milvus vs qdrant-client
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| milvus | qdrant-client | |
|---|---|---|
| Tagline | High-performance vector database built for scalable vector ANN search | Python Client library for the Qdrant vector search engine. |
| Stars | 45k | 1.3k |
| Forks | 4.1k | 245 |
| Open issues | 963 | 165 |
| Language | Go | Python |
| License | Apache-2.0 | Apache-2.0 |
| Last pushed | Jul 7, 2026 | Jun 26, 2026 |
| Categories | Vector Databases | Vector Databases |
milvus
Milvus is a high-performance, cloud-native vector database designed to support efficient storage and retrieval of large-scale unstructured data, such as text, images, and multi-modal information. It supports hardware acceleration for CPU/GPU and offers both distributed and standalone deployment options.
Go
qdrant-client
qdrant-client is a Python client providing type definitions and methods for interacting with Qdrant's API, supporting both synchronous and asynchronous calls. It facilitates local development without requiring a server to be running and offers extensive test coverage.
Python