# Fidelity Workplace Investing: 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/fidelity-workplace-investing

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [401(k) providers](https://www.gane.ai/index/hr/rewards/401k-providers/index.md) | 16% | 2 | 0% | 17 |

## What the models said for it

- "I'd put Fidelity Workplace Investing first on the RFP shortlist—not award the contract without comparing bids." (GPT-6 Luna, 401(k) providers)
- "Fidelity Workplace Investing is a safe, well-supported default for scale and fiduciary resources" (Muse Glimmer 30B, 401(k) providers)
- "Scale / investment choice + fiduciary support: Fidelity Workplace Investing, Empower Retirement" (Muse Glimmer 30B, 401(k) providers)
- "Human Interest and Fidelity Workplace Investing are widely considered the top choices" (Qwen 3.7 Flash, 401(k) providers)

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

## Sources returned with these answers

The sites and pages cited by the answers that named Fidelity Workplace Investing, from 25 of the 25 answers that named it (only the models that return a source list).

### Domains cited

- leadchangegroup.com: 24
- adp.com: 20
- forbes.com: 18
- basiccapital.com: 9
- betterment.com: 9
- hrtechsaas.com: 9
- investmentnews.com: 7
- fitsmallbusiness.com: 6
- sourceforge.net: 6
- humaninterest.com: 5

### Pages cited

- https://forbes.com/advisor/retirement/best-401k-plans: 17
- https://adp.com/what-we-offer/benefits/retirement/401k.aspx: 16
- https://leadchangegroup.com/401k-providers/mid-market: 15
- https://leadchangegroup.com/401k-providers: 12
- https://leadchangegroup.com/401k-providers/small-business: 11
- https://hrtechsaas.com/blog/best-401k-plan-administrators-mid-market-employers: 9
- https://betterment.com/top-401ks-for-small-businesses-in-2026: 7
- https://investmentnews.com/glossary/401k-companies/263041: 7

## What it publishes

Every page fidelity.com exposes, read 2026-09-29: 4271 addresses. By kind, pages and the last 90 days:

- blog: 32 pages, 0 in the last 90 days, latest undated
- case study: 1 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 5 pages, 0 in the last 90 days, latest 2026-05-14
- conference or event: 10 pages, 0 in the last 90 days, latest undated
- report or ebook: 68 pages, 0 in the last 90 days, latest undated
- comparison: 75 pages, 0 in the last 90 days, latest 2024-08-27
- template or tool: 26 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 123 pages, 0 in the last 90 days, latest undated
- podcast or video: 7 pages, 0 in the last 90 days, latest 2024-01-23
- news or press: 53 pages, 0 in the last 90 days, latest undated
- Recent: 2026-05-14 webinar or virtual event: Insights live on demand https://www.fidelity.com/learning-center/wealth-management-insights/insights-live-on-demand
- Recent: 2024-08-27 comparison: Term life vs whole life insurance https://www.fidelity.com/learning-center/personal-finance/term-life-vs-whole-life-insurance
- Recent: 2024-01-23 podcast or video: Podcast preview https://www.fidelity.com/learning-center/money-unscripted/podcast-preview
- Recent: 2022-09-26 podcast or video: Fresh invest podcast actively seeking passive income https://www.fidelity.com/learning-center/trading-investing/fresh-invest-podcast-actively-seeking-passive-income
- Recent: 2020-09-02 webinar or virtual event: Options 101 webinar series recording https://www.fidelity.com/learning-center/investment-products/options/options-101-webinar-series-recording

## 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.