# Zilliz Cloud: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 8 judge labels across 1 categories by 5 of 12 models. Page: https://it-ai-index.com/vendors/zilliz-cloud/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Vector databases | 0% | 9 | 12% | 8 |

## What the models said for it

- "| Large scale (hundreds of millions to billions) | Milvus, Qdrant Cloud, Zilliz Cloud |" (GLM 4.7 FlashX, Vector databases)
- "Managed services like Pinecone, Zilliz Cloud, or Qdrant Cloud are popular" (Kimi K2, Vector databases)
- "| Dedicated managed | Pinecone, Qdrant Cloud, Zilliz Cloud |" (MiniMax M2.5, Vector databases)

## And against it

- "The Trap: Milvus or Zilliz... notoriously difficult to tune and maintain" (Qwen 3.7 Flash, Vector databases)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.