# Ramp vs Navan: 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; two named Navan. Page: https://finance-ai-index.com/spend/expense-management/ramp-vs-navan/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Ramp | 35% | #1 of 11 | 8% | 53 | 14 of 14 |
| Navan | 4% | #6 of 11 | 7% | 27 | 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)
- Grok 4.1 Fast: navan first (first choices: Navan) (alternatives: Expensify, Rippling Spend)
- Muse Glimmer 30B: navan first (first choices: Navan, SAP Concur) (alternatives: Airbase, Paylocity, Rippling Spend, Rydoo)
- 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)
- Llama 4 Maverick: neither named

## 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)

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.