# Upwork-style platforms: how AI models rank it, September 2026

HR AI Recommendation Index, September 2026 Edition. Named in 1 judge labels across 1 categories by 1 of 12 models. Page: https://hr-ai-index.com/vendors/upwork-style-platforms/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Internal talent marketplace | 0% | 111 | 100% | 1 |

## And against it

- "you should be especially cautious with large open marketplaces like Upwork-style platforms when you need consistent quality" (Perplexity Sonar, Internal talent marketpl)

## 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.