# SourcingAI: 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/sourcingai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Strategic sourcing](https://www.gane.ai/index/finance/spend/strategic-sourcing/index.md) | 0% | 140 | 100% | 1 |

## And against it

- "criticized by procurement experts for lacking effectiveness and industry knowledge" (Mistral Small, 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 | 1 | 1 |
| 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 SourcingAI, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- gane.ai/index: 1
- github.com: 1
- notelm.ai: 1
- reddit.com: 1
- tomshardware.com: 1

### Pages cited

- https://www.gane.ai/index/finance/spend/strategic-sourcing/smb: 1
- https://github.com/Anionix/github-tool-catalog-for-ai-agents: 1
- https://notelm.ai/blog/youtube-downloader-safe-no-virus: 1
- https://reddit.com/r/AskChina/comments/1qklhno/im_a_procurement_expert_in_china_happy_to_answer: 1
- https://tomshardware.com/tech-industry/cyber-security/fake-ps5-emulators-are-being-used-to-infect-gamers-computers-with-password-scraping-malware-two-well-known-github-repos-including-anyps5-hit: 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.