# 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 appreciate the **ease of use** of Zilliz, finding it intuitive and efficient for their needs. (9 reviews) - Users value the **extremely fast, low-latency performance** of Zilliz, enhancing their data retrieval experiences significantly. (8 reviews) - Users appreciate the **exceptional speed and flexibility** of Zilliz, enhancing efficiency in video retrieval and data management. (6 reviews) - Users praise Zilliz for its **excellent performance** , making it highly efficient for handling massive datasets in AI tasks. (6 reviews) - Users value the **clear documentation** of Zilliz, making the initial setup and usage straightforward and efficient. (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 Zilliz **expensive** , especially for large vector storage and smaller projects, impacting accessibility. (4 reviews) - Users find the **limited number of vector columns** and lack of sorting capabilities to be significant constraints. (3 reviews) - Users note a need for **insufficient documentation** , particularly for advanced configurations and best practices. (2 reviews) - Users note the **missing features** such as sorting on scalar fields and highlighting in full-text searches. (2 reviews) - Users express concerns about **high monthly costs** for Zilliz, finding more affordable options for hosting elsewhere. (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) ## Zilliz Reviews ### 1. Efficient Zilliz for Entity Alignment, Disambiguation, and RAG Recall in Knowledge Graphs **Rating:** 5.0/5.0 stars **Reviewed by:** andrew c. | NLP Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** November 05, 2025 **What do you like best about Zilliz?** I love how Zilliz excels at scalability and high-performance vector search, making it incredibly efficient for handling massive datasets in AI-driven tasks. In my experience, its hybrid retrieval capabilities—combining vector embeddings with knowledge graph integrations—stand out, especially for complex queries involving semantic understanding. It's easy to integrate with tools like LangChain and OpenAI embeddings, and the cloud-native features in Zilliz Cloud simplify management without sacrificing speed or accuracy. **What do you dislike about Zilliz?** For self-hosted Milvus setups, the configuration might feel a bit involved compared to fully managed options, but Zilliz Cloud largely resolves that with its user-friendly UI and elastic scaling. **What problems is Zilliz solving and how is that benefiting you?** Zilliz is tackling challenges in entity alignment and disambiguation within my knowledge graph project by leveraging vector embeddings and graph-based retrieval to link and resolve entities across diverse datasets, reducing ambiguities (like distinguishing similar terms in different contexts) and enabling precise multi-hop reasoning. This has streamlined entity matching, cutting down on manual corrections and improving overall graph accuracy. In the recall step of my RAG pipeline, it enhances retrieval of relevant documents through hybrid searches (vector similarity plus relational structures), minimizing hallucinations in LLM outputs and providing more complete, contextually rich responses. Overall, it's saved me significant time on data processing, boosted the reliability of my AI applications, and allowed for handling larger-scale data without performance drops—ultimately making my projects more efficient and effective. ### 2. An Excellent Vector Database for Developers **Rating:** 5.0/5.0 stars **Reviewed by:** a n. | Independent Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** October 31, 2025 **What do you like best about Zilliz?** 1. Pay-as-you-go model: This is extremely important for individual developers like me — it greatly reduces financial pressure. 2. Affordable pricing: Even with the pay-as-you-go model, Zilliz offers a very competitive and reasonable price. 3. Easy data import: I can directly convert millions of vector records into large JSON files and upload them to the database easily — with zero additional cost during the upload process. 4. User-friendly experience: The official documentation is comprehensive, and the AI assistant efficiently helps solve any issues I encounter. 5. Excellent performance: Querying millions of vectors is lightning-fast — typically within 100 milliseconds. **What do you dislike about Zilliz?** when uploading data, since the files are quite large, I need to manually upload multiple chunks. However, the upload management interface does not display the file names of each chunk on the main screen, which makes it difficult to tell which part of the data I’m currently importing. **What problems is Zilliz solving and how is that benefiting you?** I didn’t have a suitable server to host a vector database myself, but Zilliz’s free credits and quick deployment capability helped me get my product online in no time. ### 3. Lightning-Fast Retrieval with Robust Support **Rating:** 5.0/5.0 stars **Reviewed by:** 伟 . **Reviewed Date:** November 05, 2025 **What do you like best about Zilliz?** I truly love using Zilliz for building our video retrieval tool as it has greatly enhanced our ability to convert each frame of a video into vectors and store them effectively in Zilliz Cloud. This functionality allows for accurate and efficient searches for corresponding images or videos, whether making searches from text to images or vice versa. The support from Zilliz is impeccable, with a very active community and extremely reliable database systems, which gives us a great deal of confidence. The most impressive aspect is the retrieval speed; it is exceptionally fast, allowing us to search through millions of vectors in just 200 milliseconds, which is critical for our operations. Additionally, the ability of Zilliz to handle a large capacity of data further boosts its value, making our data management and retrieval processes smooth and efficient. **What do you dislike about Zilliz?** I think the number of vector columns supported in a single collection is a bit low, it seems to be 4 or 8. We would like to be able to search across more dimensions. **What problems is Zilliz solving and how is that benefiting you?