# Comptool: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/hr/vendors/comptool

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Compensation benchmarking data](https://www.gane.ai/index/hr/rewards/compensation-benchmarking-data/index.md) | 0% | 65 | 0% | 1 |

## What the models said for it

- "CompTool (or similar platforms like SalaryCube) aggregates multiple sources and can be cost-effective" (Grok 4.20, 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 | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Comptool, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- aon.com: 1
- culpepper.com: 1
- gane.ai/index: 1
- payscale.com: 1
- reddit.com: 1

### Pages cited

- https://aon.com/en/capabilities/human-capital-analytics/radford-mclagan-compensation-database/compensation-data-for-private-companies: 1
- https://culpepper.com/surveys/compensation-surveys: 1
- https://www.gane.ai/index/hr/rewards/compensation-benchmarking-data: 1
- https://payscale.com/content/report/2026-compensation-best-practice-report.pdf: 1
- https://reddit.com/r/humanresources/comments/1mni0bg/compensation_data_na: 1

## What it publishes

Every page comptool.com exposes, read 2026-09-29: 9251 addresses. By kind, pages and the last 90 days:

- blog: 59 pages, 0 in the last 90 days, latest 2026-04-30
- case study: 4 pages, 0 in the last 90 days, latest undated
- report or ebook: 28 pages, 0 in the last 90 days, latest 2024-02-19
- comparison: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-04-30 blog: Shift differentials 2025 study https://comptool.com/shift-differentials-2025-study
- Recent: 2025-12-31 blog: Is unlimited pto a scam the data says its more complicated https://comptool.com/is-unlimited-pto-a-scam-the-data-says-its-more-complicated
- Recent: 2025-12-14 blog: The most effective merit increases https://comptool.com/the-most-effective-merit-increases
- Recent: 2025-04-28 blog: External job title governance https://comptool.com/external-job-title-governance
- Recent: 2025-04-16 blog: How much of the salary range should we post https://comptool.com/how-much-of-the-salary-range-should-we-post
- Recent: 2025-04-07 blog: Tariffs and compensation strategies https://comptool.com/tariffs-and-compensation-strategies

## 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.