# Alight: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [401(k) providers](https://www.gane.ai/index/hr/rewards/401k-providers/index.md) | 0% | 41 | 0% | 1 |
| [HSA and FSA administrators](https://www.gane.ai/index/hr/rewards/hsa-and-fsa-administration/index.md) | 0% | 31 | 0% | 1 |

## What the models said for it

- "Consider AmeriFlex or Alight." (Qwen 3.7 Flash, HSA & FSA admin)

## 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 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Alight, from 12 of the 12 answers that named it (only the models that return a source list).

### Domains cited

- adp.com: 5
- basiccapital.com: 3
- leadchangegroup.com: 3
- alcor.com: 2
- bogleheads.org: 2
- capterra.in: 2
- dol.gov: 2
- eorhq.com: 2
- fitsmallbusiness.com: 2
- g2.com: 2

### Pages cited

- https://alcor.com/best-eor-for-enterprise: 2
- https://bogleheads.org/forum/viewtopic.php: 2
- https://capterra.in/directory/34541/eor-employer-of-record/software: 2
- https://www.gane.ai/index/hr/rewards/hsa-and-fsa-administration/enterprise: 2
- https://hr.software/best-eor/for-enterprise: 2
- https://remote.com/blog/payroll/best-global-payroll-providers: 2
- https://softwareadvice.co.uk/directory/4976/eor-employer-of-record/software: 2
- https://401k.is/compare: 1

## In its own words

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

- Positioning: A benefits experience your employees will love. The efficiency your business needs. (https://alight.com/)
- For: businesses (https://alight.com/)
- Integrations claimed: 600 (https://alight.com/)

## What it publishes

Every page alight.com exposes, read 2026-09-29: 2021 addresses. By kind, pages and the last 90 days:

- blog: 394 pages, 1 in the last 90 days, latest 2026-08-14
- case study: 46 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 18 pages, 0 in the last 90 days, latest undated
- conference or event: 5 pages, 0 in the last 90 days, latest undated
- report or ebook: 7 pages, 2 in the last 90 days, latest 2026-07-21
- comparison: 9 pages, 0 in the last 90 days, latest undated
- template or tool: 7 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 38 pages, 0 in the last 90 days, latest undated
- news or press: 404 pages, 0 in the last 90 days, latest undated
- Recent: 2026-08-14 blog: Preparing for trump accounts what treasury proposed rules mean for employers https://www.alight.com/blog/preparing-for-trump-accounts-what-treasury-proposed-rules-mean-for-employers
- Recent: 2026-07-21 report or ebook: Analyst Disability Case Managers https://careers.alight.com/us/en/job/ALIGUSR38068EXTERNALENUS/Analyst-Disability-Case-Managers
- Recent: 2026-07-21 report or ebook: Analyst Disability Case Management https://careers.alight.com/us/en/job/ALIGUSR38073EXTERNALENUS/Analyst-Disability-Case-Management

## 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.