# DeepStream: 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/finance/vendors/deepstream

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Strategic sourcing](https://www.gane.ai/index/finance/spend/strategic-sourcing/index.md) | 0% | 40 | 0% | 2 |

## What the models said for it

- "Modern, collaborative sourcing | Competitive mid-market" (Kimi K2, Strategic sourcing)
- "If you prioritize advanced e‑sourcing & auctions" (GLM 4.7 FlashX, Strategic sourcing)

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

### Domains cited

- mindsprint.com: 2
- rfp.wiki: 2
- sourceforge.net: 2
- artofprocurement.com: 1
- breezedocs.ai: 1
- capterra.co.uk: 1
- capterra.com: 1
- deep.stream: 1
- entproc.com: 1
- esker.com: 1

### Pages cited

- https://artofprocurement.com/blog/my-quick-take-on-source-to-pay-software-in-2026: 1
- https://breezedocs.ai/posts/best-rfp-software-smbs: 1
- https://capterra.co.uk/directory/31555/rfp/software: 1
- https://capterra.com/p/111529/Market-Dojo: 1
- https://deep.stream/blog/sourcing-software: 1
- https://entproc.com/digital-procurement-tools-cost: 1
- https://esker.com/solutions/source-to-pay: 1
- https://f6s.com/software/category/strategic-sourcing: 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.