vs

Weaviate vs Zilliz Cloud

Weaviate: Open-source AI-native vector database with hybrid search, modules for embeddings and multi-tenancy. Zilliz Cloud: Fully managed Milvus from its creators, with serverless, dedicated and BYOC deployments.

key differences

  • Licensing: Weaviate is open source (permissive) (BSD-3-Clause (core); enterprise features under the Weaviate License); Zilliz Cloud is proprietary (Proprietary SaaS).
  • Zilliz Cloud is built for larger datasets (Multi-PB) than Weaviate (≤ 1 PB).
  • Only Weaviate has geospatial.
  • Only Zilliz Cloud has ttl / expiry, encryption at rest, online schema changes, streaming ingest.
  • Zilliz Cloud has a serverless option; Weaviate does not.

choose weaviate for

  • +RAG over documents with hybrid retrieval
  • +Multi-tenant SaaS semantic search
  • +Product and content recommendation
  • +Agent memory stores

best at · Vector search, RAG, Search

choose zilliz-cloud for

  • +Production RAG without running Milvus
  • +Large-scale semantic and image search
  • +Multi-tenant AI SaaS backends

best at · Vector search, RAG, Search

overview
Primary model
Vector
Vector
Also supports
Document, Search Engine
Search Engine
Type
Database engine
Managed service
Status
Active
Active
Developer
Weaviate B.V.
Zilliz
First release
2019
2022
Latest version
1.40.2 (Oct 22, 2026)
–
License
Open source (permissive)BSD-3-Clause (core); enterprise features under the Weaviate License
ProprietaryProprietary SaaS
Free tier
✓
✓
popularity
WhichDB Score
33.4
0.4
Rank
#65
#656
GitHub stars
16.9K
–
Stack Overflow questions
160
–
scale & guarantees
Comfortable data size
Large (≤ 1 PB)
Massive (Multi-PB)
Horizontal scaling
Native
Native
Multi-region
None
None
ACID
None
None
Consistency
Tunable, Eventual
Tunable, Strong, Eventual
Schema
Flexible
Strict
Architecture
Distributed, Client server
Distributed, Serverless, Shared storage
deployment
Self-hosted
✓
—
Vendor-managed cloud
✓
✓
Serverless
—
✓
Embedded
—
—
Edge
—
—
Clouds
AWS, Google Cloud, Azure
AWS, Google Cloud, Azure
capabilities
Transactions
—
—
Joins
—
—
Secondary indexes
✓
✓
Full-text search
✓
✓
Vector search
✓
✓
Geospatial
✓
—
JSON
✓
✓
Change data capture
—
—
Triggers
—
—
Stored procedures
—
—
Materialized views
—
—
TTL / expiry
—
✓
Pub/Sub
—
—
Columnar storage
—
—
In-memory
—
—
Durable persistence
✓
✓
Compression
✓
✓
Encryption at rest
—
✓
Role-based access
✓
✓
Time travel
—
—
Branching
—
—
Online schema changes
—
✓
Streaming ingest
—
✓
Offline sync
—
—
Runs in WebAssembly
—
—
interfaces
Query languages
GraphQL, Weaviate query API
Milvus API (boolean filter expressions)
Client languages
Python, TypeScript, Go, Java, C#
Python, Java, Go, Node.js, C#
Best for
Vector search, RAG, Search
Vector search, RAG, Search

Weaviate vs Zilliz Cloud: FAQ

What is the difference between Weaviate and Zilliz Cloud?

Weaviate: Open-source AI-native vector database with hybrid search, modules for embeddings and multi-tenancy. Zilliz Cloud: Fully managed Milvus from its creators, with serverless, dedicated and BYOC deployments. Licensing: Weaviate is open source (permissive) (BSD-3-Clause (core); enterprise features under the Weaviate License); Zilliz Cloud is proprietary (Proprietary SaaS). Zilliz Cloud is built for larger datasets (Multi-PB) than Weaviate (≤ 1 PB). Only Weaviate has geospatial.

When should I choose Weaviate over Zilliz Cloud?

Choose Weaviate for RAG over documents with hybrid retrieval; multi-tenant SaaS semantic search; and product and content recommendation. Choose Zilliz Cloud for production RAG without running Milvus; large-scale semantic and image search; and multi-tenant AI SaaS backends.

Is Weaviate or Zilliz Cloud more popular?

Weaviate ranks #65 on the WhichDB Score (33.4/100) and Zilliz Cloud ranks #656 (0.4/100). Popularity is not fit: check the requirements that matter for your project.

Are Weaviate and Zilliz Cloud open source?

Yes. Weaviate is open source. License: BSD-3-Clause (core); enterprise features under the Weaviate License. No. Zilliz Cloud is proprietary, closed-source software.