# Patriot Payroll: 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/finance/vendors/patriot-payroll

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Contractor payments](https://www.gane.ai/index/finance/spend/contractor-payments/index.md) | 0% | 44 | 0% | 1 |

## What the models said for it

- "Budget‑friendly for contractors + employees" (GLM 4.7 FlashX, Contractor payments)

## 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 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| 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 Patriot Payroll, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 1
- firsthr.app: 1
- fitsmallbusiness.com: 1
- forbes.com: 1
- found.com: 1
- getapp.sg: 1
- gusto.com: 1
- joinhomebase.com: 1
- learn.g2.com: 1
- melio.com: 1

### Pages cited

- https://capterra.com/p/184673/Melio: 1
- https://firsthr.app/compare/payroll/contractor-payroll: 1
- https://fitsmallbusiness.com/contractor-payroll-services: 1
- https://forbes.com/advisor/business/software/best-cheap-payroll-services: 1
- https://found.com/: 1
- https://found.com/business-banking/payments-and-transfers: 1
- https://found.com/employer-ease: 1
- https://found.com/help/managing-contractors/guide-to-managing-contractors-on-found: 1

## In its own words

What Patriot Payroll's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Ohio payroll taxes calculated and filed by Patriot Full Service Payroll, including state, local, school district, JEDD, and JEDZ taxes. (https://help.patriotsoftware.com/en/articles/15972120-ohio-payroll-taxes-calculated-and-filed-by-patriot)
- For: Patriot Full Service Payroll customers in Ohio (https://help.patriotsoftware.com/en/articles/15972120-ohio-payroll-taxes-calculated-and-filed-by-patriot)
- Price stated: no additional charge (https://help.patriotsoftware.com/en/articles/15972120-ohio-payroll-taxes-calculated-and-filed-by-patriot)

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.