** I use Zilliz to convert video frames into vectors stored in Zilliz Cloud, facilitating accurate image or video retrieval. The retrieval speed is extremely fast, processing millions of vectors in 200 milliseconds, and the capacity is very large. ### 4. Effortless Vector Retrieval, Seamless Setup **Rating:** 5.0/5.0 stars **Reviewed by:** qiu x. **Reviewed Date:** November 05, 2025 **What do you like best about Zilliz?** I am truly impressed by Zilliz's ability to handle a vast amount of data efficiently. Its capacity to store hundreds of millions of vector data points is remarkable. I find the vector retrieval process to be incredibly fast, characterized by its low latency, which is vital for my image similarity retrieval and content moderation needs. The platform's support for high-concurrency requests is another feature I value, as it ensures smooth operation even when handling multiple requests simultaneously. Additionally, the fact that Zilliz supports more than ten vector index types and offers rich functionality is a considerable advantage, simplifying operation and maintenance for my team. This richness in features also makes using Zilliz cost-effective. The initial setup was straightforward, simple, and clear, making it easier for us to integrate it with general-purpose embedding models. These aspects collectively make Zilliz an invaluable tool for our data storage and retrieval endeavors. **What do you dislike about Zilliz?** There is a need for more comprehensive learning materials for Zilliz. **What problems is Zilliz solving and how is that benefiting you?** I use Zilliz for efficient image similarity retrieval and content moderation, storing and retrieving vector data with low latency, supporting high concurrency, simplifying operations, and reducing costs. ### 5. Why I Love Zilliz: Fast Queries, Flexible Indexes, and Easy Choices for My Business **Rating:** 5.0/5.0 stars **Reviewed by:** Hongliang L. | Senior Technical Manager, Enterprise (> 1000 emp.) **Reviewed Date:** November 05, 2025 **What do you like best about Zilliz?** Zilliz is the commercial version of Milvus, and it fits different business needs really well. First, it’s super fast when it comes to queries—super impressive. Then, for features, it supports both vector indexing and keyword indexing, so you’ve got way more flexible options there. And when picking the right type, it has capacity-focused, performance-focused, and tiered storage models. You can easily match what you need, whether that’s "fast response times" or "keeping costs down." Overall, it’s really practical and easy to use. **What do you dislike about Zilliz?** Currently, it does not support slow query-related features. Audit logs only support the Coordinated Universal Time Zero (UTC+0) time zone and cannot be adapted to other local time zones. **What problems is Zilliz solving and how is that benefiting you?** Zilliz addresses three main challenges in unstructured data processing: it enables vector search for question topics, supports Retrieval-Augmented Generation (RAG) for large language models, and provides vector search capabilities for images. ### 6. Convenient Hybrid Retrieval with Room for Documentation Improvement **Rating:** 4.5/5.0 stars **Reviewed by:** Harold Y. **Reviewed Date:** November 05, 2025 **What do you like best about Zilliz?** I really appreciate how Zilliz supports hybrid retrieval, combining both vector and keyword searches. This feature is incredibly beneficial as it provides me with more accurate, context-aware results and ensures that I do not miss important exact matches. It’s very convenient to use, making my workflow more efficient. Additionally, the initial setup was a breeze thanks to Docker Compose and the clear documentation which guided me quickly through getting started. **What do you dislike about Zilliz?** I find that sometimes the documentation could be more detailed, especially for advanced configurations and performance tuning. They could include more real-world configuration examples, detailed parameter explanations, and best practices for optimizing performance with large-scale hybrid retrieval workloads. **What problems is Zilliz solving and how is that benefiting you?** I use Zilliz for RAG, enhancing search accuracy and document storage with similarity search and hybrid retrieval, combining vector and keyword search for context-aware results. ### 7. Comprehensive, Scalable, and Backed by a Vibrant Community **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Small-Business (50 or fewer emp.) **Reviewed Date:** November 04, 2025 **What do you like best about Zilliz?** As the cloud-native vector database platform, Zilliz has a large and active community, offers various solutions ranging from lightweight personal projects to million-concurrent production environments, and provides comprehensive open-source documentation where you can quickly look up details about development, deployment, and precautions. **What do you dislike about Zilliz?** Due to the large community, there are many types and complex demands, which inevitably affect the development roadmap pace. Hope the team keeps up the good work. **What problems is Zilliz solving and how is that benefiting you?** Zilliz solves the semantic limitations of traditional recall methods like BM25 (inverted index) in vector retrieval. Its early open-source version helped me quickly build a small-scale content vector retrieval service, enabling more accurate semantic understanding. Later, its distributed solution facilitated our smooth transition to larger-scale, high-concurrency application scenarios, ensuring efficient performance even as data volume and user requests grew. ### 8. Fast, Affordable, and Effortless to Use **Rating:** 5.0/5.0 stars **Reviewed by:** Issa M. | Senior Machine Learning Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** November 13, 2025 **What do you like best about Zilliz?** This product is quick, affordable, straightforward, and gets the job done. It's user-friendly and can easily scale to meet growing needs. **What do you dislike about Zilliz?