Compensation benchmarking data · Named, not rankedWorldatWork
WorldatWork is a source of compensation benchmarking data · worldatwork.org ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. WorldatWork has 3.
Why models recommend it
“The Best All-Rounder: WorldatWork (WCSS) ... arguably the best fit for the majority of mid-sized B2B companies”Qwen 3.7 Flash · Paraphrase question · first choice
“WorldatWork - Strong focus on total rewards for mid-sized companies”Claude Haiku 4.5 · Paraphrase question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as WorldatWork, over the 4 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 3 | 0 | View → | |
| 2 | 0 | View → | |
| 2 | 0 | View → | |
| 1 | 1 | View → | |
| 1 | 1 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on WorldatWork's own site, not checked by Gane.
- For
- HR professionals worldwide
- Customers named
- Raiffeisen-Landesbank Steiermark AG, O.C. Tanner Institute, CMP Consulting, LLC
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 2 of the 4 answers that named WorldatWork and are not a share of its labels.
Domains cited
Sixteen of the sixteen domain citations in answers naming WorldatWork came from a third party's page.
Pages cited
Pages are listed as the models cited them.
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 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 304 | undated | Performance management, Compensation management | ||
| Template or tool | 79 | undated | Pay equity, Performance management | ||
| Report or ebook | 58 | undated | Performance management, Pay equity | ||
| Webinar or virtual event | 53 | 26 | 2026-12-03 | Pay equity, Performance management | |
| News or press | 50 | undated | Pay equity, Performance management | ||
| Conference or event | 21 | undated | |||
| Comparison | 19 | undated | |||
| Case study | 3 | undated | |||
| Glossary or explainer | 1 | undated | |||
| Podcast or video | 1 | undated |
How it is countedHide how it is counted
Every page worldatwork.org exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name pay equity (10); 0 name the category the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.