# Principal: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 17 judge labels across 1 category by 10 of 14 models. Page: https://www.gane.ai/index/hr/vendors/principal

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [401(k) providers](https://www.gane.ai/index/hr/rewards/401k-providers/index.md) | 0% | 17 | 12% | 17 |

## What the models said for it

- "Often positioned for mid-market employers wanting insurance, annuities and wellness tie-ins." (Muse Glimmer 30B, 401(k) providers)
- "Best for a traditional, broad-service provider: Fidelity, Principal, or Empower" (GPT-5.4 mini, 401(k) providers)
- "Good alternatives when the company needs broader plan-design flexibility" (Perplexity Sonar, 401(k) providers)
- "Include it if you want another established provider to quote" (GPT-6 Luna, 401(k) providers)

## And against it

- "I find our 401k plan with Principal to be lacking. The target date funds carry a 0.86% fee" (Muse Glimmer 30B, 401(k) providers)
- "often score lower for mid-market due to higher potential fees, less transparency, or more manual work" (Grok 4.20, 401(k) providers)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 2 | 0 | 3 |
| Grok 4.20 | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 2 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 1 | 1 | 1 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Principal, from 36 of the 41 answers that named it (only the models that return a source list).

### Domains cited

- adp.com: 22
- betterment.com: 16
- forbes.com: 16
- leadchangegroup.com: 14
- employeefiduciary.com: 10
- spotsaas.com: 10
- dol.gov: 8
- investmentnews.com: 8
- reddit.com: 8
- fidelity.com: 7

### Pages cited

- https://adp.com/what-we-offer/benefits/retirement/401k.aspx: 17
- https://betterment.com/top-401ks-for-small-businesses-in-2026: 14
- https://forbes.com/advisor/retirement/best-401k-plans: 14
- https://leadchangegroup.com/401k-providers: 8
- https://spotsaas.com/blog/10-best-401k-providers-2026: 7
- https://investmentnews.com/glossary/401k-companies/263041: 6
- https://adp.com/what-we-offer/benefits/retirement.aspx: 5
- https://hrtechsaas.com/blog/best-401k-plan-administrators-mid-market-employers: 5

## In its own words

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

- Positioning: Let’s keep your finances simple. Insure what you have. Invest when you’re ready. Retire with confidence. (https://principal.com/)
- For: For individuals; For businesses; For financial professionals (https://principal.com/)

## What it publishes

Every page principal.com exposes, read 2026-10-05: 1175 addresses. By kind, pages and the last 90 days:

- blog: 124 pages, 3 in the last 90 days, latest 2026-09-10
- case study: 3 pages, 3 in the last 90 days, latest 2026-07-29
- webinar or virtual event: 4 pages, 0 in the last 90 days, latest undated
- conference or event: 1 pages, 0 in the last 90 days, latest 2025-01-16
- comparison: 3 pages, 0 in the last 90 days, latest 2026-03-25
- template or tool: 8 pages, 0 in the last 90 days, latest 2026-04-30
- glossary or explainer: 147 pages, 2 in the last 90 days, latest 2026-08-31
- news or press: 81 pages, 9 in the last 90 days, latest 2026-10-01
- Recent: 2026-10-01 news or press: Principal announce third quarter 2026 financial results https://www.principal.com/about-us/news-room/news-releases/principal-announce-third-quarter-2026-financial-results
- Recent: 2026-09-10 blog: Clearly communicating tpa value recordkeepers part 2 2 https://www.principal.com/finpro/insights/clearly-communicating-tpa-value-recordkeepers-part-2-2
- Recent: 2026-09-01 news or press: Principal completes acquisition beam benefits https://www.principal.com/about-us/news-room/news-releases/principal-completes-acquisition-beam-benefits
- Recent: 2026-08-31 glossary or explainer: How spot imposter scams and protect your money https://www.principal.com/individuals/learn/how-spot-imposter-scams-and-protect-your-money
- Recent: 2026-08-26 news or press: Principal expands featured partner program support private market https://www.principal.com/about-us/news-room/news-releases/principal-expands-featured-partner-program-support-private-market
- Recent: 2026-08-25 blog: Four trends reshaping retirement plan investment strategies https://www.principal.com/finpro/insights/four-trends-reshaping-retirement-plan-investment-strategies

## 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.