** Modifying collection schemas involves a migration process, which can be quite complex and often takes a significant amount of time to manage. **What problems is Zilliz solving and how is that benefiting you?** Zilliz serves as the primary knowledge base for our AI agent. It drives the RAG functionality for a customer support and shopping assistant AI agent that currently assists millions of e-commerce shoppers. ### 9. Easy to Use and Best Performance for Beginners **Rating:** 5.0/5.0 stars **Reviewed by:** peng x. | DEVOPS Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** October 31, 2025 **What do you like best about Zilliz?** The advantage of zillizCloud lies in its ease of use. You can easily get started by signing up for an account on the page and using the available SDK, making it suitable for beginners. ZillizCloud also offers excellent performance; compared to other databases I have used, its performance is currently the best. **What do you dislike about Zilliz?** The only thing that might be less satisfying for me is the price, but they offer a suitable free quota. Not bad. **What problems is Zilliz solving and how is that benefiting you?** This provides crucial support for similar email functionality in our current business, solving our issues with RT (Real-Time Response), and enabling Zilliz to handle backup, maintenance, and related capacity scaling. This realizes serverless functionality. ### 10. Powerful and Easy-to-Use Vector Database **Rating:** 5.0/5.0 stars **Reviewed by:** MrBall J. | AI Application Developer, Enterprise (> 1000 emp.) **Reviewed Date:** October 31, 2025 **What do you like best about Zilliz?** It’s very easy to use and delivers powerful performance. **What do you dislike about Zilliz?** The only issue is that the standalone deployment has a few too many dependencies. **What problems is Zilliz solving and how is that benefiting you?** Zilliz makes vector data management much easier. It’s simple to use, delivers strong performance, and reduces our workload when building AI search features. The only challenge is that standalone deployment has quite a few dependencies. ### 11. Outstanding Performance and Robust Features for Large Datasets **Rating:** 5.0/5.0 stars **Reviewed by:** Bo W. | Technical Leader, Small-Business (50 or fewer emp.) **Reviewed Date:** November 05, 2025 **What do you like best about Zilliz?** Excellent performance, Automatic updates,Comprehensive functionality,Supports extremely large datasets **What do you dislike about Zilliz?** Support for scalar fields is not perfect. The price is relatively expensive. **What problems is Zilliz solving and how is that benefiting you?** It serves as a vector data storage solution for RAG data retrieval in AI scenarios. It is also the primary database for semantic similarity matching calculations. ### 12. This Software Is Great! **Rating:** 5.0/5.0 stars **Reviewed by:** Kenneth . | CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** October 31, 2025 **What do you like best about Zilliz?** This software is great! It's easy to use. **What do you dislike about Zilliz?** Two key limitations are the lack of support for sorting on scalar fields and the unavailability of highlighting in full-text searches. **What problems is Zilliz solving and how is that benefiting you?** Zilliz's vector database is a cornerstone of our AI-powered customer service, enabling the business to ground responses in a vast knowledge base. Its powerful hybrid search and efficient vector retrieval capabilities allow us to process customer inquiries with remarkable speed and accuracy, which is fundamental to the effectiveness of our Retrieval-Augmented Generation (RAG) systems. ### 13. Active Community & Updates, but Lite/Standalone Versions Could Be Unified **Rating:** 5.0/5.0 stars **Reviewed by:** Hanlian L. | Founder, Enterprise (> 1000 emp.) **Reviewed Date:** October 31, 2025 **What do you like best about Zilliz?** Very active community support and continuous update with enhanced features,both infra-wise and algorithms wise **What do you dislike about Zilliz?** having lite, standalone, distributed version may be too much, would be great if lite and standalone merged and provide dynamic adaptation within version **What problems is Zilliz solving and how is that benefiting you?** it wrapped the data engineering work alot internally, that using milvus is more like a declarative experience. It accelerates our RAG and Agent development by releasing our focus from storage and storage-interaction side, that we could focus more on the business logic on the agent optimization. ### 14. milvus **Rating:** 5.0/5.0 stars **Reviewed by:** lu j. | none, Mid-Market (51-1000 emp.) **Reviewed Date:** October 31, 2025 **What do you like best about Zilliz?** 1. Easy to deploy, 2. Documentation is very nice, 3. Customer Support **What do you dislike about Zilliz?** none I am very like Milvus hope for better **What problems is Zilliz solving and how is that benefiting you?** Enhancing the accuracy and reliability of AI applications: Zilliz's vector database is one of the core components for building RAG (Retrieval-Augmented Generation) systems. RAG can provide large models with real-time, accurate information from external knowledge bases, effectively reducing the issue of "hallucinations" (i.e., generating inaccurate or fictitious content) in large models, thereby enhancing the credibility of AI applications. Accelerating the processing performance of AI applications: Its open-source project Milvus and cloud service Zilliz Cloud can efficiently index and query massive vector data, supporting millisecond-level retrieval of tens of billions of vectors. By supporting GPU acceleration, its performance can be up to 10 times better than versions using only CPUs, which is crucial for applications requiring real-time responses (such as recommendation systems and intelligent Q&A). ### 15. Exceptional Support and Scalability for Vector Similarity Search **Rating:** 5.0/5.0 stars **Reviewed by:** Mihai B. | Engineering Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** November 15, 2025 **What do you like best about Zilliz?