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Milvus vs Oracle MySQL Cloud Service comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 23, 2025

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Milvus
Ranking in Open Source Databases
10th
Average Rating
7.4
Reviews Sentiment
7.5
Number of Reviews
5
Ranking in other categories
Vector Databases (9th)
Oracle MySQL Cloud Service
Ranking in Open Source Databases
7th
Average Rating
8.4
Reviews Sentiment
7.4
Number of Reviews
21
Ranking in other categories
Relational Databases Tools (10th)
 

Mindshare comparison

As of August 2025, in the Open Source Databases category, the mindshare of Milvus is 5.9%, up from 3.2% compared to the previous year. The mindshare of Oracle MySQL Cloud Service is 0.5%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Open Source Databases
 

Featured Reviews

Sameer Bhangale - PeerSpot reviewer
Provides quick and easy containerization, but documentation is not very user-friendly
Milvus' documentation is not very user-friendly and doesn't help me get started quickly. Chroma DB provides super user-friendly documentation, enabling new users to get started quickly. Chroma DB's setup doesn't have many dependencies, whereas Milvus usually comes with some dependencies because of the way it needs to be deployed. Unlike Milvus, it's very easy to do POCs with Chroma DB.
Raghuram K M - PeerSpot reviewer
Ideal, stable, good support and it helps with the developer console
I have used MongoDB, MySQL, and Oracle. MongoDB is entirely different. It's a NoSQL platform database, so it's totally different. It is a little bit hard to work with. The way it is organized and structured is different. But between Microsoft Azure MySQL and Oracle, they are pretty similar. * Cost: Microsoft is not a preferred platform. Their licensing is very complex and expensive. Oracle is much better. * AI: In terms of data analytics and AI, Microsoft is better. Certain complex transformations are easier to do in MSSQL. So, if you have to analyze data from a lot of different data sources, it becomes much easier. However, the usage of the particular product depends on the project. Personally, I would like to work on MySQL. But in certain cases where the application scale is very large, and custom models from certain regions of the globe prefer Microsoft, then we have to go with MSSQL. But technically, there is not much difference.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The solution is well containerized, and since containerization is quick and easy for me, I can scale it up quickly."
"Milvus offers multiple methods for calculating similarities or distances between vectors, such as L2 norm and cosine similarity. These methods help in comparing different vectors based on specific use cases. For instance, in our use case, we find that the L2 distance works best, but you can experiment with different methods to find the most suitable one for your needs."
"The best feature of Milvus was finding the closest chunk from a huge amount of data."
"Milvus has good accuracy and performance."
"I like the accuracy and usability."
"The most valuable features of the solution stem from the fact that it is flexible and is an open-source product."
"MySQL is very stable and works beautifully with large amounts of data."
"The access to a suite of management and administration tools that simplify tasks such as database provisioning, configuration, and monitoring."
"The solution overall is very, very good. It's got good integration with other databases and adds new features often."
"The product is good for tuning."
"Overall, I rate Oracle MySQL Cloud Service as a nine out of ten."
"The stability of the solution is very good. I wouldn't have used it for the past seven years if I was not satisfied."
"MySQL is a centralized RDBMS in itself, and you don't have the overkill of having the full Oracle or Microsoft SQL Server. It's ideal, and it helps with the developer console. It has three versions for developers. It's a very good tool for open source."
 

Cons

"Milvus could make it simpler. Simplifying the requirements and making it more accessible. It could be more user-friendly."
"Milvus' documentation is not very user-friendly and doesn't help me get started quickly."
"Milvus has higher resource consumption, which introduces complexity in implementation."
"I've heard that when we store too much data in Milvus, it becomes slow and does not work properly."
"The user interface is not simple."
"There might be minor improvements, however, I can’t identify any particular areas for improvement at the moment."
"The solution should offer memory management."
"Improvement could be made in the workflow, particularly when it comes to making changes or implementing certain functions."
"Integrating business intelligence or NLP solutions would help us save time and would prevent us from having to take a deep dive. Data problems seem to multiply on the system when you interact with it. Automation would save a lot of man-hours."
"The product has many bugs."
"Oracle MySQL Cloud Service's scalability is an area of concern that can be better."
"The tool’s stability must be improved."
 

Pricing and Cost Advice

"Milvus is an open-source solution."
"Milvus is an open-source solution."
"The product is expensive."
"The license is expensive."
"The solution’s paid plans are expensive."
"The product is free since it is an open-source tool."
"Oracle has a better licensing model compared to its competitors."
"While the core solution itself is not exorbitant, the support services are associated with a significant maintenance fee, often ranging from twenty to thirty percent."
"It is an open-source product."
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Top Industries

By visitors reading reviews
Computer Software Company
20%
Manufacturing Company
10%
Financial Services Firm
10%
University
8%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What do you like most about Milvus?
I like the accuracy and usability.
What needs improvement with Milvus?
Milvus could be improved how it could automatically generate insights from the data it holds. Milvus maintains embedding information and knows the relationships between data points. It would be use...
What is your primary use case for Milvus?
Milvus is primarily used in RAG, which involves retrieving relevant documents or data to augment the generation of new content. Milvus helps convert text and other data into a vector space, and the...
What do you like most about Oracle MySQL Cloud Service?
Oracle MySQL Cloud Service handles data easily.
What is your experience regarding pricing and costs for Oracle MySQL Cloud Service?
I have never paid for the full version of Oracle MySQL Cloud Service. We use the free version or the version available in RDS ( /products/amazon-rds-reviews ) from AWS ( /products/amazon-aws-review...
What needs improvement with Oracle MySQL Cloud Service?
Oracle MySQL Cloud Service should be easier to replicate and integrate into further solutions. Although it targets Linux and UNIX environments, its performance is not as optimized on Windows platfo...
 

Overview

 

Sample Customers

1. Alibaba Group 2. Tencent 3. Baidu 4. JD.com 5. Meituan 6. Xiaomi 7. Didi Chuxing 8. ByteDance 9. Huawei 10. ZTE 11. Lenovo 12. Haier 13. China Mobile 14. China Telecom 15. China Unicom 16. Ping An Insurance 17. China Life Insurance 18. Industrial and Commercial Bank of China 19. Bank of China 20. Agricultural Bank of China 21. China Construction Bank 22. PetroChina 23. Sinopec 24. China National Offshore Oil Corporation 25. China Southern Airlines 26. Air China 27. China Eastern Airlines 28. China Railway Group 29. China Railway Construction Corporation 30. China Communications Construction Company 31. China Merchants Group 32. China Evergrande Group
Omnis, Naveex, Rehash Technologies
Find out what your peers are saying about Milvus vs. Oracle MySQL Cloud Service and other solutions. Updated: July 2025.
865,384 professionals have used our research since 2012.