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

Gane Index, November 2026 Edition. Named in 7 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/it/vendors/zilliz-cloud

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Vector databases](https://www.gane.ai/index/it/it-data/vector-databases/index.md) | 0% | 12 | 14% | 7 |

## What the models said for it

- "Qdrant, Milvus, Zilliz, or Redis for unified cache + vector + operational data" (Muse Glimmer 30B, Vector databases)
- "Use managed cloud instances (e.g., Zilliz Cloud, Weaviate Cloud)" (Gemini 3.5 Flash, Vector databases)
- "2. Zilliz: Best for large-scale managed similarity search." (Llama 4 Maverick, Vector databases)

## And against it

- "Leading performance, but may be overkill for mid-market" (Kimi K2, Vector databases)

## 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 | 1 | 1 | 0 | 2 |
| 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 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| 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 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Zilliz Cloud, from 26 of the 32 answers that named it (only the models that return a source list).

### Domains cited

- github.com: 14
- g2.com: 11
- dev.to: 8
- sganalytics.com: 8
- actian.com: 7
- qdrant.tech: 7
- milvus.io: 6
- resources.rework.com: 6
- s3.amazonaws.com: 6
- zilliz.com: 6 (its own site)

### Pages cited

- https://g2.com/articles/best-vector-databases: 11
- https://sganalytics.com/blog/top-vector-databases-enterprise-ai: 8
- https://s3.amazonaws.com/eckerson/content_assets/assets/000/000/470/original/111424_TT_Vector_Database_v2_(1).pdf: 6
- https://tigerdata.com/blog/how-to-choose-a-vector-database: 5
- https://actian.com/blog/databases/how-to-evaluate-vector-databases-in-2026: 4
- https://atlan.com/know/top-vector-databases-enterprise-ai: 4
- https://dupple.com/learn/best-vector-databases: 4
- https://marktechpost.com/2026/05/10/best-vector-databases-in-2026-pricing-scale-limits-and-architecture-tradeoffs-across-nine-leading-systems: 4

## In its own words

What Zilliz Cloud's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Fully managed Vector Lakebase services designed for high reliability, performance, and cost efficiency at scale. (https://zilliz.com/)
- For: Enterprise AI (https://zilliz.com/)
- Price stated: Flexible pricing options for every team on any budget. (https://zilliz.com/)
- Starting price: 0 (https://zilliz.com/pricing)
- Free plan or trial: Free TierUnleash Your Imagination with the Power of Managed Milvus. (https://zilliz.com/)
- Certifications: SOC 2 Type II, ISO 27001, HIPAA, GDPR
- Hosting: AWS, Google Cloud, Azure, us-west-2 (Oregon), GCP, 30+ regions worldwide
- Customers named: Exa, OpenEvidence, Filevine, MiniMax, Consensus, Airtable, Read AI, Gorgias

## What it publishes

Every page zilliz.com exposes, read 2026-09-29: 43515 addresses. By kind, pages and the last 90 days:

- blog: 416 pages, 2 in the last 90 days, latest 2026-07-16
- case study: 60 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 38 pages, 0 in the last 90 days, latest 2026-05-21
- conference or event: 208 pages, 0 in the last 90 days, latest 2026-06-30
- report or ebook: 22 pages, 0 in the last 90 days, latest 2026-05-01
- comparison: 405 pages, 0 in the last 90 days, latest undated
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 2199 pages, 0 in the last 90 days, latest 2026-06-26
- podcast or video: 1 pages, 0 in the last 90 days, latest 2022-06-16
- news or press: 35 pages, 2 in the last 90 days, latest 2026-08-05
- Recent: 2026-08-05 news or press: Vdbbench cost aware vector database benchmarking https://zilliz.com/news/vdbbench-cost-aware-vector-database-benchmarking
- Recent: 2026-08-01 news or press: Milvus 3 0 lake native vector database https://zilliz.com/news/milvus-3-0-lake-native-vector-database
- Recent: 2026-07-16 blog: Migrate self managed milvus to zilliz cloud https://zilliz.com/blog/migrate-self-managed-milvus-to-zilliz-cloud
- Recent: 2026-07-02 blog: Build multimodal search 3d assets tripo zilliz cloud https://zilliz.com/blog/build-multimodal-search-3d-assets-tripo-zilliz-cloud
- Recent: 2026-06-30 conference or event: Databricks data ai summit 2026 data layer https://zilliz.com/blog/databricks-data-ai-summit-2026-data-layer
- Recent: 2026-06-29 news or press: Pr loon lake native storage engine vector ai workloads https://zilliz.com/news/pr-loon-lake-native-storage-engine-vector-ai-workloads

## Record

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