# Ramp: how AI models rank it, September 2026

HR AI Recommendation Index, September 2026 Edition. Named in 3 judge labels across 2 categories by 2 of 12 models. Page: https://hr-ai-index.com/vendors/ramp/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Flexible benefits and lifestyle spending accounts | 2% | 14 | 0% | 1 |
| Contingent workforce management | 0% | 63 | 50% | 2 |

## What the models said for it

- "If you have a corporate card: Stick with Ramp or Divvy." (Qwen 3.7 Flash, Flexible benefits)

## And against it

- "these are not true VMS platforms for contingent worker solutions" (DeepSeek V4 Flash, Contingent workforce man)

## 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.