# Ramp vs Corpay: which do AI models recommend for corporate cards, October 2026

Finance AI Recommendation Index, October 2026 Edition, Corporate cards. Seven of fourteen models named Ramp first on the direct prompt; four named Corpay. Page: https://finance-ai-index.com/spend/corporate-cards/ramp-vs-corpay/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Ramp | 52% | #1 of 8 | 11% | 64 | 14 of 14 |
| Corpay | 7% | #4 of 8 | 0% | 11 | 8 of 14 |

## The direct prompt, model by model

- Perplexity Sonar: both first (first choices: Corpay, Ramp) (alternatives: BILL Spend & Expense, Navan, U.S. Bank Commercial Rewards Card)
- GPT-5.4 mini: ramp first (first choices: Ramp) (alternatives: BILL Spend & Expense, Brex, Rippling Finance)
- Gemini 3.5 Flash: ramp first (first choices: Ramp) (alternatives: Airbase, BILL Spend & Expense, Brex)
- Grok 4.1 Fast: ramp first (first choices: Ramp) (alternatives: BILL Spend & Expense, Brex, Corpay, Payhawk)
- DeepSeek V4 Flash: ramp first (first choices: Ramp, Rippling Spend) (alternatives: Airbase, BILL Spend & Expense, Brex, U.S. Bank Commercial Rewards Card)
- Kimi K2: ramp first (first choices: Ramp) (alternatives: Brex, Corpay)
- GPT-6 Luna: ramp first (first choices: Ramp) (alternatives: BILL Spend & Expense, Brex)
- GLM 4.7 FlashX: corpay first (first choices: Airbase, Corpay) (alternatives: Airwallex, American Express Business Platinum, Ramp)
- MiniMax M2.5: corpay first (first choices: Corpay) (alternatives: Airbase, Ramp)
- Muse Glimmer 30B: corpay first (first choices: Corpay) (alternatives: Airbase, U.S. Bank Commercial Rewards Card)
- Claude Haiku 4.5: neither first, one named (alternatives: Airbase, BILL Spend & Expense, Ramp, The BILL Divvy Card, Volopay Card)
- Mistral Small: neither first, one named (first choices: Airbase, Brex) (alternatives: Corpay, Ramp)
- Llama 4 Maverick: neither named
- Qwen 3.7 Flash: neither named (first choices: U.S. Bank Commercial Rewards Card) (alternatives: BILL Spend & Expense, Rho, Rippling Spend)

## What the models said about Ramp

- "Ramp and Brex are strong for spend controls but "lack the managed service layer and vendor network depth that larger organizations need"" (Muse Glimmer 30B, direct prompt, soft negative)
- "If you want a truly fee‑free, easy‑to‑manage card with solid integration, Ramp, Brex, and Divvy are frequently mentioned by small businesses." (MiniMax M2.5, budget prompt, first choice)

## What the models said about Corpay

- "The Corpay Mastercard leads for mid-market and enterprise companies that need AP-integrated card payments, managed vendor enrollment, and rebates that scale with spend volume" (Muse Glimmer 30B, direct prompt, first choice)
- "Corpay Mastercard appears to be specifically highlighted as the best for mid-market and enterprise B2B companies" (MiniMax M2.5, direct prompt, first choice)
- "For larger organizations needing full AP automation and vendor management, Corpay is strongest." (MiniMax M2.5, comparative 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.