# Mercer Total Remuneration Survey: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 34 judge labels across 1 category by 14 of 14 models. Page: https://www.gane.ai/index/hr/vendors/mercer-total-remuneration-survey

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Compensation benchmarking data](https://www.gane.ai/index/hr/rewards/compensation-benchmarking-data/index.md) | 4% | 9 | 50% | 34 |

## What the models said for it

- "One of the most comprehensive and widely used surveys globally... Best for: Mid-sized companies seeking robust, benchmarked data" (MiniMax M2.5, Compensation benchmarkin)
- "Choose Mercer, WTW, Aon/Radford, or Korn Ferry for global compensation structures and job architecture." (Perplexity Sonar, Compensation benchmarkin)
- "If you need to set salary bands globally, choose Mercer for breadth." (Qwen 3.7 Flash, Compensation benchmarkin)
- "Need HR, compensation, or talent data? | Mercer, Korn Ferry, Aon/WTW" (Kimi K2, Compensation benchmarkin)

## And against it

- "Providers to avoid or use carefully include: - Mercer, Willis Towers Watson (WTW), and Radford when the budget is tight" (Muse Glimmer 30B, Compensation benchmarkin)
- "avoid traditional enterprise survey providers (like Radford/Aon, Mercer, or Willis Towers Watson" (Gemini 3.5 Flash, Compensation benchmarkin)
- "Avoid for Mid-Market: Radford (Aon), Mercer, or Willis Towers Watson" (Grok 4.20, Compensation benchmarkin)
- "you may also be too small to fully exploit the traditional enterprise survey houses (Mercer, Radford, WTW) unless you have the resources to participate in data submission and manage their complexity" (DeepSeek V4 Flash, Compensation benchmarkin)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 1 | 0 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 1 | 2 |
| Perplexity Sonar | 1 | 0 | 0 | 3 | 4 |
| Grok 4.20 | 0 | 0 | 0 | 4 | 4 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 2 | 3 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 1 | 3 |
| Kimi K2 | 1 | 1 | 1 | 1 | 4 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 1 | 0 | 0 | 1 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 1 | 2 |
| Muse Glimmer 30B | 0 | 0 | 1 | 2 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Mercer Total Remuneration Survey, from 77 of the 92 answers that named it (only the models that return a source list).

### Domains cited

- ravio.com: 51
- salary.com: 31
- comprehensive.io: 29
- salarycube.com: 22
- payscale.com: 18
- g2.com: 16
- peoplemanagingpeople.com: 15
- gane.ai/index: 14
- mercer.com: 14 (its own site)
- wtwco.com: 14

### Pages cited

- https://ravio.com/blog/compensation-benchmarking-companies: 30
- https://comprehensive.io/content/best-compensation-benchmarking-data-sources: 26
- https://ravio.com/blog/the-best-tools-for-salary-benchmarking: 26
- https://salary.com/data: 19
- https://salary.com/: 16
- https://peoplemanagingpeople.com/services/best-compensation-benchmarking-companies: 15
- https://marketintelligencetools.com/rankings/compensation-benchmarking-tools: 12
- https://salarycube.com/compensation/best-compensation-benchmarking-companies-for-2026-complete-guide: 12

## In its own words

What Mercer Total Remuneration Survey's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: benchmark compensation and build defensible increment strategies across 140 markets (https://www.mercer.com/en-sg/solutions/talent-and-rewards/compensation-data-insights-and-research/total-remuneration-surveys/)
- For: HR reward professionals and CFOs (https://www.mercer.com/en-sg/solutions/talent-and-rewards/compensation-data-insights-and-research/total-remuneration-surveys/)
- Price stated: $11,150 Participant; $22,300 Non Participant (https://www.mercer.com/en-sg/solutions/talent-and-rewards/compensation-data-insights-and-research/total-remuneration-surveys/)
- Starting price: 11150 (https://www.mercer.com/en-sg/solutions/talent-and-rewards/compensation-data-insights-and-research/total-remuneration-surveys/)

## 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.