# Zoho Expense vs Rippling Spend: which do AI models recommend for expense management, September 2026

Finance AI Recommendation Index, September 2026 Edition, Expense management. Zero of twelve models named Zoho Expense first on the direct prompt; two named Rippling Spend. Page: https://finance-ai-index.com/spend/expense-management/zoho-expense-vs-rippling-spend/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Zoho Expense | 17% | #2 of 11 | 3% | 31 | 12 of 12 |
| Rippling Spend | 9% | #4 of 11 | 0% | 24 | 12 of 12 |

## The direct prompt, model by model

- GPT-5.4 mini: rippling spend first (first choices: Rippling Spend) (alternatives: Navan, SAP Concur)
- MiniMax M2.5: rippling spend first (first choices: Rippling Spend) (alternatives: Airbase, Emburse, Navan, SAP Concur)
- Gemini 3.5 Flash: neither first, one named (first choices: Ramp) (alternatives: Airbase, Brex, Navan, Rippling Spend)
- Kimi K2: neither first, one named (first choices: Navan, Ramp) (alternatives: Expensify, Rippling Spend)
- Claude Haiku 4.5: neither named (first choices: Navan) (alternatives: Ramp, SAP Concur)
- Perplexity Sonar: neither named (first choices: Ramp) (alternatives: Airbase, Expensify, Navan, SAP Concur, Spendesk)
- Grok 4.1 Fast: neither named (first choices: Ramp) (alternatives: Navan, SAP Concur)
- Mistral Small: neither named (first choices: Spendesk) (alternatives: Emburse, Procurify, Ramp)
- DeepSeek V4 Flash: neither named (first choices: Ramp) (alternatives: Airwallex, Brex, Navan, SAP Concur)
- Llama 4 Maverick: neither named
- Qwen 3.7 Flash: neither named (first choices: Ramp) (alternatives: Navan, SAP Concur, Spendesk)
- GLM 4.7 FlashX: neither named (first choices: Ramp) (alternatives: Expensify, Navan, Paylocity, SAP Concur)

## What the models said about Zoho Expense

- "those that demand manual receipt handling (Expensify, Dext, Zoho Expense, SAP Concur)" (Mistral Small, negative prompt, soft negative)
- "the strongest overall choice is usually Zoho Expense because it is repeatedly identified as the best budget-friendly option" (Perplexity Sonar, budget prompt, first choice)
- "The best expense management software for a company with a limited budget includes Zoho Expense, BILL Spend & Expense, and Ramp." (Llama 4 Maverick, budget prompt, first choice)
- "Zoho Expense – Best overall for most businesses, offering strong automation and integration with Zoho's ecosystem." (Mistral Small, comparative prompt, first choice)

## What the models said about Rippling Spend

- "Rippling Spend – Best if you want one platform that ties HR, payroll, and expense reporting together." (GLM 4.7 FlashX, paraphrase prompt, first choice)
- "Spendesk, Expensify, SAP Concur, or Rippling Spend are often cited as top recommendations" (Mistral Small, paraphrase prompt, first choice)
- "the strongest all-around pick right now is often Rippling Spend" (GPT-5.4 mini, direct prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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.