# J.H.: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/hr/vendors/j-h

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [401(k) providers](https://www.gane.ai/index/hr/rewards/401k-providers/index.md) | 0% | 60 | 100% | 1 |

## And against it

- "Some sources mention issues with J.H. (likely John Hancock), noting poor website design and customer support." (Claude Haiku 4.5, 401(k) providers)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 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 | 0 | 0 | 0 | 0 | 0 |
| 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 J.H., from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- 401kspecialistmag.com: 1
- benefit-resources.com: 1
- bogleheads.org: 1
- employeefiduciary.com: 1
- fool.com: 1
- forums.anandtech.com: 1
- goodreads.com: 1
- jdsupra.com: 1
- money.usnews.com: 1
- npr.org: 1

### Pages cited

- https://401kspecialistmag.com/the-worst-401k-plan-in-america: 1
- https://benefit-resources.com/401k-providers-5-things-to-look-for-and-what-you-want-to-avoid: 1
- https://bogleheads.org/forum/viewtopic.php: 1
- https://employeefiduciary.com/blog/switching-401k-providers: 1
- https://fool.com/retirement/general/2015/09/25/dear-boss-fix-our-401k.aspx: 1
- https://forums.anandtech.com/threads/my-401k-plan.280707/post-27702502: 1
- https://goodreads.com/author_blog_posts/4668316-the-problem-with-401-k-plans: 1
- https://jdsupra.com/topics/401k/benefit-plan-sponsors: 1

## 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.