Data

Zilliz

Open-source vector database (Milvus)

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Pricing · Freemium from $197/moRising
The FalcoScan Intel PanelZilliz · Data
Data updated 2 November 2026
Opportunity
High
Band
Saturation
Contested
Band
Wrapper risk
Low
Band
Momentum
Rising
Market trend

Data AI has a wide moat on average, from the moat scores of its rated products. What protects Data AI tools, and the widest moats

The Brief

What Zilliz does

Zilliz commercializes Milvus — the open-source vector database used by NVIDIA, Walmart, Salesforce. Dual HQ Shanghai + San Francisco. Backed by Hillhouse, Temasek, Prosperity7.

How Zilliz compares with its closest alternatives

4 of the 5 closest alternatives have a free plan, as Zilliz does. All 5 offer an API, as Zilliz does. Zilliz was founded in 2017; the alternatives were founded between 2012 and 2024, 2 of them earlier. Zilliz is based in Shanghai, China; none of its 5 alternatives is in China. They are in Germany, Switzerland, the Netherlands and elsewhere.

Market position · Data

How Zilliz compares in Data

Zilliz has high opportunity and sits in the top third of 405 live Data tools on FalcoScan. Across Data, the average opportunity score is 69.2 and the average saturation score 33.3. FalcoScan rates Zilliz's own market position as contested. 128 of the 405 operating Data tools have hot momentum, and FalcoScan has recorded 8 shutdowns in the category.

Zilliz compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
ZillizFounded 2017 · Shanghai, ChinaHighContestedFreemium$197/moYesYesAPIRising
Qdrant Vector DBFounded 2022 · Berlin, GermanyHighOpenFreemium—YesYesWeb, APIHot
CogneeFounded 2024 · Berlin, GermanyHighOpenFreemium—YesYesAPI, Self-hostedRising
SquirroFounded 2012 · Zurich, SwitzerlandModerateOpenPaid—NoYesWeb, APIRising
Weaviate CloudFounded 2019 · Amsterdam, NetherlandsModerateOpenFreemium—YesYesWeb, APIHot
Bright DataFounded 2014 · Netanya, IsraelHighOpenPaid—YesYesWeb, APIStable

Exact opportunity and saturation scores for all 6 of these, and where each ranks in Data.

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What it ships with

Capabilities & who uses it

The capabilities Zilliz exposes to builders and the verticals it currently serves.

AI Capabilities
RetrievalEmbeddingsVector Search
Industry Verticals
SaasDev ToolsEnterprise
Tagged

Zilliz shows up when builders search for these

vector-dbmilvuschinaopen-sourcerag
Similar tools · Data

Alternatives to Zilliz

Products still running that do the same job, from the data market and related ones, closest match first.

See the Data market
Data
Qdrant Vector DB

High-performance vector search engine

★ 4.4Opportunity High
Freemium
Data
Cognee

Open-source structured memory layer that stops AI agents from forgetting context

Opportunity High
Freemium
Data
Squirro

Augmented intelligence for the enterprise

Opportunity Moderate
Paid
Data
Weaviate Cloud

AI-native vector database

★ 4.4Opportunity Moderate
Freemium
Data
Bright Data

Web data, proxies and scraping APIs for AI and analytics

Opportunity High
Paid
Data
GraphAI

AI-native database unifying graph, vector, and relational data

Opportunity High
Paid
Featured in
Questions

Zilliz: common questions

Is Zilliz free?

Zilliz has a free tier, with paid plans from $197 a month.

What are the best alternatives to Zilliz?

The closest alternatives to Zilliz that are still running, matched on the AI capabilities, uses and audience they share, are Qdrant Vector DB, Cognee, Squirro, Weaviate Cloud, and Bright Data.

Is Zilliz still running?

Yes. As of 2 November 2026, FalcoScan lists Zilliz as operating at zilliz.com.

Where is Zilliz based?

Zilliz is headquartered in Shanghai, China.

Does Zilliz have an API?

Yes. Zilliz offers an API.

Who is Zilliz for?

Zilliz is built for developers and enterprises.

How do I sign in to Zilliz?

Sign in on Zilliz's own website, zilliz.com. FalcoScan reviews Zilliz but does not run its accounts, so logins, passwords and billing are handled by Zilliz directly.

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