---
title: Milvus Reviews
meta_title: 'Milvus Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 12 reviews by the users' company size, role or industry to
  find out how Milvus works for a business like yours.
aggregate_rating:
  rating_value: 4.7
  review_count: 12
  scale: '5'
date_modified: '2026-07-13'
parent_category:
  name: Database Software
  url: https://www.g2.com/categories/database-software
---

# Milvus Reviews
**Vendor:** ZILLIZ  
**Category:** [Vector Database Software](https://www.g2.com/categories/vector-database)  
**Average Rating:** 4.7/5.0  
**Total Reviews:** 12
## About Milvus
Milvus is a highly flexible, reliable, and blazing-fast cloud-native, open-source vector database. It powers embedding similarity search and AI applications and strives to make vector databases accessible to every organization. Milvus can store, index, and manage a billion+ embedding vectors generated by deep neural networks and other machine learning (ML) models. This level of scale is vital to handling the volumes of unstructured data generated to help organizations to analyze and act on it to provide better service, reduce fraud, avoid downtime, and make decisions faster. Milvus is a graduated-stage project of the LF AI & Data Foundation.






- [View Milvus pricing details and edition comparison](https://www.g2.com/products/milvus/reviews?page=2&section=pricing&secure%5Bexpires_at%5D=2026-07-22+17%3A26%3A45+-0500&secure%5Bsession_id%5D=f3182b8f-0aa1-49dc-af8e-a9c9478d7694&secure%5Btoken%5D=b38ab5ccdcc47ddd88bf427aba1d8ee7c7ca0d2be23293d6f4ac0cc435c1cf13&format=llm_user)
## Milvus Integrations
  - [Apache Phoenix](https://www.g2.com/products/apache-phoenix/reviews)

## Milvus Features
**Data Indexing**
- Semantic Search
- Indexing Data

**Agentic AI - AWS Marketplace**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration

**Retrieval intelligence - AI Search & Retrieval Infrastructure Platforms**
- Advanced relevance tuning
- Query understanding & expansion
- Multistage retrieval & re-ranking
- Context-aware & personalized search

**Embedding & model management - AI Search & Retrieval Infrastructure Platforms**
- Embedding versioning & lifecycle management
- Multimodal search support
- Pluggable embedding & LLM providers

**Filters**
- Accurate Search
- Single Stage Filtering - Vector Database

**LLM retrieval & RAG optimization - AI Search & Retrieval Infrastructure Platforms**
- Retrieval pipeline orchestration
- LLM-aware retrieval optimization
- Hybrid retrieval strategy optimization

**Data Enrichment & Index Intelligence - AI Search & Retrieval Infrastructure Platforms**
- Incremental & streaming index updates
- Built-in data enrichment

**Security & governance - AI Search & Retrieval Infrastructure Platforms**
- Fine-grained access controls
- Data residency & retention policies
- Audit logs & retrieval traceability

**Operations, observability & reliability - AI Search & Retrieval Infrastructure Platforms**
- Search analytics & relevance debugging
- High availability & disaster recovery

## Top Milvus Alternatives
  - [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch/reviews) - 4.5/5.0 (288 reviews)
  - [Algolia](https://www.g2.com/products/algolia/reviews) - 4.5/5.0 (430 reviews)
  - [SearchStax](https://www.g2.com/products/searchstax/reviews) - 4.5/5.0 (173 reviews)