Comparison

Faiss vs Milvus

No clear leader: Faiss (62.0) and Milvus (58.7) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Faiss62
Milvus59
Score
Vioscale score
Faiss62 / 100low · 36%
Milvus59 / 100medium · 52%
Pricing
Free tier
Faiss
Milvus
Model
Price level
Faissfree
Milvuslow
Transparent
Faiss
Milvus
Integrations
Count
Faiss
Milvus7
Reliability
Status page
Faiss
Milvus
Adoption
Dependent repos
Faiss5,592
Milvus7
Github stars
Faiss40,809
Milvus45,802
Activity
Commits last 30d
Faiss47
Milvus100
Release
Cadence days
Faiss83
Milvus6
History
Milvus20 items
License
Spdx
FaissMIT
Language
Primary
FaissC++
MilvusGo

Capabilities

Feature-by-feature on the axes that matter for vector databases. “-” means undocumented, not absent.

Deployment
Deployment
FaissSelf-hosted
Milvus-
Serverless / consumption pricing
Faiss
Milvus
Index
ANN index (HNSW / IVF / DiskANN / ScaNN / flat)
FaissHNSW, IVF, PQ, multi-index, NSG
Milvus-
Distance metrics (cosine / dot / Euclidean)
FaissEuclidean (L2), inner product, L1, Linf
Milvuscosine, Euclidean, dot product
Query
Metadata filtering
Faiss-
MilvusPre-filter
Hybrid search (dense + sparse fusion)
Faiss-
Milvus
Built-in BM25 / lexical
Faiss-
Milvus
Storage
Quantization
FaissProduct
MilvusProduct
On-disk vs in-memory
FaissDisk-backed
MilvusDisk-backed
Scale
Multi-tenancy (namespaces / collections / tenants)
Faiss-
Milvus
Horizontal scale
FaissSingle-node
MilvusSharded / distributed
Consistency
Consistency
Faiss-
MilvusEventual
Licensing
Licence class
FaissPermissive OSS
MilvusPermissive OSS
Classification
Purpose-built vs feature-of-parent
FaissExtension
MilvusDedicated DBMS

What each one is

The product in its own terms, so the numbers below have context.

Faiss

Faiss is a library for efficient similarity search and clustering of dense vectors. It contains algorithms that search in sets of vectors of any size, up to ones that possibly do not fit in RAM.

Independently observed

Milvus

A distributed database system for storing and searching high-dimensional vectors at scale. Supports multiple deployment models from local notebooks to cloud-managed services, with capabilities for hybrid search combining dense and sparse embeddings.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Faiss

Open source
as of verify ↗

Milvus

HybridFree tier

Open-source free; managed cloud service available

as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Faiss
Milvus
macOS
Faiss
Milvus
Windows
Faiss
Milvus
Linux
Faiss
Milvus
CLI
Faiss
Milvus
Deployment
Cloud / SaaS
Faiss
Milvus
Self-hosted
Faiss
Milvus
Hybrid
Faiss
Milvus

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Faiss

Not documented yet.

Milvus

7 total
  • OpenAI
  • Sentence Transformers
  • BGE-M3
  • SPLADE
  • Jina AI
  • BM25
  • PyMilvus
Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.