** Profesional technical support, great documentation and the most scalable and reliable solution for vector similarity search **What do you dislike about Zilliz?** Nothing to dislike. Everything is going great so far **What problems is Zilliz solving and how is that benefiting you?** Zilliz addresses the challenge of searching through embeddings created from social media creators' content on a large scale. It effectively manages the complexity involved in handling and retrieving relevant information from vast amounts of such data. ### 16. Fast and Capable Vector Database **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** November 08, 2025 **What do you like best about Zilliz?** Extremely fast, low-latency vector search, even at a massive scale. The cloud platform is intuitive, and the SDKs (like PyMilvus) are straightforward to integrate. **What do you dislike about Zilliz?** The pricing for the cloud service can be a bit high for smaller projects or individual developers. **What problems is Zilliz solving and how is that benefiting you?** We use Zilliz to power our recommendation system. It solves the critical problem of storing and searching millions of image embeddings at high speed. This benefits us by enabling real-time, accurate visual recommendations and 'similar item' search for our users, which significantly improves user engagement. ### 17. Fast Integration and Script-Friendly, Perfect for Efficient Index Construction **Rating:** 5.0/5.0 stars **Reviewed by:** jasper w. | Small-Business (50 or fewer emp.) **Reviewed Date:** November 03, 2025 **What do you like best about Zilliz?** Fast speed and the ability to integrate model calls into index construction make it convenient for script writing and maintenance. **What do you dislike about Zilliz?** The resources required for cluster deployment are quite numerous. **What problems is Zilliz solving and how is that benefiting you?** The maintenance of the vector database ensures that I receive stable and efficient enterprise-level services for both semantic and keyword searches. ### 18. Blazing Fast and User-Friendly, But Full-Text Search Needs Improvement **Rating:** 5.0/5.0 stars **Reviewed by:** Jingjing F. | Soft Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** October 31, 2025 **What do you like best about Zilliz?** The product stands out by combining exceptional ease of use with remarkable speed and full compatibility of the Milvus interface. **What do you dislike about Zilliz?** The full-text search function is still not fully developed **What problems is Zilliz solving and how is that benefiting you?** Automatic scalability and capacity adjustment ### 19. Too overpriced for claude-context usage **Rating:** 1.5/5.0 stars **Reviewed by:** Verified User in Program Development | Small-Business (50 or fewer emp.) **Reviewed Date:** October 02, 2025 **What do you like best about Zilliz?** They delivered great lib claude-context as promo product to use their db. **What do you dislike about Zilliz?** But it monthly cost for small project more then to buy mini-pc and host vector database there. Much cheaper (like 100x) to host on hetzner if needed. **What problems is Zilliz solving and how is that benefiting you?** Hosting Vector DB for the claude-conext ### 20. Stable Performance and Excellent Support from Zilliz **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** November 13, 2025 **What do you like best about Zilliz?** Zilliz has been pretty stable in the last year. The team was very helpful resolving issue in the initial integration period. We currently store about 50 million vectors. **What do you dislike about Zilliz?** The cost can be somewhat high when we stored like 1 billion vectors. **What problems is Zilliz solving and how is that benefiting you?** We use Zilliz as our RAG ### 21. Best software out there for begineers **Rating:** 4.5/5.0 stars **Reviewed by:** Shashank S. | Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** September 09, 2024 **What do you like best about Zilliz?** Zillz is hands down the best platform to create and query vector db for beginners. It provides in house solution to create multiple pipelines and the interface is easy to use and visually asthetic. But even for a full on heavy deployment its feature packed with eveything on your fingertips. What i really liked is i got everything from custom ppipelines to readily available best in the industry embedding models, just made a vector db for a project in less than 30min end to end. **What do you dislike about Zilliz?** It can come with a pre build pipeline structures which are ready to use, this will reduce the time even more for deployments. **What problems is Zilliz solving and how is that benefiting you?** Zilliz is providing end to end solution for vector db creation with embedding models to defining custom pipelines and endpoints to be queried from your app. ### 22. Really amazing features! **Rating:** 5.0/5.0 stars **Reviewed by:** Marko S. | Software Engineering Team Lead, Small-Business (50 or fewer emp.) **Reviewed Date:** May 30, 2024 **What do you like best about Zilliz?** I really like the fact it has helped me manage data really easily and it has provided me several tools in their dashboard that is really easy and efficient, making it easy to read for management workers, and it really effortless to integrate within our company **What do you dislike about Zilliz?** It has a quite deep learning curve for administrators that are not used to this type of product, it could be a little difficult to use if you do not have enough experience working with IT solutions, other than that, it is an amazing product **What problems is Zilliz solving and how is that benefiting you?** It has helped us solve the problem within our company to manage large databases efficiently, compared to other similar products, Zilliz really outperforms with ease of use and scalability! ### 23. Really Useful product **Rating:** 5.0/5.0 stars **Reviewed by:** Mirko S. | Manager IT, Internet, Small-Business (50 or fewer emp.) **Reviewed Date:** May 20, 2024 **What do you like best about Zilliz?