# Gusto: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 230 judge labels across 21 categories by 14 of 14 models. Page: https://www.gane.ai/index/hr/vendors/gusto

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [HR compliance and policy management](https://www.gane.ai/index/hr/core/hr-compliance-and-policy-management/index.md) | 11% | 4 | 15% | 26 |
| [Pay equity](https://www.gane.ai/index/hr/rewards/pay-equity/index.md) | 10% | 5 | 0% | 12 |
| [Employee onboarding](https://www.gane.ai/index/hr/experience/employee-onboarding/index.md) | 6% | 6 | 9% | 32 |
| [HRIS and HCM platforms](https://www.gane.ai/index/hr/core/hris-and-hcm-platforms/index.md) | 6% | 6 | 21% | 43 |
| [Compensation management](https://www.gane.ai/index/hr/rewards/compensation-management/index.md) | 4% | 9 | 0% | 3 |
| [Payroll software](https://www.gane.ai/index/hr/core/payroll-software/index.md) | 2% | 8 | 31% | 45 |
| [Flexible benefits and lifestyle spending accounts](https://www.gane.ai/index/hr/rewards/flexible-benefits-and-lifestyle-spending-accounts/index.md) | 0% | 11 | 6% | 18 |
| [HR AI assistants](https://www.gane.ai/index/hr/experience/hr-ai-assistants/index.md) | 0% | 24 | 0% | 9 |
| [Time and attendance](https://www.gane.ai/index/hr/core/time-and-attendance/index.md) | 0% | 30 | 22% | 9 |
| [Leave and absence management](https://www.gane.ai/index/hr/core/leave-and-absence-management/index.md) | 0% | 26 | 12% | 8 |
| [HSA and FSA administrators](https://www.gane.ai/index/hr/rewards/hsa-and-fsa-administration/index.md) | 0% | 24 | 33% | 6 |
| [PEO providers](https://www.gane.ai/index/hr/core/peo-providers/index.md) | 0% | 12 | 0% | 5 |
| [Contingent workforce management](https://www.gane.ai/index/hr/planning/contingent-workforce-management/index.md) | 0% | 30 | 0% | 2 |
| [HR help desk and case management](https://www.gane.ai/index/hr/experience/hr-help-desk-and-case-management/index.md) | 0% | 101 | 50% | 2 |
| [People analytics](https://www.gane.ai/index/hr/planning/people-analytics/index.md) | 0% | 43 | 0% | 2 |
| [Performance management](https://www.gane.ai/index/hr/performance/performance-management/index.md) | 0% | 27 | 0% | 2 |
| [Succession planning](https://www.gane.ai/index/hr/performance/succession-planning/index.md) | 0% | 55 | 0% | 2 |
| [Employee engagement surveys](https://www.gane.ai/index/hr/experience/employee-engagement-surveys/index.md) | 0% | 54 | 0% | 1 |
| [Financial wellness platforms](https://www.gane.ai/index/hr/rewards/financial-wellness-platforms/index.md) | 0% | 73 | 0% | 1 |
| [Org charts and org design](https://www.gane.ai/index/hr/planning/org-charts-and-org-design/index.md) | 0% | 45 | 0% | 1 |
| [Workforce management suites](https://www.gane.ai/index/hr/core/workforce-management-suites/index.md) | 0% | 54 | 0% | 1 |

## What the models said for it

- "Gusto leads on user experience and integrated benefits (health insurance, 401(k), workers' comp). Best if you want payroll and HR in one place." (Kimi K2, Payroll software)
- "Under 50 employees (US-based): Look into modern, full-service, transparently-priced platforms like Gusto, OnPay, or Patriot Payroll." (Gemini 3.5 Flash, Payroll software)
- "Gusto and SixFifty are frequently highlighted as the best value, with Gusto being especially popular for its ease of use and all-in-one approach" (Mistral Small, HR compliance)
- "Choose Gusto if you have under 50 domestic US employees and want a modern, affordable, easy-to-use platform with solid basic HR." (Gemini 3.5 Flash, Payroll software)

## And against it

- "Tax deposit failures: Multiple users report Gusto making late payroll tax deposits, resulting in IRS penalties" (Kimi K2, HR compliance)
- "Users report frequent failures in paying payroll taxes and lackluster customer support, making it a risky choice" (Mistral Small, HRIS and HCM platforms)
- "Complaints include unexpected fees, continuing memberships, and downtime where employees aren't paid" (Claude Haiku 4.5, Payroll software)
- "Gusto (Be Cautious, Especially for Payroll/Tax Compliance) ... $8,000 IRS penalty example" (DeepSeek V4 Flash, HR compliance)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 4 | 9 | 2 | 15 |
| GPT-5.4 mini | 4 | 6 | 0 | 4 | 14 |
| Gemini 3.5 Flash | 5 | 8 | 8 | 7 | 28 |
| Perplexity Sonar | 2 | 6 | 1 | 3 | 12 |
| Grok 4.20 | 3 | 11 | 6 | 4 | 24 |
| Mistral Small | 2 | 5 | 4 | 1 | 12 |
| DeepSeek V4 Flash | 1 | 8 | 7 | 2 | 18 |
| Llama 4 Maverick | 1 | 3 | 9 | 0 | 13 |
| Qwen 3.7 Flash | 6 | 8 | 3 | 5 | 22 |
| Kimi K2 | 2 | 8 | 4 | 2 | 16 |
| GLM 4.7 FlashX | 2 | 9 | 2 | 4 | 17 |
| MiniMax M2.5 | 2 | 10 | 4 | 1 | 17 |
| GPT-6 Luna | 1 | 6 | 0 | 0 | 7 |
| Muse Glimmer 30B | 2 | 4 | 7 | 2 | 15 |

## Sources returned with these answers

The sites and pages cited by the answers that named Gusto, from 742 of the 855 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 211
- peoplemanagingpeople.com: 211
- g2.com: 199
- gusto.com: 172 (its own site)
- forbes.com: 152
- fitsmallbusiness.com: 146
- softwareadvice.com: 133
- leadchangegroup.com: 107
- firsthr.app: 106
- hibob.com: 100

### Pages cited

- https://forbes.com/advisor/business/software/best-payroll-services: 55
- https://zapier.com/blog/best-employee-onboarding-software: 49
- https://capterra.com/onboarding-software: 40
- https://fitsmallbusiness.com/hr-software-for-small-business: 39
- https://compensationtools.net/best-pay-equity-software: 31
- https://technologyadvice.com/blog/human-resources/best-hr-software-for-small-business: 31
- https://asana.com/resources/best-employee-onboarding-software: 30
- https://gusto.com/product/pricing: 29

## In its own words

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

- Positioning: Online HR services: payroll, benefits and everything else. (https://gusto.com/)
- For: small businesses (https://gusto.com/)
- Price stated: You’ll pay nothing ‘til you’re ready to run payroll. (https://gusto.com/)
- Free plan or trial: Create free account (https://gusto.com/)
- Certifications: SOC 1, SOC 2
- Hosting: AWS region US-West-2 (Oregon), AWS region US-East-1 (Virginia)
- Customers named: Magnolia Café, Mason’s Creamery, Forge Fire, Big Monocle

## What it publishes

Every page gusto.com exposes, read 2026-09-29: 2120 addresses. By kind, pages and the last 90 days:

- webinar or virtual event: 1 pages, 0 in the last 90 days, latest undated
- report or ebook: 1 pages, 0 in the last 90 days, latest undated
- comparison: 10 pages, 0 in the last 90 days, latest undated
- template or tool: 4 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 12 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.