Zillizvs
Pinecone
Pinecone: Managed vector database with simpler pricing model and API
Overview
What Zilliz does
Zilliz is the company behind Milvus, the world's most widely-adopted open-source vector database. Zilliz Cloud is a fully managed service that handles the operational complexity of running vector search infrastructure, enabling organizations to easily manage, search, and retain vectors at any scale without managing compute. Milvus, the underlying technology, is distributed under the Apache License 2.0 and part of the LF AI & Data Foundation, supporting billions of vectors through its distributed architecture that separates storage and compute. The platform handles high-dimensional vector embeddings with advanced indexing for efficient similarity search, making it ideal for building RAG applications, semantic search, multimodal search, and recommendation systems. Zilliz Cloud offers a fully managed alternative to self-hosting while maintaining compatibility with the open-source Milvus project.
What people use it for
- Build retrieval-augmented generation (RAG) systems
- Implement semantic search over documents
- Create multimodal search with text and images
- Power recommendation engines with vector similarity
- Enable similarity search on user embeddings
Related searches
The honest half
Where it falls short
Concrete and checkable, so you can decide whether any of them matter to you. This is the half of a review a vendor will not write about Zilliz.
- Pricing structure not publicly disclosed, requires sales contact
- Operational complexity for self-hosted Milvus deployments
- Learning curve for those unfamiliar with vector databases
- Limited built-in analytics compared to some alternatives
Cross-shopped
What people choose instead of Zilliz
Each pairing was judged by two reviewers asking whether a buyer would genuinely weigh the two against each other. The ones that failed were deleted rather than published.
- ZillizvsWeaviate
Weaviate: Open-source vector database with hybrid search capabilities
- ZillizvsQdrant
Qdrant: Vector database optimized for semantic search and recommendations
Capabilities
Features
Vector indexing
Efficient indexing for billion-scale vectors
Distributed architecture
Separated storage and compute for scaling
SQL interface
Query vectors using SQL with new syntax
Tensor support
Handle high-dimensional tensor operations
Real-time search
Low-latency similarity search operations
Cloud-native
Serverless vector database with managed scaling
Open-source compatible
Drop-in replacement for self-hosted Milvus
Answered, with sources
Questions people ask
Each answer names the page it came from, so you can check it rather than take our word for it.
What is the difference between Milvus and Zilliz Cloud?
Milvus is the open-source vector database that you can self-host. Zilliz Cloud is the fully managed service built on Milvus that removes operational overhead and handles scaling automatically.
SourceHow many vectors can Zilliz handle?
Milvus and Zilliz Cloud can store and search billions of vectors through their distributed architecture that separates storage and compute layers.
SourceIs Milvus open-source?
Yes, Milvus is open-source under the Apache License 2.0 and is part of the LF AI & Data Foundation.
SourceWhat pricing does Zilliz Cloud offer?
Zilliz Cloud pricing is not publicly listed and requires contacting their team to discuss your specific scale and use case requirements.
SourceBehind it
Who makes Zilliz
- Company
- Zilliz
- Based in
- Redwood City, CA
- Founders
- Charles Xie
Timeline
Zilliz over time
- Milestone2023-11-01
Milvus 3.0 released with lake-native data access
Source
Keep looking
Where to go from Zilliz
- Zilliz alternativesEvery product people weigh against it
- Zilliz pricingPlans, floors and what the tiers exclude
- Zilliz badgesWhich rules it meets, and the figure behind each
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Best Databases software for
Compare Zilliz with
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- Airtable
- Amazon Aurora
- Elasticsearch
- Apache Kafka
- PlanetScale
- Meilisearch
- Turso
- Azure SQL
- ClickHouse
- Couchbase
- DuckDB
- MariaDB
- Oracle Database
- DataGrip
- Firebolt
- Google Cloud SQL
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Softwr does not host reviews and shows no star rating for Zilliz, because a rating we did not collect is not ours to publish. What is here is the pricing and platform detail from the vendor’s own pages, limitations we could state concretely, and alternatives a reviewer confirmed people weigh against it. Tell us if any of it is wrong.
More on Zilliz
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