# Paylogix: 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/paylogix

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Benefits administration](https://www.gane.ai/index/hr/core/benefits-administration/index.md) | 0% | 62 | 100% | 1 |

## And against it

- "2025 ransomware attack exposed health records, SSNs, financial accounts, and passports" (Grok 4.20, Benefits administration)

## 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 | 1 | 1 |
| 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 Paylogix, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- benefitfocus.com: 1
- capterra.com: 1
- g2.com: 1
- insurancebusinessmag.com: 1
- marketplace.ukg.com: 1
- mass.gov: 1
- mercer.com: 1
- reddit.com: 1
- softwarefinder.com: 1
- trustpilot.com: 1

### Pages cited

- https://benefitfocus.com/sites/default/files/resources/buyer-s-guide-for-next-level-benefits-administration.pdf: 1
- https://capterra.com/benefits-administration-software: 1
- https://g2.com/categories/benefits-administration: 1
- https://g2.com/products/benefitmall-employerfocus/reviews: 1
- https://insurancebusinessmag.com/us/news/benefits/healthcare-data-breaches-hit-record-pace-as-vendor-risk-surges-594767.aspx: 1
- https://insurancebusinessmag.com/us/news/benefits/paylogix-tpa-data-breach-puts-benefits-brokers-on-notice-587537.aspx: 1
- https://marketplace.ukg.com/en-US/apps/563052/employee-navigator-benefits-integration/reviews: 1
- https://mass.gov/doc/2025-1767-coalesce-llc-dba-benefitelect/download: 1

## In its own words

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

- Positioning: Premium Technology Solutions for Voluntary Benefits (https://paylogix.com/)
- For: brokers and employers (https://paylogix.com/)
- Price stated: no cost to brokers and employers (https://paylogix.com/)
- Certifications: PCI DSS

## What it publishes

Every page paylogix.com exposes, read 2026-09-29: 124 addresses. By kind, pages and the last 90 days:

- comparison: 1 pages, 0 in the last 90 days, latest undated
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 1 pages, 0 in the last 90 days, latest undated
- podcast or video: 1 pages, 0 in the last 90 days, latest undated

## 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.