# OpenGov Procurement & Contract Management: 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/opengov-procurement-contract-management

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Procure-to-pay](https://www.gane.ai/index/finance/spend/procure-to-pay/index.md) | 0% | 102 | 100% | 1 |

## And against it

- "Mixed reviews (overall ~4/5 but with complaints about limited opportunities and outdated software in some government contexts)." (Grok 4.20, Procure-to-pay)

## 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 | 1 | 1 |
| 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 OpenGov Procurement & Contract Management, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- blink.ucsd.edu: 1
- g2.com: 1
- news24.com: 1
- niauditoffice.gov.uk: 1
- opo-boa.gc.ca: 1
- softwareadvice.com: 1
- tradogram.com: 1
- trustpilot.com: 1
- uk.trustpilot.com: 1

### Pages cited

- https://blink.ucsd.edu/buy-pay/responsible/supplier-scam/index.html: 1
- https://g2.com/discussions/which-purchasing-solutions-are-most-reliable-based-on-real-implementation-success-and-user-satisfaction: 1
- https://news24.com/business/economy/fake-govt-tenders-suppliers-fleecing-south-african-businesses-of-millions-20230926: 1
- https://niauditoffice.gov.uk/publications/html-document/procurement-fraud-risk-guide: 1
- https://opo-boa.gc.ca/rapports-reports/2023-2024/index-eng.html: 1
- https://softwareadvice.com/rfp/opengov-procurement-profile: 1
- https://softwareadvice.com/scm/procureport-profile/reviews: 1
- https://tradogram.com/blog/disadvantages-of-e-procurement: 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.