# Ramp vs Rippling Spend: 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; one named Rippling Spend. Page: https://finance-ai-index.com/spend/corporate-cards/ramp-vs-rippling-spend/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Ramp | 52% | #1 of 8 | 11% | 64 | 14 of 14 |
| Rippling Spend | 2% | #6 of 8 | 0% | 10 | 8 of 14 |

## The direct prompt, model by model

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

## 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 Rippling Spend

- "Ramp or Rippling Spend offer the best balance of zero cost, strong automation, corporate liability, and meaningful cashback" (DeepSeek V4 Flash, direct prompt, first choice)
- "If you use Rippling for HR, they can instantly issue and revoke cards based on an employee's employment status" (Gemini 3.5 Flash, scale prompt, alternative)

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.