# Coupa vs Gatekeeper: which do AI models recommend for supplier management, October 2026

Finance AI Recommendation Index, October 2026 Edition, Supplier management. Three of fourteen models named Coupa first on the direct prompt; one named Gatekeeper. Page: https://finance-ai-index.com/spend/supplier-management/coupa-vs-gatekeeper/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Coupa | 7% | #4 of 13 | 36% | 45 | 14 of 14 |
| Gatekeeper | 5% | #5 of 13 | 0% | 19 | 12 of 14 |

## The direct prompt, model by model

- GPT-5.4 mini: coupa first (first choices: Coupa, Ivalua) (alternatives: Oracle Fusion Cloud Procurement, SAP Ariba Supplier Risk)
- Grok 4.1 Fast: coupa first (first choices: Coupa) (alternatives: Payhawk, Precoro, Procurify, SAP Ariba)
- Qwen 3.7 Flash: coupa first (first choices: Coupa) (alternatives: HighRadius, Ivalua, Zycus)
- DeepSeek V4 Flash: gatekeeper first (first choices: Gatekeeper) (alternatives: Kodiak Hub, Precoro, Procurify)
- Claude Haiku 4.5: neither first, one named (first choices: Procurify) (alternatives: Coupa, HICX, Jaggaer, Kodiak Hub)
- Gemini 3.5 Flash: neither first, one named (first choices: Procurify) (alternatives: ComplianceQuest, Gatekeeper, Graphite Connect, Ironclad, Kodiak Hub, Precoro, Vertice, Zip)
- Llama 4 Maverick: neither first, one named (first choices: Precoro) (alternatives: Coupa, GEP SMART, Ivalua, Payhawk)
- GLM 4.7 FlashX: neither first, one named (first choices: Precoro) (alternatives: Gatekeeper, Procurify, SAP Business One)
- Muse Glimmer 30B: neither first, one named (first choices: Payhawk, Procurify) (alternatives: Coupa, Gatekeeper, Kodiak Hub, Precoro)
- Perplexity Sonar: neither named (first choices: Payhawk) (alternatives: Precoro)
- Mistral Small: neither named (first choices: Kodiak Hub, Procurify) (alternatives: Payhawk)
- Kimi K2: neither named (first choices: Procurify) (alternatives: Precoro, ProcureDesk, Zip)
- MiniMax M2.5: neither named (first choices: Payhawk, Precoro) (alternatives: Striven, Zip)
- GPT-6 Luna: neither named (first choices: Precoro) (alternatives: Kodiak Hub, Procurify)

## What the models said about Coupa

- "### 2. Coupa ⚠️ Common complaints: - Clunky, poorly designed UI - described as "unworkable"" (Kimi K2, negative prompt, hard negative)
- "the biggest mistake is choosing a heavyweight enterprise platform (like SAP Ariba, Coupa, or Jaggaer)" (Gemini 3.5 Flash, paraphrase prompt, hard negative)
- ""Best for centralized spend and supplier management: Coupa, if you want procurement and finance standardized in one place."" (Muse Glimmer 30B, comparative prompt, first choice)

## What the models said about Gatekeeper

- "I recommend Gatekeeper as your vendor onboarding and information management platform." (Mistral Small, paraphrase prompt, first choice)
- "Best Overall for Most Mid-Market B2B: Gatekeeper" (DeepSeek V4 Flash, direct prompt, first choice)
- "My default recommendation is Gatekeeper" (GPT-6 Luna, paraphrase 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.