** I appreciate how dependable, scalable, and quick Zilliz cloud is. Big vector data sets are supported by it. Numerous platforms and frameworks, including Pytorch and Tensorflow, are compatible with Zilliz Cloud. Additionally, it offers an easy-to-use dashboard and API for database management and monitoring. **What do you dislike about Zilliz?** Since I've been using Ziliiz for a few weeks, I haven't had many problems with it because to its simple setup and helpful customer service. If they continue to add the newest features in the next days, I think it will be more beneficial. **What problems is Zilliz solving and how is that benefiting you?** We currently use Zilliz as our secondary database because we need a vector database and it's a new technology. It handles data pretty effectively. the implementation and integration have gone well. ### 24. Best way to use AI models with Vector database **Rating:** 4.5/5.0 stars **Reviewed by:** Dishant S. | Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** January 23, 2024 **What do you like best about Zilliz?** I feeding data to AI models and when it comes to unstructured vector data, it gets harder and here Zilliz come into power their very fast data query is the best thing I love. Implementing Zilliz for the vector database using any cloud platform is just few click process. their way of using the unstructured data fasinates me so much. Whenever, I get any issue on Zilliz its blazing fast customer service makes me their fan. I do love using Zilliz cloud for my work. **What do you dislike about Zilliz?** Their UI is bit hard to understand for a begginer. **What problems is Zilliz solving and how is that benefiting you?** the biggest problem for my company that Zilliz solved is the ease of integrate other cloud platforms for vector database. It is also very easy for small to big team to easily collabrate with each other. We can create pipelines, playgrounds for testing database. Their alert feature also solves big problem in getting serious insights about the vector db. ### 25. Zilliz cloud review. **Rating:** 4.0/5.0 stars **Reviewed by:** Piyush C. | Software Developer, E-Learning, Small-Business (50 or fewer emp.) **Reviewed Date:** January 21, 2024 **What do you like best about Zilliz?** I like that Zilliz cloud is fast, scalable, and reliable. It can handle large-scale vector data. Zilliz cloud is compatible with many frameworks and platforms, such as Tensorflow, Pytorch. It also provides a user-friendly dashboard and API for managing and monitoring the database. **What do you dislike about Zilliz?** Only down side is that Zilliz cloud is still in beta and has some limitations and bugs. For example, it has some issues with stability and performance under high concurrency or heavy workload. I hope that Zilliz Cloud will improve these aspects and add more features and documentation in the future. **What problems is Zilliz solving and how is that benefiting you?** I am using Zilliz to work with Scaler's vector database. It has helped me to reduce the cost and complexity of managing and scaling the vector database, Zilliz has improved the customer experience and satisfaction, and increased the conversion rate and revenue. Implementing Zilliz into the system has been an good decision for us as a organization! ### 26. Fabulous Application for creating AI/ML application easily and quickly irrespective of size **Rating:** 4.5/5.0 stars **Reviewed by:** Siva G. | Senior Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** February 12, 2024 **What do you like best about Zilliz?** Zilliz is a very easy-to-use software. The best thing about Ziiliz is its webinars and training tutorials available on the website which give us clear insights about the latest trending and advanced technologies which can be implemented and integrated easily. **What do you dislike about Zilliz?** I have been using the Ziliiz for the past couple of weeks and I didn't face many issues with it because of its easy implementation and friendly customer care support. I feel like it will be more helpful if they add more latest features in the coming days. **What problems is Zilliz solving and how is that benefiting you?** I used to rely on many other third-party applications for managing my database. But now with the help of Zilliz, I can easily create and manage my database with the latest AI and ML technology which saves my time a lot and helps in increasing my productivity and revenue. ### 27. Great vector database **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.) **Reviewed Date:** April 19, 2024 **What do you like best about Zilliz?** It's an easy-to-use platform. It's among the best vector databases present. We have been using it for the past 6ish months to store our data. The AI integration is amazing and has highly improved our efficiency **What do you dislike about Zilliz?** The documentation needs to get more comprehensive as the current documentation has fewer examples and overall is unstructured. Since its in beta stage bugs are expected but hopefully they wont be when its in proper production stage **What problems is Zilliz solving and how is that benefiting you?** It is our secondary database as of now, we require a vector database and since its a new tech, we are using Zilliz. The data handling is quite efficient in it. Integration and implementation have been smooth as well, it's just that the bugs are worrying us. We are hoping that they will be resolved soon. Apart from that it's an amazing DBMS ### 28. My experience was smooth, flawless and effortless. **Rating:** 4.5/5.0 stars **Reviewed by:** Baraa Z. | Senior Machine Learning Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** February 17, 2024 **What do you like best about Zilliz?** What I liked most about Zilliz was the ease-of-use. The implementation was straight forward and the documentation was really helpful. Through just skimming through the documentation I was able to get a vivid sense on how I could incorporate their technologies with my projects. The team was also helpful and fast to respond to any question or concern I had. **What do you dislike about Zilliz?