# Procurement VMS: 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/finance/vendors/procurement-vms

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Supplier management](https://www.gane.ai/index/finance/spend/supplier-management/index.md) | 0% | 64 | 0% | 1 |

## What the models said for it

- "Procurement VMS | Enterprise-scale operations | Custom pricing | Fast onboarding (hours)" (GLM 4.7 FlashX, Supplier management)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| 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 | 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 | 1 | 0 | 0 | 1 |
| 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 Procurement VMS, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- aissist.io: 1
- aws.amazon.com: 1
- capterra.com: 1
- creditpulse.com: 1
- digital-adoption.com: 1
- getapp.com: 1
- mordorintelligence.com: 1
- procurementvms.com: 1 (its own site)
- qksgroup.com: 1
- rarecrew.com: 1

### Pages cited

- https://aissist.io/insights/client-onboarding-software: 1
- https://aws.amazon.com/marketplace/pp/prodview-5k5kvdscpbwio: 1
- https://capterra.com/vendor-management-software: 1
- https://creditpulse.com/blog/vendor-onboarding-software: 1
- https://digital-adoption.com/vendor-management-software: 1
- https://getapp.com/operations-management-software/vendor-management/org/mid-size-business: 1
- https://mordorintelligence.com/industry-reports/vendor-and-supplier-digital-onboarding-platform-market: 1
- https://procurementvms.com/: 1

## Record

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