# Remote: how AI models rank it, September 2026

HR AI Recommendation Index, September 2026 Edition. Named in 79 judge labels across 9 categories by 12 of 12 models. Page: https://hr-ai-index.com/vendors/remote/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Global payroll and employer of record | 9% | 5 | 18% | 51 |
| Contingent workforce management | 0% | 19 | 0% | 17 |
| HR compliance and policy management | 0% | 31 | 0% | 4 |
| Payroll software | 0% | 22 | 0% | 2 |
| Employee onboarding | 0% | 65 | 0% | 1 |
| Flexible benefits and lifestyle spending accounts | 0% | 45 | 0% | 1 |
| Leave and absence management | 0% | 53 | 0% | 1 |
| Time and attendance | 0% | 57 | 0% | 1 |
| Workforce management suites | 0% | 49 | 0% | 1 |

## What the models said for it

- "Choose Remote or Deel if: You want the fastest onboarding and the largest pool of available candidates/government relationships." (Qwen 3.7 Flash, Global payroll)
- "The best employer of record for a mid-market B2B company is Oyster HR, Deel, or Remote" (Llama 4 Maverick, Global payroll)
- "Remote, Deel, Papaya Global, and ADP are the safer, more reliable choices" (Mistral Small, Global payroll)
- "Best all-around for both EOR and payroll: Deel, Remote, Papaya Global." (GPT-5.4 mini, Global payroll)

## And against it

- "premium, all-in-one Employer of Record (EOR) providers like Deel, Remote, or Rippling ... these admin costs can quickly deplete your capital" (Gemini 3.5 Flash, Global payroll)
- "Recent reviews note partner dependency issues ... ask clearly about their fallback strategy in complex or restricted jurisdictions." (Qwen 3.7 Flash, Global payroll)
- "Inadequate customer support, slow response times, payment delays, missing features, high fees, unclear timelines" (GLM 4.7 FlashX, Global payroll)
- "High Caution – Major Support & Policy Declines... Public sentiment has shifted sharply negative in 2024–2025." (DeepSeek V4 Flash, Global payroll)

## 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, September 2026 Edition, hr-ai-index.com.