# Option Impact: how AI models rank it, September 2026

HR AI Recommendation Index, September 2026 Edition. Named in 4 judge labels across 2 categories by 3 of 12 models. Page: https://hr-ai-index.com/vendors/option-impact/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Compensation benchmarking data | 0% | 34 | 0% | 3 |
| Compensation management | 0% | 77 | 0% | 1 |

## What the models said for it

- "Prioritize platforms that use verified employer-reported data (such as Option Impact, Pave, Ravio, or WTW/Radford)" (Gemini 3.5 Flash, Compensation management)
- "real-time API integrations like Pave, Figures, Ravio, or Option Impact" (Gemini 3.5 Flash, Compensation benchmarkin)
- "Tech-First / Specialized Platforms (Radford, Pave, CompAnalyst, Option Impact)" (Qwen 3.7 Flash, Compensation benchmarkin)

## 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.