Comparison

Infinity vs Milvus

On the evidence we track, Milvus leads this comparison with a composite score of 59/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Infinity49
Milvus59
Score
Vioscale score
Infinity49 / 100low · 46%
Milvus59 / 100medium · 52%
Pricing
Free tier
Infinity
Milvus
Model
Infinityopen_source
Milvusfreemium
Price level
Infinityfree
Milvuslow
Transparent
Infinity
Milvus
Integrations
Count
Infinity
Milvus7
Adoption
Dependent repos
Infinity0
Milvus7
Github stars
Infinity4,683
Milvus45,802
Activity
Commits last 30d
Infinity7
Milvus100
Release
Cadence days
Infinity5
Milvus6
History
Infinity20 items
Milvus20 items
License
Spdx
InfinityApache-2.0
Language
Primary
InfinityC++
MilvusGo

Capabilities

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

Deployment
Deployment
InfinitySelf-hosted
Milvus-
Serverless / consumption pricing
Infinity
Milvus
Index
ANN index (HNSW / IVF / DiskANN / ScaNN / flat)
Infinity-
Milvus-
Distance metrics (cosine / dot / Euclidean)
Infinityinner product
Milvuscosine, Euclidean, dot product
Query
Metadata filtering
Infinity-
MilvusPre-filter
Hybrid search (dense + sparse fusion)
Infinity
Milvus
Built-in BM25 / lexical
Infinity
Milvus
Storage
Quantization
Infinity-
MilvusProduct
On-disk vs in-memory
InfinityDisk-backed
MilvusDisk-backed
Scale
Multi-tenancy (namespaces / collections / tenants)
Infinity
Milvus
Horizontal scale
InfinitySingle-node
MilvusSharded / distributed
Consistency
Consistency
Infinity-
MilvusEventual
Licensing
Licence class
InfinityPermissive OSS
MilvusPermissive OSS
Classification
Purpose-built vs feature-of-parent
InfinityDedicated DBMS
MilvusDedicated DBMS

What each one is

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

Infinity

An AI-native database built for language model applications, offering rapid hybrid search across dense vectors, sparse vectors, tensors, and full-text data. It features a single-binary architecture deployable via Docker or binary without external dependencies, with a Python API for developer convenience.

Independently observed

Milvus

Leader

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.

Infinity

Open sourceFree tier
as of verify ↗

Milvus

Leader
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
Infinity
Milvus
macOS
Infinity
Milvus
Windows
Infinity
Milvus
Linux
Infinity
Milvus
CLI
Infinity
Milvus
Deployment
Cloud / SaaS
Infinity
Milvus
Self-hosted
Infinity
Milvus
Hybrid
Infinity
Milvus

Integrations

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

Infinity

Not documented yet.

Milvus

Leader
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.

Infinity vs Milvus: an evidence-based comparison · Vioscale