# Coupa: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/coupa

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Third-party risk management](https://www.gane.ai/index/it/security/third-party-risk-management/index.md) | 0% | 74 | 0% | 1 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Coupa, from 5 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- gartner.com: 3
- mindsprint.com: 2
- riskledger.com: 2
- upguard.com: 2
- aravo.com: 1
- badgermapping.com: 1
- bitsight.com: 1
- brandefense.io: 1
- complyjet.com: 1
- crowe.com: 1

### Pages cited

- https://gartner.com/reviews/market/third-party-risk-management-technology-solutions: 2
- https://aravo.com/blog/best-third-party-risk-management-software-enterprise: 1
- https://badgermapping.com/blog/the-complete-guide-to-b2b-crm: 1
- https://bitsight.com/guides/the-benefits-of-api-driven-integration-of-cyber-risk-data-into-grc: 1
- https://brandefense.io/blog/security-vendor-risk-tprm: 1
- https://complyjet.com/blog/best-vendor-risk-management-software: 1
- https://crowe.com/services/consulting/third-party-risk-management: 1
- https://cubix.co/blog/best-business-to-business-software-for-enterprise: 1

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.