# Ramp vs Stampli: which do AI models recommend for accounts payable automat, October 2026

Finance AI Recommendation Index, October 2026 Edition, Accounts payable automation. Zero of fourteen models named Ramp first on the direct prompt; seven named Stampli. Page: https://finance-ai-index.com/spend/accounts-payable-automation/ramp-vs-stampli/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Ramp | 22% | #1 of 10 | 9% | 45 | 14 of 14 |
| Stampli | 22% | #2 of 10 | 5% | 42 | 14 of 14 |

## The direct prompt, model by model

- Gemini 3.5 Flash: stampli first (first choices: Stampli) (alternatives: AvidXchange, Medius, Ramp, Tipalti)
- Perplexity Sonar: stampli first (first choices: Stampli, Tipalti) (alternatives: AvidXchange, BILL Accounts Payable, Corpay)
- Grok 4.1 Fast: stampli first (first choices: BILL Accounts Payable, Stampli) (alternatives: AvidXchange, Ramp, Tipalti)
- DeepSeek V4 Flash: stampli first (first choices: Stampli) (alternatives: Airbase, AvidXchange, Tipalti)
- Kimi K2: stampli first (first choices: BILL Accounts Payable, Stampli) (alternatives: Quadient AP, Ramp, Tipalti)
- MiniMax M2.5: stampli first (first choices: Stampli, Tipalti) (alternatives: BILL Accounts Payable, HighRadius, Ramp, Sage Intacct)
- GPT-6 Luna: stampli first (first choices: Stampli) (alternatives: AvidXchange, BILL Accounts Payable, Ramp, Tipalti)
- Claude Haiku 4.5: neither first, one named (first choices: AvidXchange, MineralTree) (alternatives: Medius, Stampli, Tipalti)
- GLM 4.7 FlashX: neither first, one named (first choices: HighRadius) (alternatives: AvidXchange, BILL Accounts Payable, Payhawk, Quadient AP, Ramp, Stampli, Tipalti)
- GPT-5.4 mini: neither named (first choices: Tipalti) (alternatives: AvidXchange, Basware, Medius)
- Mistral Small: neither named (first choices: Medius, Tipalti) (alternatives: BILL Accounts Payable, Quadient AP, Softco)
- Llama 4 Maverick: neither named
- Qwen 3.7 Flash: neither named (first choices: BILL Accounts Payable) (alternatives: AvidXchange, Spendful, Tipalti, Vasario)
- Muse Glimmer 30B: neither named (first choices: Airbase, AvidXchange) (alternatives: BILL Accounts Payable, Medius, MineralTree, a Global Payments company, Quadient AP, Rillion)

## What the models said about Ramp

- "Ramp can be cost-effective for card-first teams, but finance teams needing robust, real-time AP-to-ERP workflows ... often find the AP layer thin." (Muse Glimmer 30B, negative prompt, soft negative)

## What the models said about Stampli

- "Thin review base on some platforms (85 G2 reviews vs. 1,978 for competitors)—harder to validate claims" (Kimi K2, negative prompt, soft negative)
- "Slow approvals/processing, vendor edit challenges" (Grok 4.1 Fast, negative prompt, soft negative)
- "Stampli: Best for collaborative AP, highly complex routing, handling manual exceptions, and companies with highly customized ERP structures." (Gemini 3.5 Flash, scale prompt, first choice)
- "If I had to pick one default recommendation without more context, it would be Stampli for a mid-sized B2B company" (GPT-5.4 mini, paraphrase prompt, first choice)
- "Stampli and Tipalti emerge as top contenders, with Stampli excelling in collaboration and ERP integration" (MiniMax M2.5, direct 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.