# Coupa Sourcing: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/hr/vendors/coupa-sourcing

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Recruiting CRM and sourcing](https://www.gane.ai/index/hr/talent/recruiting-crm-and-sourcing/index.md) | 0% | 101 | 50% | 4 |

## And against it

- "not recommended for small B2B companies, such as SAP Ariba, Coupa, and Jaggaer" (Llama 4 Maverick, Recruiting CRM)
- "such as SAP Ariba, Coupa, and GEP SMART. These systems are often described as overly complex" (Mistral Small, Recruiting CRM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 1 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| 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 Sourcing, from 26 of the 27 answers that named it (only the models that return a source list).

### Domains cited

- gane.ai/index: 10
- github.com: 6
- guideflow.com: 6
- hiretruffle.com: 6
- ivalua.com: 6
- mindsprint.com: 6
- linkedin.com: 5
- auravms.com: 4
- g2.com: 4
- jaggaer.com: 4

### Pages cited

- https://www.gane.ai/index/finance/spend/strategic-sourcing/smb: 7
- https://hiretruffle.com/blog/sourcing-tools-for-recruiters: 6
- https://guideflow.com/blog/sourcing-software: 5
- https://mindsprint.com/resources/blogs/b2b-procurement-platform: 5
- https://mindsprint.com/resources/blogs/source-to-pay-software: 5
- https://www.gane.ai/index/finance/spend/strategic-sourcing/enterprise: 4
- https://guideflow.com/blog/strategic-sourcing-software: 4
- https://ivalua.com/blog/best-strategic-sourcing-software: 4

## Record

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