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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
14th
Average Rating
7.4
Reviews Sentiment
7.5
Number of Reviews
5
Ranking in other categories
Vector Databases (14th)
Oracle MySQL Cloud Service
Ranking in Open Source Databases
11th
Average Rating
8.4
Reviews Sentiment
7.4
Number of Reviews
21
Ranking in other categories
Relational Databases Tools (14th)
 

Mindshare comparison

As of August 2026, in the Open Source Databases category, the mindshare of Milvus is 4.7%, down from 5.9% compared to the previous year. The mindshare of Oracle MySQL Cloud Service is 1.9%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Open Source Databases Mindshare Distribution
ProductMindshare (%)
Oracle MySQL Cloud Service1.9%
Milvus4.7%
Other93.4%
Open Source Databases
 

Featured Reviews

Sameer Bhangale - PeerSpot reviewer
Leader, Data Science Practice at a computer software company with 5,001-10,000 employees
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.
RS
Director at Adamos Tecnologia
Efficiently manages extensive datasets with rapid connections and wide tool support
Oracle MySQL Cloud Service is easy to manage and install. It does not require a DBA for management. The connections are very fast and it supports several thousand users simultaneously without any issues. New connections do not hang server operations. As soon as new releases are put out, they work as expected. Oracle MySQL Cloud Service is supported by every vendor and tool, including architectural, integration, and generation tools, offering wide protocol support. This makes Oracle MySQL Cloud Service a valuable solution.

Quotes from Members

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

Pros

"Milvus has good accuracy and performance."
"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."
"The solution is well containerized, and since containerization is quick and easy for me, I can scale it up quickly."
"I like the accuracy and usability."
"The most valuable aspect of the product is data migration."
"The simplicity of the solution is very good; it's a straightforward solution and makes for a very good cloud option."
"The initial setup was straightforward."
"Having multiple reliable databases has improved our business greatly because having a robust database is so integral to the company in general."
"The product is easy to learn."
"The stability of the solution is very good. I wouldn't have used it for the past seven years if I was not satisfied."
"Oracle MySQL Cloud Service is easy to manage and install."
"The solution overall is very, very good. It's got good integration with other databases and adds new features often."
 

Cons

"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."
"Milvus could make it simpler. Simplifying the requirements and making it more accessible. It could be more user-friendly."
"MySQL should have some kind of native query browser. If it could come with a built-in connector."
"Relational databases, in general, are not known to be as scalable as NoSQL databases."
"There might be minor improvements, however, I can’t identify any particular areas for improvement at the moment."
"There could be improvements, particularly in Firebird, where the indexing is limited to just a single B-tree index, leading to poor performance for large-scale queries."
"There could be more courses where the people could learn more easily how to use the tool."
"It requires a significant amount of expertise and effort to manage, especially when dealing with substantial volumes of data."
"The technical support is in need of improvement."
"Sometimes MySQL does upgrades on the server. When we are still using the old server and when they integrate the upgrade, they don't carry along some of the old syntaxes. The versions don't sync."
 

Pricing and Cost Advice

"Milvus is an open-source solution."
"Milvus is an open-source solution."
"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."
"The product is expensive."
"The product is free since it is an open-source tool."
"The solution’s paid plans are expensive."
"It is an open-source product."
"The license is expensive."
report
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909,647 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Computer Software Company
12%
Financial Services Firm
9%
Manufacturing Company
9%
University
8%
Comms Service Provider
13%
Financial Services Firm
10%
Construction Company
8%
Outsourcing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise1
Large Enterprise12
 

Questions from the Community

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 advice do you have for others considering Milvus?
Milvus works well for various use cases and is quite flexible in terms of deployment. For on-premises deployment, you can use the open-source version with Docker. The system requirements are relati...
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...
What is your primary use case for Oracle MySQL Cloud Service?
I work in finance, financial services, banking, and financial services.
 

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: August 2026.
909,647 professionals have used our research since 2012.