# Ivalua: how AI models rank it, September 2026

HR AI Recommendation Index, September 2026 Edition. Named in 7 judge labels across 2 categories by 6 of 12 models. Page: https://hr-ai-index.com/vendors/ivalua/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Contingent workforce management | 0% | 23 | 0% | 6 |
| Recruiting CRM and sourcing | 0% | 44 | 0% | 1 |

## What the models said for it

- "Best For: Procurement-led organizations that want to treat contingent labor as a spend category" (GLM 4.7 FlashX, Contingent workforce man)
- "Alternatives often praised: Ivalua, Coupa (with caveats), Raindrop for procurement" (Grok 4.1 Fast, Recruiting CRM)

## 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.