don't get fixed." (Grok 4.20, HR help desk)
- "ADP, Paychex/Paycor, and QuickBooks Payroll are the most frequently criticized, especially for small businesses." (Kimi K2, Payroll software)
- "Major ERISA settlement: Paid $48 million to settle claims about underperforming 401(k) investment options" (Kimi K2, HR compliance)
- "ADP suffers from mixed reviews, but the negative feedback is intense." (Qwen 3.7 Flash, Payroll software)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 5 | 0 | 7 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 2 | 4 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| Grok 4.20 | 1 | 1 | 4 | 6 | 12 |
| Mistral Small | 2 | 1 | 2 | 0 | 5 |
| DeepSeek V4 Flash | 0 | 2 | 2 | 4 | 8 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 3 | 4 | 3 | 10 |
| Kimi K2 | 0 | 1 | 1 | 4 | 6 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 1 | 3 |
| MiniMax M2.5 | 1 | 2 | 1 | 1 | 5 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 5 | 2 | 9 |

## Sources returned with these answers

The sites and pages cited by the answers that named ADP, from 167 of the 200 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 46
- g2.com: 46
- adp.com: 42 (its own site)
- reddit.com: 34
- paycom.com: 31
- peoplemanagingpeople.com: 30
- techrepublic.com: 29
- forbes.com: 28
- leadchangegroup.com: 26
- rippling.com: 21

### Pages cited

- https://forbes.com/advisor/business/software/best-payroll-services: 19
- https://techrepublic.com/article/best-payroll-software: 19
- https://paycom.com/resources/blog/best-enterprise-payroll-for-large-businesses: 13
- https://bamboohr.com/resources/guides/payroll-first-fails: 11
- https://adp.com/resources/articles-and-insights/articles/t/the-best-payroll-software-providers-for-large-businesses.aspx: 10
- https://reddit.com/r/humanresources/comments/1eo91nz/na_which_hris_is_the_worst_and_why: 9
- https://reddit.com/r/humanresources/comments/1iwrdp6/what_hr_platform_do_you_recommend_ny: 9
- https://reddit.com/r/humanresources/comments/1tr484f/what_hris_are_you_using_what_do_you_love_or_hate: 9

## In its own words

What ADP's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: ADP offers industry-leading online payroll and HR solutions, plus tax, compliance, benefit administration and more. (https://adp.com/)
- For: small business, midsized business, large business, and organizations of all types and sizes (https://adp.com/)
- Price stated: Get 3 months FREE when you sign up for small business payroll. (https://adp.com/)
- Free plan or trial: Get 3 months FREE (https://adp.com/)
- Hosting: more than 140 countries
- Customers named: Steve Madden, Gold’s Gym

## What it publishes

Every page adp.com exposes, read 2026-09-29: 10016 addresses. By kind, pages and the last 90 days:

- blog: 4185 pages, 51 in the last 90 days, latest 2026-09-17
- case study: 3 pages, 0 in the last 90 days, latest 2026-04-30
- webinar or virtual event: 4 pages, 0 in the last 90 days, latest 2019-12-01
- conference or event: 5 pages, 0 in the last 90 days, latest 2025-02-01
- report or ebook: 108 pages, 7 in the last 90 days, latest 2026-08-11
- comparison: 51 pages, 1 in the last 90 days, latest 2026-08-05
- template or tool: 96 pages, 0 in the last 90 days, latest 2026-06-03
- glossary or explainer: 49 pages, 3 in the last 90 days, latest 2026-08-05
- podcast or video: 2 pages, 0 in the last 90 days, latest 2023-07-01
- news or press: 45 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-17 blog: 1099 payroll how to pay independent contractors https://www.adp.com/resources/articles-and-insights/articles/1/1099-payroll-how-to-pay-independent-contractors.aspx
- Recent: 2026-09-01 blog: 9 cost effective ways to source candidates for your small business https://www.adp.com/spark/articles/2026/09/9-cost-effective-ways-to-source-candidates-for-your-small-business.aspx
- Recent: 2026-09-01 blog: From ai pilots to proof explore what comes next for your workforce at insights in action https://www.adp.com/spark/articles/2026/09/from-ai-pilots-to-proof-explore-what-comes-next-for-your-workforce-at-insights-in-action.aspx
- Recent: 2026-09-01 blog: How employer life insurance helps attract and retain employees https://www.adp.com/spark/articles/2026/09/how-employer-life-insurance-helps-attract-and-retain-employees.aspx
- Recent: 2026-09-01 blog: How leadership transparency improves employee engagement https://www.adp.com/spark/articles/2026/09/how-leadership-transparency-improves-employee-engagement.aspx
- Recent: 2026-09-01 blog: How to connect hr and it systems when expanding into new countries https://www.adp.com/spark/articles/2026/09/how-to-connect-hr-and-it-systems-when-expanding-into-new-countries.aspx

## 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.