** The least thing was that I can't access the pricing details in the user dashboard. I could see the pricing calculator on another page, but not in the dashboard. **What problems is Zilliz solving and how is that benefiting you?** Zilliz made it easier for me to get started with vector databases and seamless for me to ride the LLM hype train and boost my skills even further in my career and learn high in-demand skills. ### 29. Intelligent data management platform! **Rating:** 5.0/5.0 stars **Reviewed by:** Sharaya S. | Account Manager, Accounting, Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2024 **What do you like best about Zilliz?** Zilliz is a special platform that facilitates my efficient development and management of data instances. when compared to other software, this one is relatively simple to use and implement. **What do you dislike about Zilliz?** Sometimes it can be stuck at times and take a long time to work. It an only one negative feeling about Zilliz product. **What problems is Zilliz solving and how is that benefiting you?** it is a real-time data processing time and analysis application that helps management make effective choices of graphs to present the data that different graphical forms. ### 30. Zilliz Cloud: Compact and resourceful vector database management **Rating:** 4.5/5.0 stars **Reviewed by:** Rokan H. | Chief Operations Officer, Small-Business (50 or fewer emp.) **Reviewed Date:** February 15, 2024 **What do you like best about Zilliz?** Great optimization alongside Milvus, easy to deploy and cluster in the production cycle, AI integration and secured cloud services for clustering vector data are the best features which I liked most about the Zilliz Cloud. **What do you dislike about Zilliz?** On the project alert dashboard section, there should be an option to sort out the critical warnings at the top. Also, there should be an option to customize the dashboard according to the needs of the users. **What problems is Zilliz solving and how is that benefiting you?** I'm using the Standard version of Zilliz Cloud. It's value for money and it is serving great for us as it has dedicate and secured cloud server, great tools to search, manage and filtering vector database, optimized Milvus and flexible deployment to work it out in larger production load. ### 31. A deep dive into high perfomance vector database **Rating:** 4.5/5.0 stars **Reviewed by:** Akhil G. | Freelancer, Small-Business (50 or fewer emp.) **Reviewed Date:** September 11, 2024 **What do you like best about Zilliz?** It supports various deployment options,integration with machine learning frame works. **What do you dislike about Zilliz?** Although it's a open source,its community might not be as extensive or matured as most of the established technoligies. **What problems is Zilliz solving and how is that benefiting you?** By handling large scale vector data efficiently its technology supports in deep analysis and insights.solutions are designed with growing data volumes making them suitable for business ### 32. I like Zilliz because of it is open-source **Rating:** 5.0/5.0 stars **Reviewed by:** Teja P. | village volunteer, Small-Business (50 or fewer emp.) **Reviewed Date:** September 12, 2024 **What do you like best about Zilliz?** Zilliz is likely Brainstormer my project ideas and opportunities to some of the my content is unique useful to develop backend developer applications **What do you dislike about Zilliz?** I didn't like the support for free users in GitHub discussion **What problems is Zilliz solving and how is that benefiting you?** I have documentation site and which needs AI search engine for ease of understanding ### 33. Zilliz review **Rating:** 4.5/5.0 stars **Reviewed by:** Himanshu S. | Business Development Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** March 18, 2024 **What do you like best about Zilliz?** zilliz is very user fiendly program. the greastest thingh about zillizis its training courses and webinars, which are accessible online and provide us with in depth knowledge of the newest, cutting edge technologies that are readily intergrated and put into practice or help 24 hours customer support. **What do you dislike about Zilliz?** the cost renewals has increased and managing the dashboard from a mobile device is challenging . the remainder of the app is complete. **What problems is Zilliz solving and how is that benefiting you?** One pf the bestthings and about zilliz cloud its low pricing options and faster output. i enjoy utilizing zilliz for navigation. ### 34. Easy working with Clusters and Pipelines **Rating:** 5.0/5.0 stars **Reviewed by:** Robert G. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 06, 2024 **What do you like best about Zilliz?** Adding multiple clusters using different cloud providers like Google Cloud, AWS and Azure is easy and great to set up. Able to create and manage the vectors in real quickly. Zilliz is a super platform for vector management. **What do you dislike about Zilliz?** Renewal pricing has been higher and the dashboard is complex to manage from mobile devices. Rest of the application is good in shape. **What problems is Zilliz solving and how is that benefiting you?** Providing the $100 Free trial for the first 30 days, it really helps developers like us to utilize the services and then learn a lot from the Zilliz dashboard and can work on it easily. Attractive UI and easy user experience making me to spend more time on zilliz dashboard. ### 35. Manage Data Instances with Zilliz Cloud Platform **Rating:** 5.0/5.0 stars **Reviewed by:** MANASA V. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 08, 2024 **What do you like best about Zilliz?** Zilliz is a unique platform that helps me to manage and create data instances quickly and it provides sample data to run the clusters. Zilliz's user friendly dashboard is simply great. **What do you dislike about Zilliz?