Comparison

Infinity vs Milvus

On the evidence we track, Milvus leads this comparison with a composite score of 57/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Infinity49
★Milvus57
Score
vioscaleAI score
Infinity49 / 100low · 39%
Milvus57 / 100medium · 57%
Pricing
Free tier
Infinity✓
Milvus✓
Model
Price level
Infinityfree
Milvusfree
Transparent
Infinity–
Milvus✗
Integrations
Count
Infinity–
Milvus2
Adoption
Dependent repos
Infinity0
Milvus7
Github stars
Infinity4,740
Milvus46,375
Activity
Commits last 30d
Infinity6
Milvus100
Release
Cadence days
Infinity6
Milvus7
History
Infinity20 items
Milvus20 items
License
Spdx
InfinityApache-2.0
Language
Primary
InfinityC++
MilvusGo
Content
Faq
Infinity5 items
Milvus6 items

Capabilities

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

Deployment
Deployment
InfinitySelf-hosted
MilvusSelf-hosted
Serverless / consumption pricing
Infinity✗
Milvus✓
Index
ANN index (HNSW / IVF / DiskANN / ScaNN / flat)
InfinityHNSW
MilvusHNSW, IVF, FLAT, SCANN, DiskANN, GPU_CAGRA
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-focused database system designed for language models that delivers high-speed hybrid search across multiple data types, including vector embeddings, sparse vectors, tensor data, and full-text content.

Independently observed

Milvus

Leader

A high-performance, distributed vector database that enables fast similarity search across billions of high-dimensional vectors, supporting real-time updates, flexible metadata filtering, and hybrid search capabilities for AI and machine learning applications.

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
Open sourceFree tier
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✓

Integrations

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

Infinity

Not documented yet.

Milvus

Leader
8 total
  • OpenAI
  • Sentence Transformers
  • BGE-M3
  • SPLADE
  • Jina AI
  • BM25
  • PyMilvus
  • Jina
Independently observed
Still deciding?

Infinity or Milvus: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

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