# Procurement Sciences: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/procurement-sciences

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [RFP response software](https://www.gane.ai/index/gtm/sales/rfp-response-software/index.md) | 0% | 37 | 0% | 2 |

## 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 | 1 | 0 | 1 |
| 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 Procurement Sciences, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- arphie.ai: 3
- 1up.ai: 2
- aurascape.ai: 1
- autogenai.com: 1
- autorfp.ai: 1
- civio.ai: 1
- cobl.ai: 1
- gartner.com: 1
- getanchor.ai: 1
- glean.com: 1

### Pages cited

- https://arphie.ai/blog/top-5-rfp-tools-for-streamlining-your-proposal-process: 3
- https://1up.ai/blog/the-best-rfp-software-buyers-guide: 2
- https://arphie.ai/glossary/rfp-software-automation: 1
- https://aurascape.ai/answers/ai-security-requirements-rfp-enterprise: 1
- https://autogenai.com/blog/best-rfp-software-2026: 1
- https://autogenai.com/blog/the-best-rfp-software-in-2026: 1
- https://autorfp.ai/blog/best-rfp-software-for-enterprise: 1
- https://civio.ai/insights/10-best-government-rfp-response-software-tools: 1

## Record

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