** Providing Free $100 credit is good but it consumes more credits when the instance is running. smart optimizing towards the instance would be good. **What problems is Zilliz solving and how is that benefiting you?** Using Zilliz Cloud shows better results than any other cloud, it's obvious they use the Amazon, Google and other clouds to create the clusters. The performance of all those at one place is only with Zilliz. I recommend people to utlize this platform for improving and managing the data on the cloud. ### 36. Really easy to use software! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** May 31, 2024 **What do you like best about Zilliz?** what I like the most about Zilliz is that it offers an easy-to-use dashboard and API for database management and monitoring, also it offers training webinars and courses to develop skills to use this software **What do you dislike about Zilliz?** I do not really like the fact it sometimes is tricky to use in mobile devices, other than that, I do not have any dislikes **What problems is Zilliz solving and how is that benefiting you?** I'm utilizing Zilliz Cloud Standard edition. Because of its dedicated, secure cloud server, excellent tools for managing and searching vector databases, optimized Milvus, and flexible deployment to accommodate increased production loads, it offers tremendous value for the money and is working well for us. ### 37. "Best Revolutionizing Vector Database Solutions" **Rating:** 4.5/5.0 stars **Reviewed by:** MNV Harsha V. | Senior Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 22, 2024 **What do you like best about Zilliz?** Zilliz cloud is like a superhero for computer programs, it manages billions of vectors and empowers the applications with seamless integrations. **What do you dislike about Zilliz?** It is hard for beginners and more complex. The setup process will definitely kill most of the time but it is still the best solution in the market. **What problems is Zilliz solving and how is that benefiting you?** Compared to other tools on the internet, Zilliz is providing free $100 credit for new users and the User Interface and User Experience are simply super. One will definitely get attached to Zilliz after using it. ### 38. Great tool for analysing and managing the data **Rating:** 4.5/5.0 stars **Reviewed by:** Saurav N. | Assistant Manager, Enterprise (> 1000 emp.) **Reviewed Date:** March 01, 2024 **What do you like best about Zilliz?** Best thing about this cloud is that a person can showcase the data to the management ingraphical form which is easy to be understoof by the higher management. **What do you dislike about Zilliz?** For me its a little bit tricky tool to work on so I had to devote time to learn, gain knowledge about it and get familier to it. Hence, at times working with the data seems so complex. **What problems is Zilliz solving and how is that benefiting you?** It offers wide range of graphs so that the data can be presented in various graphical views and as it is a real-time data processing and analysibg tool so it helps management in taking decision effectively. ### 39. Zilliz Cloud's Impact on Applications **Rating:** 5.0/5.0 stars **Reviewed by:** James A. | Mid-Market (51-1000 emp.) **Reviewed Date:** January 23, 2024 **What do you like best about Zilliz?** Applications we build on Zilliz are more flexible and scalable because Zilliz cloud is like a helper for big computer jobs that easily manage the information or the vectors. Load speed is really quick. **What do you dislike about Zilliz?** Obviously, the pipelines creation is a tough part with Zilliz, but they have provided the guide document that helps us. **What problems is Zilliz solving and how is that benefiting you?** Faster production and affordable pricing plans are the best part of the Zillz Cloud. More importantly, I love the navigations while using Zilliz. ### 40. About Zilliz **Rating:** 4.5/5.0 stars **Reviewed by:** Aman S. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 05, 2024 **What do you like best about Zilliz?** This application very ease to use and implemetn is also very easy as compared to other, It is very ideal for high scalibility Data. UI s also very attractive and good to see. **What do you dislike about Zilliz?** some time it becomes hang and take so much time to operate. **What problems is Zilliz solving and how is that benefiting you?** it manage the data base and over 100B data it can save and it is more helpful as comoared to other like tontine or lifo. ### 41. revolutionizing enterprise search and analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Devashish A. | Business Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** January 21, 2024 **What do you like best about Zilliz?** > Zilliz cloud is very good at handling billions of embedding vectors, which is a nice feature. > it's great for business apps because it can handle a lot of info well. > It's simple to link up with well-known vectorizers like hugging face, open ai and more. > For ai projects, it's useful that it can connect to other systems. **What do you dislike about Zilliz?** - setting up and using zilliz cloud was quite challenging for me as someone unfamiliar with vector database and computers. **What problems is Zilliz solving and how is that benefiting you?** zilliz cloud is a strong tool for handling though data problems. It's similarity search feature works great for apps that need to match things very precisely, like voice or image recognition. ### 42. Zilliz - The Vector Database **Rating:** 4.0/5.0 stars **Reviewed by:** Paladh K. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 07, 2024 **What do you like best about Zilliz?** It provide well defined and Fully managed Vector database and this software is very easy to use and supports the AI integration which helps a lot and simplies our work. **What do you dislike about Zilliz?** The UI is not as per standard and need to be upgrade, rest all is good. **What problems is Zilliz solving and how is that benefiting you?** It offer highly scalibility and high Complaince and security which is to good be for any organizations. ### 43. One Platform for All Vector Database **Rating:** 5.0/5.0 stars **Reviewed by:** Amrithasri M. | Technical Service Executive, Enterprise (> 1000 emp.) **Reviewed Date:** January 19, 2024 **What do you like best about Zilliz?