# UserBenchmark: how AI models rank it, September 2026

HR AI Recommendation Index, September 2026 Edition. Named in 4 judge labels across 1 categories by 4 of 12 models. Page: https://hr-ai-index.com/vendors/userbenchmark/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Compensation benchmarking data | 0% | 144 | 100% | 4 |

## And against it

- "UserBenchmark - Has received numerous complaints about: Severe bias toward certain hardware manufacturers" (MiniMax M2.5, Compensation benchmarkin)
- "The most prominent benchmarking provider you should strictly avoid ... is UserBenchmark." (Qwen 3.7 Flash, Compensation benchmarkin)
- "The one provider I'd actively steer you away from, above all others, is UserBenchmark" (DeepSeek V4 Flash, Compensation benchmarkin)
- "Avoid UserBenchmark due to its documented bias and inaccuracies." (Mistral Small, 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.