# Payscale Ascent: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 2 categories by 5 of 14 models. Page: https://www.gane.ai/index/hr/vendors/payscale-ascent

## 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% | 40 | 0% | 3 |
| [Compensation management](https://www.gane.ai/index/hr/rewards/compensation-management/index.md) | 0% | 39 | 0% | 3 |

## What the models said for it

- "best when compensation benchmarking and job pricing are the primary requirements" (Perplexity Sonar, Compensation management)
- "used by many mid-market companies as a cost-effective alternative" (Claude Haiku 4.5, Compensation benchmarkin)
- "strong if you want an AI-first compensation intelligence platform" (GPT-5.4 mini, Compensation benchmarkin)
- "Payscale Ascent for compensation intelligence / job pricing" (GPT-5.4 mini, Compensation management)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| 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 Payscale Ascent, from 26 of the 26 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 24
- leadchangegroup.com: 12
- salary.com: 11
- ravio.com: 10
- capterra.com: 8
- fitsmallbusiness.com: 7
- softwareadvice.com: 7
- comprehensive.io: 5
- peoplemanagingpeople.com: 5
- spotsaas.com: 5

### Pages cited

- https://g2.com/categories/compensation-planning/small-business: 8
- https://leadchangegroup.com/compensation-management-software/small-business: 8
- https://capterra.com/compensation-management-software: 7
- https://fitsmallbusiness.com/best-compensation-management-software: 7
- https://softwareadvice.com/hr/compensation-management-comparison: 6
- https://g2.com/categories/compensation-planning/enterprise: 5
- https://salary.com/solutions/company-size/small-business: 5
- https://g2.com/categories/salary-benchmarking/enterprise: 4

## In its own words

What Payscale Ascent's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: The modern solution for fast, defensible pay decisions. (https://payscale.com/)
- For: HR and compensation professionals (https://www.payscale.com/compensation-trends/pricing-hybrid-jobs)
- Certifications: SOC 2, TX-RAMP
- Customers named: ACTS Retirement-Life, Cheyenne Regional Medical Center, ZoomInfo, Independent Bank, Mariani Packing Company, Baylor University, Deltek, Integer Holdings

## What it publishes

Every page payscale.com exposes, read 2026-09-29: 219024 addresses. By kind, pages and the last 90 days:

- case study: 14 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 60 pages, 0 in the last 90 days, latest undated
- conference or event: 130 pages, 0 in the last 90 days, latest undated
- report or ebook: 216972 pages, 0 in the last 90 days, latest undated
- comparison: 15 pages, 0 in the last 90 days, latest undated
- template or tool: 12 pages, 0 in the last 90 days, latest 2026-05-14
- glossary or explainer: 19 pages, 0 in the last 90 days, latest undated
- news or press: 164 pages, 0 in the last 90 days, latest undated
- Recent: 2026-05-14 template or tool: Readiness checklist know right level transparency org 2 https://www.payscale.com/compensation-trends/readiness-checklist-know-right-level-transparency-org-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.