# Zoho 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/hr/vendors/zoho-payroll

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Payroll software](https://www.gane.ai/index/hr/core/payroll-software/index.md) | 0% | 33 | 0% | 1 |

## What the models said for it

- "Zoho Payroll — best for Zoho users" (Perplexity Sonar, Payroll software)

## 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 | 1 | 0 | 0 | 1 |
| 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 Zoho Payroll, from 1 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- bill.com: 1
- business.org: 1
- business.usnews.com: 1
- fitsmallbusiness.com: 1
- forbes.com: 1
- onpay.com: 1
- pcmag.com: 1
- wise.com: 1
- zoho.com: 1 (its own site)

### Pages cited

- https://bill.com/blog/choose-payroll-software: 1
- https://business.org/finance/accounting/best-payroll-software: 1
- https://business.usnews.com/payroll-software/best-cheap-payroll-software: 1
- https://business.usnews.com/payroll-software/best-payroll-software: 1
- https://fitsmallbusiness.com/best-payroll-software-reviews: 1
- https://forbes.com/advisor/business/software/best-payroll-services: 1
- https://onpay.com/insights/best-small-business-payroll-software-picks: 1
- https://pcmag.com/picks/best-payroll-services: 1

## In its own words

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

- Positioning: AI powered payroll software (https://www.zoho.com/in/payroll)
- For: growing businesses (https://www.zoho.com/in/payroll)
- Free plan or trial: Try for free for 14 days (https://www.zoho.com/in/payroll)
- Certifications: ISO 27001
- Hosting: Bahrain, Canada, India, Kuwait, Oman, Qatar, Saudi Arabia, United Arab Emirates
- Customers named: Ecotech Services, Campus Knot, Vibhathi, Duratuf Products Pvt Ltd, GeeksforGeeks, PUMA SEA, Tata Play Fiber

## 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.