# Slavic401k: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/hr/vendors/slavic401k

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [401(k) providers](https://www.gane.ai/index/hr/rewards/401k-providers/index.md) | 0% | 55 | 50% | 2 |

## And against it

- "users have reported outdated technology and surprisingly high fees (up to 1%)" (Qwen 3.7 Flash, 401(k) providers)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 | 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 | 1 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| 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 Slavic401k, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- investmentnews.com: 3
- reddit.com: 3
- trustpilot.com: 3
- employeefiduciary.com: 2
- forbes.com: 2
- 401kspecialistmag.com: 1
- adp.com: 1
- ai-cio.com: 1
- bionic-ads.com: 1
- bogleheads.org: 1

### Pages cited

- https://forbes.com/advisor/retirement/best-401k-plans: 2
- https://investmentnews.com/glossary/401k-companies/263041: 2
- https://reddit.com/r/Bogleheads/comments/1kw87w4/anyone_else_have_bad_401k_choices: 2
- https://reddit.com/r/Bogleheads/comments/1kz7rip/small_company_i_work_for_is_now_offering_me_a: 2
- https://trustpilot.com/review/slavic401k.com: 2
- https://401kspecialistmag.com/majority-of-small-business-401k-plans-still-pay-hidden-fees: 1
- https://adp.com/what-we-offer/benefits/retirement.aspx: 1
- https://adp.com/what-we-offer/benefits/retirement/401k.aspx: 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.