# QuickBooks 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/quickbooks-payroll

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Contractor payments](https://www.gane.ai/index/finance/spend/contractor-payments/index.md) | 0% | 47 | 0% | 1 |

## What the models said for it

- "Gusto, Rippling, or QuickBooks Payroll: Excellent for automated W-9 collection" (Gemini 3.5 Flash, 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 | 1 | 0 | 0 | 1 |
| 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 QuickBooks Payroll, from 5 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- fabric.so: 2
- papayaglobal.com: 2
- sourceforge.net: 2
- worksuite.com: 2
- ai.paytabs.com: 1
- capterra.com: 1
- contractor-of-record.com: 1
- corpay.com: 1
- costbench.com: 1
- deel.com: 1

### Pages cited

- https://fabric.so/comparison/best-contractor-payment-tool: 2
- https://worksuite.com/resources/insights/best-contractor-payment-software: 2
- https://ai.paytabs.com/en/top-7-most-common-merchant-account-complaints-that-can-be-a-red-flag: 1
- https://capterra.com/sales-tax-software/features/tax-compliance: 1
- https://contractor-of-record.com/software/contractor-management: 1
- https://contractor-of-record.com/software/contractor-payouts: 1
- https://corpay.com/resources/blog/construction-payment-fraud: 1
- https://costbench.com/best/best-contractor-payment-platforms: 1

## 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.