# Gusto vs Rippling: which do AI models recommend for benefits administration, October 2026

HR AI Recommendation Index, October 2026 Edition, Benefits administration. Zero of fourteen models named Gusto first on the direct prompt; four named Rippling. Page: https://hr-ai-index.com/core/benefits-administration/gusto-vs-rippling/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Gusto | 20% | #1 of 13 | 25% | 44 | 14 of 14 |
| Rippling | 14% | #4 of 13 | 17% | 42 | 14 of 14 |

## The direct prompt, model by model

- Gemini 3.5 Flash: rippling first (first choices: Rippling) (alternatives: ADP Workforce Now, Employee Navigator, Paycor, Paylocity, PlanSource)
- DeepSeek V4 Flash: rippling first (first choices: Rippling) (alternatives: ADP Workforce Now, PlanSource)
- Kimi K2: rippling first (first choices: Rippling) (alternatives: ADP Workforce Now, BambooHR, Gusto)
- GPT-6 Luna: rippling first (first choices: Employee Navigator, Rippling) (alternatives: ADP Workforce Now, PlanSource)
- Perplexity Sonar: neither first, one named (first choices: ADP Workforce Now) (alternatives: Forma, Paycor, Paylocity, Rippling)
- Mistral Small: neither first, one named (first choices: ADP Workforce Now, Paycor) (alternatives: Gusto)
- Qwen 3.7 Flash: neither first, one named (first choices: Paylocity) (alternatives: ADP Workforce Now, Dayforce, Rippling)
- GLM 4.7 FlashX: neither first, one named (first choices: PlanSource) (alternatives: ADP Workforce Now, Benefitfocus, Employee Navigator, Rippling)
- Muse Glimmer 30B: neither first, one named (first choices: PlanSource) (alternatives: ADP Workforce Now, BambooHR, Businessolver, Employee Navigator, Justworks, Namely, Paycor, Paylocity, Rippling)
- Claude Haiku 4.5: neither named
- GPT-5.4 mini: neither named (first choices: Ease, Employee Navigator) (alternatives: PlanSource, bswift)
- Grok 4.1 Fast: neither named (first choices: ADP Workforce Now) (alternatives: Paycor, Paylocity, PlanSource)
- Llama 4 Maverick: neither named
- MiniMax M2.5: neither named (first choices: ADP Workforce Now, BambooHR) (alternatives: Businessolver)

## What the models said about Gusto

- "Poor Customer Support: Limited communication options and difficulty reaching representatives" (GLM 4.7 FlashX, negative prompt, hard negative)
- "Gusto stands out as one of the top recommendations for benefits administration, especially among small businesses" (Grok 4.1 Fast, budget prompt, first choice)

## What the models said about Rippling

- "I wouldn't make it my default *standalone* enrollment add-on if you plan to keep a different HRIS, since Rippling says its benefits product does not work with other HR systems" (GPT-6 Luna, paraphrase prompt, soft negative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.