# Affirmity: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 10 judge labels across 1 category by 7 of 14 models. Page: https://www.gane.ai/index/hr/vendors/affirmity

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Pay equity](https://www.gane.ai/index/hr/rewards/pay-equity/index.md) | 0% | 23 | 10% | 10 |

## What the models said for it

- "Choose Affirmity when pay equity is part of a broader U.S. affirmative-action program." (Perplexity Sonar, Pay equity)
- "Best for: U.S. federal and state compliance (OFCCP, Affirmative Action, EEO)." (Gemini 3.5 Flash, Pay equity)
- "best when U.S. legal defensibility is the primary buying criterion" (Perplexity Sonar, Pay equity)
- "Best for EEOC-aligned pay equity studies." (Muse Glimmer 30B, Pay equity)

## And against it

- "Avoid starting with enterprise platforms such as Syndio, Trusaic, or Affirmity" (Perplexity Sonar, Pay equity)

## 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 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 2 | 0 | 1 | 3 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Affirmity, from 16 of the 17 answers that named it (only the models that return a source list).

### Domains cited

- effy.ai: 11
- synd.io: 11
- peoplemanagingpeople.com: 10
- guideflow.com: 8
- salary.com: 8
- g2.com: 7
- salarycube.com: 7
- affirmity.com: 6 (its own site)
- skima.ai: 5
- compup.io: 4

### Pages cited

- https://effy.ai/blog/pay-equity-software: 11
- https://peoplemanagingpeople.com/tools/best-pay-equity-software: 9
- https://guideflow.com/blog/pay-equity-software: 8
- https://peoplemanagingpeople.com/tools/best-ai-pay-equity-software: 7
- https://salarycube.com/compensation/best-pay-equity-software: 6
- https://affirmity.com/software/pay-equity-analysis-software: 5
- https://salary.com/platform/pay-equity-suite: 5
- https://skima.ai/blog/product-deep-dives/best-pay-equity-software: 5

## In its own words

What Affirmity's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Your Trusted Partner in Workforce Analytics and Compliance (https://affirmity.com/)
- For: HR and compliance teams (https://affirmity.com/)
- Customers named: Citrix Systems Inc., Crown Equipment, Albireo Energy, LLC

## What it publishes

Every page affirmity.com exposes, read 2026-09-29: 468 addresses. By kind, pages and the last 90 days:

- blog: 381 pages, 25 in the last 90 days, latest 2026-09-28
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest undated
- conference or event: 5 pages, 0 in the last 90 days, latest 2026-03-11
- template or tool: 19 pages, 1 in the last 90 days, latest 2026-08-19
- glossary or explainer: 2 pages, 0 in the last 90 days, latest 2026-01-07
- Recent: 2026-09-28 blog: Far proposed rules codify anti dei federal contracting https://www.affirmity.com/blog/far-proposed-rules-codify-anti-dei-federal-contracting/
- Recent: 2026-09-22 blog: Starbucks to pay legal costs after settling florida diversity policies lawsuit https://www.affirmity.com/blog/starbucks-to-pay-legal-costs-after-settling-florida-diversity-policies-lawsuit
- Recent: 2026-09-21 blog: Compliance cafe the underestimated risks of ai in employment decisions 141026 https://www.affirmity.com/resources/compliance-cafe-the-underestimated-risks-of-ai-in-employment-decisions-141026
- Recent: 2026-09-16 blog: Accenture to pay 25m latest doj false claims act settlement https://www.affirmity.com/blog/accenture-to-pay-25m-latest-doj-false-claims-act-settlement
- Recent: 2026-09-14 blog: Census bureau proposal race ethnicity question removal 2030 https://www.affirmity.com/blog/census-bureau-proposal-race-ethnicity-question-removal-2030
- Recent: 2026-08-31 blog: How documentation data win employment cases https://www.affirmity.com/blog/how-documentation-data-win-employment-cases

## 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.