# Upwork: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 7 judge labels across 2 categories by 6 of 14 models. Page: https://finance-ai-index.com/vendors/upwork/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Contractor payments | 0% | 77 | 33% | 6 |
| Procure-to-pay | 0% | 83 | 100% | 1 |

## And against it

- "Platforms: Fiverr/Upwork (for physical goods), Facebook Marketplace/Groups." (Qwen 3.7 Flash, Procure-to-pay)
- "Sudden account suspensions (even with pending business); Poor customer support ratings" (Kimi K2, Contractor payments)
- "limited to Upwork's network of contractors... less flexible for external contractors" (Mistral Small, Contractor payments)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Contractor payments: 0% to 0%, ±0. Inside the floor by 10 points · rank 67 → 77 of 98.
- Procure-to-pay: 0% to 0%, ±0. New · not ranked in September 2026 · rank 83 of 87.

## In its own words

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

- Positioning: the world’s largest human and AI-powered freelance marketplace to hire top talent—trusted by businesses and professionals worldwide. (https://upwork.com/)
- For: businesses and professionals worldwide (https://upwork.com/)
- Price stated: Posting jobs is always free; Basic includes Marketplace access, Talent profiles, Hiring tools, Project workspace, and Protected payments; Business Plus includes Everything in Basic, plus Curated shortlists, Expert-Vetted talent, Team workspace, Centralized billing, and Priority support. (https://upwork.com/)
- Free plan or trial: Get started for free (https://upwork.com/)
- Customers named: Züs, Datajoi, Lighthouse, Liquid Screen Design, Promly, Omic

## What it publishes

Every page upwork.com exposes, read 2026-09-29: 5 addresses. By kind, pages and the last 90 days:


## Record

- Method: https://finance-ai-index.com/methodology/
- Raw judge labels and full responses: https://finance-ai-index.com/data/
- License: CC BY 4.0. Cite as Finance AI Recommendation Index, October 2026 Edition, finance-ai-index.com.