# Comprehensive.io alternatives: what AI models name instead, September 2026

HR AI Recommendation Index, September 2026 Edition. 191 of the 216 answers in the 1 category where Comprehensive.io holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://hr-ai-index.com/vendors/comprehensive-io/alternatives/

## Named instead, most often (every category and segment added)

- Pave: 22
- Mercer: 20
- Payscale: 15
- Radford: 13
- Deloitte: 7
- Willis Towers Watson: 7

## Compensation benchmarking data

**Small business**: 59 of 72 answers did not name Comprehensive.io (Comprehensive.io is #6 of 10 at 2%).

- Pave: first choice in 11 of those 59
- Payscale: first choice in 4 of those 59
- Databox: first choice in 3 of those 59
- Salary.com: first choice in 3 of those 59
- Bureau of Labor Statistics: first choice in 2 of those 59
- Ravio: first choice in 2 of those 59
- Salary.com CompAnalyst: first choice in 2 of those 59
- BLS (Bureau of Labor Statistics) OEWS: first choice in 1 of those 59

**Mid-market**: 61 of 72 answers did not name Comprehensive.io (Comprehensive.io is #3 of 8 at 12%).

- Payscale: first choice in 11 of those 61
- Mercer: first choice in 5 of those 61
- Pave: first choice in 5 of those 61
- CompData: first choice in 2 of those 61
- Deloitte: first choice in 2 of those 61
- Payscale / CompAnalyst: first choice in 2 of those 61
- Radford: first choice in 2 of those 61
- SalaryCube: first choice in 2 of those 61

**Enterprise**: 71 of 72 answers did not name Comprehensive.io.

- Mercer: first choice in 15 of those 71
- Radford: first choice in 11 of those 71
- Willis Towers Watson: first choice in 7 of those 71
- Pave: first choice in 6 of those 71
- Deloitte: first choice in 5 of those 71
- Aon's Radford McLagan Compensation Database: first choice in 2 of those 71
- Deloitte Consulting: first choice in 2 of those 71
- Gartner: first choice in 2 of those 71

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.