** I like its price calculator where can plan our cost of our cloud easily. Excellent search engine of any kind of data. It has good data backup ,so we can restore it again from google cloud. **What do you dislike about Zilliz?** Intial setup is somewhat difficult otherwise they are providing more updates. **What problems is Zilliz solving and how is that benefiting you?** Cost planning was difficult after using this we can estimate cost of cloud according to the size and we can resize accordingly. ### 44. Zilliz Cloud easy to use. **Rating:** 5.0/5.0 stars **Reviewed by:** Meet M. | Software Tester, Small-Business (50 or fewer emp.) **Reviewed Date:** January 31, 2024 **What do you like best about Zilliz?** 1. Easy to use and highly reliable. 2.Fast and realtime data analysis. 3. Seamless work 4. Application integration done easily without high complexity. **What do you dislike about Zilliz?** 1. Need much better UI and be user friendly. 2. Need experience in vector databases with high experience and knowledge. **What problems is Zilliz solving and how is that benefiting you?** Zilliz solves the problem of connecting and integration of apps and databases with cloud. Zilliz provide some free access for the first time in some credit you can use and work without any issues. I appreciate zilliz thay solved many problem of integration issues and vector databases management. ### 45. Simple Yet Effectice **Rating:** 4.5/5.0 stars **Reviewed by:** Scott H. | Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** April 16, 2024 **What do you like best about Zilliz?** I'm not sure what else I would do without Zilliz. Their products are incredibly simple to use, but get the job done. **What do you dislike about Zilliz?** I do not have anything negative to say about Zilliz. Their products run smooth and effectively. **What problems is Zilliz solving and how is that benefiting you?** I am able to efficiently query a database. ### 46. Easy and best ai based cloud system **Rating:** 5.0/5.0 stars **Reviewed by:** Enru W. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 13, 2024 **What do you like best about Zilliz?** Zilliz is the one of best and easy to use for unstructured data to simplify with queries. They have easy to use interface with high quality of services. **What do you dislike about Zilliz?** They have multiple features to discribe their top notch quality and make them very useable for backend engineers. **What problems is Zilliz solving and how is that benefiting you?** Best database management system to use vector database and user interface is also a very easy to understand things easily. ### 47. An Amazing Experience **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** January 24, 2024 **What do you like best about Zilliz?** Zilliz helps companies of any size to focus on building amazing products, and not having to care about managing the vectorial database. Furthermore, their UI is very easy to use, and their team is very proactive in making themselves available to help us understand better how to use the product. **What do you dislike about Zilliz?** Nothing really. I think Zilliz is very well built **What problems is Zilliz solving and how is that benefiting you?** We are building an AI systems using RAG, and we use Zilliz as the vector db. ### 48. Powerful yet approachable NaaS platform **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** February 26, 2024 **What do you like best about Zilliz?** The free trial was a great way to get hands on with the product! The key selling point to us was that Zilliz is provider agnostic, so we can work with customers in AWS, Azure, or in their own private cloud environment. **What do you dislike about Zilliz?** There is a significant learning curve for those not familiar with the latest cloud computing tools.. low code does not mean no code! **What problems is Zilliz solving and how is that benefiting you?** Managing our customers network connectivity manually. Zilliz provides this service and is reliable and flexible. ### 49. Easy to use - Zilliz **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Consulting | Mid-Market (51-1000 emp.) **Reviewed Date:** February 16, 2024 **What do you like best about Zilliz?** Its very easy to use, the amount of support and training videos provided is great. Easy implemetation anda pay as you go model make zilliz one of the best options out there. **What do you dislike about Zilliz?** I found that the dashboard is a bit hard to use on mobile, no proble on a laptop or desktop though. **What problems is Zilliz solving and how is that benefiting you?** We use zilliz to work with scalers vector database. Using zilliz has helped in managing cost and managing multiple instances in one go. ### 50. Cloud Review **Rating:** 4.5/5.0 stars **Reviewed by:** Shreya A. | Mid-Market (51-1000 emp.) **Reviewed Date:** January 21, 2024 **What do you like best about Zilliz?** It provides best solutions for cloud and activity's for other members and solutions. They also offer excellent customer support and services **What do you dislike about Zilliz?** There is nothing to dislike or compliment about this product **What problems is Zilliz solving and how is that benefiting you?** Zilliz is helping us to manage database over cloud and it has provided exceptional services fir our business opportunities - [View Zilliz pricing details and edition comparison](https://www.g2.com/products/zilliz/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-16+10%3A40%3A21+-0500&secure%5Bsession_id%5D=eef04378-4a5a-4240-bbc4-f302b2b790ce&secure%5Btoken%5D=2b6b1473460a5af3227b7ccb6a157c4a83bac02fde0001bce6ed50edadf727c7&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 ## Top Zilliz Alternatives - [Snowflake](https://www.g2.com/products/snowflake/reviews) - 4.6/5.0 (686 reviews) - [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) - 4.3/5.0 (352 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) - 4.3/5.0 (519 reviews)