# Aon Radford: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/hr/vendors/aon-radford

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Compensation benchmarking data](https://www.gane.ai/index/hr/rewards/compensation-benchmarking-data/index.md) | 2% | 13 | 25% | 4 |

## What the models said for it

- "B2B SaaS or technology: Use Aon Radford for engineering, product, and other tech roles" (GPT-6 Luna, Compensation benchmarkin)
- "Radford is especially relevant to technology and life sciences" (Perplexity Sonar, Compensation benchmarkin)

## And against it

- "but they may be more than a mid-market team needs as its only source" (GPT-6 Luna, Compensation benchmarkin)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 1 | 0 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 0 | 0 | 1 | 2 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Aon Radford, from 10 of the 10 answers that named it (only the models that return a source list).

### Domains cited

- ravio.com: 7
- comprehensive.io: 5
- marketintelligencetools.com: 4
- captivateiq.com: 3
- payscale.com: 3
- reddit.com: 3
- salarycube.com: 3
- aon.com: 2
- comptool.com: 2
- ficstar.com: 2

### Pages cited

- https://comprehensive.io/content/best-compensation-benchmarking-data-sources: 5
- https://marketintelligencetools.com/rankings/compensation-benchmarking-tools: 4
- https://ravio.com/blog/compensation-benchmarking-companies: 4
- https://captivateiq.com/blog/compensation-benchmarking-software: 3
- https://ficstar.com/best-compensation-benchmarking-data-providers-2026: 2
- https://imercer.com/: 2
- https://payscale.com/products/data: 2
- https://peoplemanagingpeople.com/services/best-compensation-benchmarking-companies: 2

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.