# Ramp vs Zoho Expense: which do AI models recommend for expense management, October 2026

Finance AI Recommendation Index, October 2026 Edition, Expense management. Seven of fourteen models named Ramp first on the direct prompt; zero named Zoho Expense. Page: https://finance-ai-index.com/spend/expense-management/ramp-vs-zoho-expense/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Ramp | 35% | #1 of 11 | 8% | 53 | 14 of 14 |
| Zoho Expense | 21% | #2 of 11 | 5% | 38 | 14 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: ramp first (first choices: Ramp, Spendesk) (alternatives: Airbase, BILL Spend & Expense, Brex, Navan)
- Gemini 3.5 Flash: ramp first (first choices: Ramp) (alternatives: Airbase, Brex, Navan, Rippling Spend)
- DeepSeek V4 Flash: ramp first (first choices: Airbase, Ramp) (alternatives: Brex, Payhawk)
- Qwen 3.7 Flash: ramp first (first choices: Brex, Ramp) (alternatives: BILL Spend & Expense, Expensify, Rydoo)
- Kimi K2: ramp first (first choices: Expensify, Ramp) (alternatives: Brex, Emburse)
- GLM 4.7 FlashX: ramp first (first choices: Airbase, Ramp) (alternatives: Expensify, Rippling Spend, SAP Concur, Zoho Expense)
- GPT-6 Luna: ramp first (first choices: Ramp) (alternatives: Brex, Navan, SAP Concur)
- GPT-5.4 mini: neither first, one named (first choices: Rippling Spend) (alternatives: Brex, Navan, Payhawk, Ramp, SAP Concur)
- Mistral Small: neither first, one named (first choices: Airbase) (alternatives: BILL Spend & Expense, Eco, Ramp)
- MiniMax M2.5: neither first, one named (first choices: Expensify, Rippling Spend, SAP Concur) (alternatives: Airwallex, BILL Spend & Expense, Navan, Paylocity, Ramp)
- Perplexity Sonar: neither named (first choices: Payhawk) (alternatives: BILL Spend & Expense, Expensify, Procurify, SAP Concur)
- Grok 4.1 Fast: neither named (first choices: Navan) (alternatives: Expensify, Rippling Spend)
- Llama 4 Maverick: neither named
- Muse Glimmer 30B: neither named (first choices: Navan, SAP Concur) (alternatives: Airbase, Paylocity, Rippling Spend, Rydoo)

## What the models said about Ramp

- "Ramp or Brex (Best for Card-First, Modern Spend Management): Free platform fees, incredibly fast to set up, highly modern UI, and top-tier AI receipt matching." (Gemini 3.5 Flash, scale prompt, first choice)
- "Ramp (Best Overall Free Option) ... Go with Ramp. It will save your team dozens of hours of manual receipt-chasing, and you will pay $0 in software fees." (Gemini 3.5 Flash, budget prompt, first choice)

## What the models said about Zoho Expense

- "Zoho Expense - has poor and slow customer support, glitches, bugs, and performance issues." (Llama 4 Maverick, negative prompt, hard negative)
- "Review pages for tools like Zoho Expense mention pricing complaints from users, especially around subscriptions and minimum billing." (GPT-5.4 mini, negative prompt, soft negative)
- "If you have 3 or fewer users: Go with Zoho Expense's free plan — it's the most generous truly free option with real features." (DeepSeek V4 Flash, budget prompt, first choice)
- "Zoho Expense free tier or Wave free accounting for pure tracking... Zoho Expense at ~$3/user/mo once you outgrow the free tier." (Muse Glimmer 30B, budget prompt, first choice)

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.