# Contra: how AI models rank it, September 2026

HR AI Recommendation Index, September 2026 Edition. Named in 9 judge labels across 2 categories by 6 of 12 models. Page: https://hr-ai-index.com/vendors/contra/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Internal talent marketplace | 0% | 20 | 0% | 8 |
| Skills intelligence | 0% | 54 | 0% | 1 |

## What the models said for it

- "established marketplaces like Upwork, Fiverr, Toptal, Malt, and Contra generally have escrow-based payments and lower scam risk" (GLM 4.7 FlashX, Internal talent marketpl)
- "vetted networks like Braintrust/Contra (0% fees, but smaller pools)" (Grok 4.1 Fast, Internal talent marketpl)
- "Better Alternatives to Consider - Contra - Zero-fee platform" (MiniMax M2.5, Skills intelligence)
- "Artist‑ or creator‑centric needs → Contra, Dribbble" (GLM 4.7 FlashX, 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.