# ADP WorkForce Software: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/hr/vendors/adp-workforce-software

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Workforce management suites](https://www.gane.ai/index/hr/core/workforce-management-suites/index.md) | 0% | 50 | 50% | 2 |

## What the models said for it

- "The research ranked the top three overall leaders as Oracle, ADP and UKG." (Muse Glimmer 30B, Workforce management sui)

## And against it

- "The practical caution is around sprawling product lineage, change management during M&A integration, and the need to validate that the specific module you need is actively shipped" (Muse Glimmer 30B, Workforce management sui)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named ADP WorkForce Software, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- dam.infor.com: 3
- research.isg-one.com: 3
- assembled.com: 2
- oracle.com: 2
- ramco.com: 2
- selecthub.com: 2
- ukg.com: 2
- 247.ai: 1
- 6sense.com: 1
- aspect.com: 1

### Pages cited

- https://research.isg-one.com/market-perspectives/isg-buyers-guide-for-workforce-management-suites-in-2025-classifies-and-rates-software-providers: 3
- https://dam.infor.com/api/public/content/c3d38a4acb134e30a64a8eff661f181e: 2
- https://oracle.com/a/ocom/docs/isg-buyers-guide-wfm-2026-software-provider-report.pdf: 2
- https://ramco.com/products/payroll/nucleus-research-wfm-matrix: 2
- https://research.isg-one.com/buyers-guide/business-technologies/employees-and-hcm/workforce-management-suites/2025: 2
- https://247.ai/reads/contact-center-workforce-management: 1
- https://6sense.com/tech/workforce-management/oracleworkforcemanagement-vs-ukgpro: 1
- https://aspect.com/resources/5-common-mistakes-selecting-workforce-management-solution: 1

## In its own words

What ADP WorkForce Software's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: ADP Workforce Now empowers clients to effectively address business challenges with a flexible, secure and integrated HCM solution that supports the full spectrum of HR needs – from recruitment to retirement and everything in between. (https://www.adp.com/logins/adp-workforce-now.aspx)
- For: clients (https://www.adp.com/logins/adp-workforce-now.aspx)
- Customers named: Giorgio Armani, Philips Domestic Appliances, Senior Lifestyle, MANN+HUMMEL, Autoliv, Teck, Weatherford, Associated Wholesale Grocers, Inc.

## 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.