---
title: Zilliz Reviews
meta_title: 'Zilliz Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 53 reviews by the users' company size, role or industry to
  find out how Zilliz works for a business like yours.
aggregate_rating:
  rating_value: 4.7
  review_count: 53
  scale: '5'
date_modified: '2026-07-17'
parent_category:
  name: Database Software
  url: https://www.g2.com/categories/database-software
---

# Zilliz Reviews
**Vendor:** ZILLIZ  
**Category:** [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms)  
**Average Rating:** 4.7/5.0  
**Total Reviews:** 53
## About Zilliz
Zilliz Cloud is a cloud-native vector database platform that stores, indexes, and searches billions of embedding vectors to power enterprise-grade similarity search, recommender systems, retrieval augmented generation, anomaly detection, and more. ​ Zilliz Cloud, built on the popular open-source vector database Milvus, allows for easy integration with vectorizers from OpenAI, Cohere, HuggingFace, and other popular models. Purpose-built to solve the challenge of managing billions of embeddings, Zilliz Cloud makes it easy to build applications for scale. Zilliz Cloud features: Superior Al-Powered Search Optimal search strategies and zero manual tuning from AI-powered AutoIndex and Cardinal Search Engine High Performance & Scale A cloud-native database with distributed architecture for on-demand scalability and cost-efficient growth Uncompromising Security & Reliability An enterprise-ready platform delivers reliable performance and enterprise-grade security Build faster with a comprehensive suite of vector database features - High Performance Vector Search - Low Latency with High Recall - Hybrid Search - Various Similarity Metrics - Tunable Consistency - Scale as Needed Reduce TCO with Cloud-Native Vector Search While Milvus offers powerful vector search capabilities, it requires significant investment in skilled engineers, performance tuning, and ongoing maintenance. Zilliz eliminates these costs through our innovative Cardinal search engine and management tools—reducing total cost of ownership by up to 70% and optimized for your use cases: Recommendation Systems, RAG Applications, or Anomaly Detection Systems. Zilliz Cloud is available directly from zilliz.com and also through the AWS, Google Cloud and Azure Marketplaces so you can utilize your pre-contracted cloud credits to simplify your infrastructure stack spending.



## Zilliz Pros & Cons
**What users like:**

- Users find Zilliz to be highly **user-friendly** , with intuitive platforms and excellent support for seamless integration. (9 reviews)
- Users commend the **extremely fast, low-latency vector search** of Zilliz, enhancing efficiency at massive scales. (8 reviews)
- Users highlight the **exceptionally fast retrieval speed** and flexible indexing features of Zilliz for efficient data management. (6 reviews)
- Users highlight the **lightning-fast query performance** of Zilliz, making it highly efficient for processing large datasets. (6 reviews)
- Users appreciate the **comprehensive open-source documentation** of Zilliz, facilitating efficient development and deployment. (5 reviews)
- Big Data Handling (4 reviews)
- Scalability (4 reviews)
- Customer Support (3 reviews)
- Users value the **quick and dependable database management** of Zilliz, praising its scalability and user-friendly interface. (3 reviews)
- Data Management (3 reviews)

**What users dislike:**

- Users find the **pricing expensive** , particularly for smaller projects, making it less accessible for individual developers. (4 reviews)
- Users find the **limited vector column support** and lacking features affect their overall experience with Zilliz. (3 reviews)
- Users feel that the **insufficient documentation** hinders understanding of advanced configurations and performance optimization for Zilliz. (2 reviews)
- Users experience **missing features** in Zilliz, such as unsupported sorting on scalar fields and incomplete full-text search functionality. (2 reviews)
- Users find the **monthly costs too high** for small projects compared to alternatives like hosting on Hetzner. (1 reviews)
- Data Management Issues (1 reviews)
- Difficult Learning (1 reviews)
- Users struggle with **import issues** due to the lack of file name visibility during large data uploads. (1 reviews)
- Migration Difficulties (1 reviews)
- Poor Documentation (1 reviews)



- [View Zilliz pricing details and edition comparison](https://www.g2.com/products/zilliz/reviews?page=3&section=pricing&secure%5Bexpires_at%5D=2026-07-23+10%3A55%3A51+-0500&secure%5Bsession_id%5D=703a882a-65a0-4672-a0e0-6be1c2d1c777&secure%5Btoken%5D=885571ee625ac131e9b0756bd1f4cf02bce28ac5766a8b6c925a954d5fff7372&format=llm_user)
## Zilliz Integrations
  - [LLM API](https://www.g2.com/products/llm-api/reviews)

## Zilliz Features
**Management**
- Data dictionary
- Data Replication
- Query Language
- Data Modeling
- Performance Analysis

**Data Indexing**
- Semantic Search
- Indexing Data

**Maintenance**
- Data Migration
- Backup and Recovery
- Multi-User Environment

**Security**
- Data Encryption
- User Access Control

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

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