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

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

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Ramp | 34% | #1 of 11 | 6% | 52 | 12 of 12 |
| Rippling Spend | 9% | #4 of 11 | 0% | 24 | 12 of 12 |

## The direct prompt, model by model

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

## 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.