# WorldatWork: how AI models rank it, November 2026

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

## 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% | 12 | 0% | 3 |

## What the models said for it

- "The Best All-Rounder: WorldatWork (WCSS) ... arguably the best fit for the majority of mid-sized B2B companies" (Qwen 3.7 Flash, Compensation benchmarkin)
- "WorldatWork - Strong focus on total rewards for mid-sized companies" (Claude Haiku 4.5, Compensation benchmarkin)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| 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 | 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 | 1 | 0 | 0 | 0 | 1 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named WorldatWork, from 2 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- blog.bridgegroupinc.com: 2
- blog.salescookie.com: 2
- bridgegroupinc.com: 2
- g2.com: 2
- pulserevops.com: 2
- store.salary.com: 2
- aon.com: 1
- art19.com: 1
- bamboohr.com: 1
- captivateiq.com: 1

### Pages cited

- https://blog.bridgegroupinc.com/hubfs/resources/SaaS_AE_Metrics.pdf: 2
- https://blog.salescookie.com/2026/05/15/state-of-b2b-sales-compensation-2026: 2
- https://store.salary.com/compdata: 2
- https://aon.com/en/capabilities/human-capital-analytics/radford-mclagan-compensation-database/compensation-data-for-private-companies: 1
- https://art19.com/shows/aitoroi/episodes/add7fdae-d03d-488d-b09f-c9ebd1779ce4/embed: 1
- https://bamboohr.com/resources/guides/compensation-trends-2025: 1
- https://blog.bridgegroupinc.com/2024-ae-metrics-compensation-benchmark: 1
- https://blog.bridgegroupinc.com/saas-ae-metrics: 1

## In its own words

What WorldatWork's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: dedicated to elevating employee experiences and driving organizational performance through rewards, offering education, leadership and community (https://worldatwork.org/)
- For: HR professionals worldwide (https://worldatwork.org/)
- Customers named: Raiffeisen-Landesbank Steiermark AG, O.C. Tanner Institute, CMP Consulting, LLC

## What it publishes

Every page worldatwork.org exposes, read 2026-09-29: 2669 addresses. By kind, pages and the last 90 days:

- blog: 304 pages, 0 in the last 90 days, latest undated
- case study: 3 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 53 pages, 26 in the last 90 days, latest 2026-12-03
- conference or event: 21 pages, 0 in the last 90 days, latest undated
- report or ebook: 58 pages, 0 in the last 90 days, latest undated
- comparison: 19 pages, 0 in the last 90 days, latest undated
- template or tool: 79 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 1 pages, 0 in the last 90 days, latest undated
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- news or press: 50 pages, 0 in the last 90 days, latest undated
- Recent: 2026-12-03 webinar or virtual event: From employees to owners building the mindsets that drive performance and engagement https://worldatwork.org/webinars/from-employees-to-owners-building-the-mindsets-that-drive-performance-and-engagement
- Recent: 2026-11-17 webinar or virtual event: Finding ai use cases in your hr total rewards role https://worldatwork.org/webinars/finding-ai-use-cases-in-your-hr-total-rewards-role
- Recent: 2026-11-10 webinar or virtual event: The value of culture measuring impact and roi https://worldatwork.org/webinars/the-value-of-culture-measuring-impact-and-roi
- Recent: 2026-11-05 webinar or virtual event: From metrics to action a practical guide to compensation dashboards https://worldatwork.org/webinars/from-metrics-to-action-a-practical-guide-to-compensation-dashboards
- Recent: 2026-10-29 webinar or virtual event: 4 ways to make total rewards more visible valuable and used https://worldatwork.org/webinars/4-ways-to-make-total-rewards-more-visible-valuable-and-used
- Recent: 2026-10-27 webinar or virtual event: The ai pay paradox smarter decisions better outcomes https://worldatwork.org/webinars/the-ai-pay-paradox-smarter-decisions-better-outcomes

## 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.