Milvus vs Redis comparison

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The Milvus Project Logo
768 views|685 comparisons
100% willing to recommend
RedisLabs Logo
587 views|516 comparisons
100% willing to recommend
Comparison Buyer's Guide
Executive Summary

We performed a comparison between Milvus and Redis based on real PeerSpot user reviews.

Find out what your peers are saying about Elastic, Meta, Chroma and others in Vector Databases.
To learn more, read our detailed Vector Databases Report (Updated: April 2024).
768,886 professionals have used our research since 2012.
Featured Review
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 has good accuracy and performance."

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"It makes operations more efficient. The information processing is very fast, and very responsive. It's all about the technology.""The most valuable features of Redis are its ease of use and speed. It does not have access to the disc and it is fast.""The solution's technical support team is good...The solution's initial setup process was straightforward.""The product offers fast access to my database.""The in-memory data makes it fast.""The online interface is very fast and easy to use.""Redis is a simple, powerful, and fast solution."

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Cons
"Milvus has higher resource consumption, which introduces complexity in implementation.""Milvus' documentation is not very user-friendly and doesn't help me get started quickly."

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"The development of clusters could improve. Additionally, it would be helpful if it was integrated with Amazon AWS or Google Cloud.""In future releases, I would like Redis to provide its users with an option like schema validation. Currently, the solution lacks to offer such functionality.""There is a lack of documentation on the scalability of the solution.""The only thing is the lack of a GUI application. There was a time when we needed to resolve an issue in production. If we had a GUI, it would have been easier.""The initial setup took some time as our technical team needed to familiarize themselves with Redis.""I would prefer it if there was more information available about Redis. That would make it easier for new beginners. Currently, there is a lack of resources.""Sometimes, we use Redis as a cluster, and the clusters can sometimes suffer some issues and bring some downtime to your application."

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Pricing and Cost Advice
  • "Milvus is an open-source solution."
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  • "Redis is an open-source solution. There are not any hidden fees."
  • "Redis is not an overpriced solution."
  • "Redis is an open-source product."
  • "We saw an ROI. It made the processing of our transactions faster."
  • More Redis Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:Milvus has good accuracy and performance.
    Top Answer:Milvus has more overhead than other solutions especially with etcd setup and is too heavy for our use cases. Milvus has higher resource consumption, which introduces complexity in implementation.
    Top Answer:I use Milvus mostly for text processing and natural language processing.
    Top Answer:Redis is a simple, powerful, and fast solution.
    Top Answer:Sometimes, we use Redis as a cluster, and the clusters can sometimes suffer some issues and bring some downtime to your application.
    Top Answer:Sometimes, Redis is used as a cache and sometimes as the main database.
    Ranking
    7th
    out of 21 in Vector Databases
    Views
    768
    Comparisons
    685
    Reviews
    1
    Average Words per Review
    297
    Rating
    7.0
    4th
    out of 21 in Vector Databases
    Views
    587
    Comparisons
    516
    Reviews
    7
    Average Words per Review
    282
    Rating
    8.7
    Comparisons
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    LanceDB logo
    Compared 13% of the time.
    ClickHouse logo
    Compared 4% of the time.
    Google Cloud Memorystore logo
    Compared 25% of the time.
    Amazon SQS logo
    Compared 23% of the time.
    ActiveMQ logo
    Compared 6% of the time.
    Chroma logo
    Compared 6% of the time.
    IBM MQ logo
    Compared 2% of the time.
    Also Known As
    Redis Enterprise
    Learn More
    The Milvus Project
    Video Not Available
    Overview

    Milvus is a powerful tool for efficiently storing and retrieving large-scale vectors or embeddings. It is widely used in applications such as similarity search, recommendation systems, image and video retrieval, and natural language processing. 

    With its fast and accurate search capabilities, scalability, and support for multiple programming languages, Milvus is suitable for a wide range of industries and use cases. 

    Users appreciate its efficient search capabilities, ability to handle large-scale data, support for various data types, and user-friendly interface. 

    Milvus enables easy retrieval of information from vast datasets, regardless of the data format, and is praised for its high performance and scalability. The intuitive and easy-to-use interface is also highlighted as a valuable aspect of the platform.

    Redis is a high-performance, scalable, and easy-to-use caching solution that improves application performance. It is also used for session management, real-time analytics, and as a message broker. 

    Redis's valuable features include its ability to handle large amounts of data quickly, its simplicity and straightforward setup process, and its support for various data structures, providing flexibility for different use cases.

    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
    1. Twitter 2. GitHub 3. StackOverflow 4. Pinterest 5. Snapchat 6. Craigslist 7. Digg 8. Weibo 9. Airbnb 10. Uber 11. Slack 12. Trello 13. Shopify 14. Coursera 15. Medium 16. Twitch 17. Foursquare 18. Meetup 19. Kickstarter 20. Docker 21. Heroku 22. Bitbucket 23. Groupon 24. Flipboard 25. SoundCloud 26. BuzzFeed 27. Disqus 28. The New York Times 29. Walmart 30. Nike 31. Sony 32. Philips
    Top Industries
    VISITORS READING REVIEWS
    Computer Software Company26%
    Manufacturing Company13%
    Financial Services Firm10%
    Educational Organization8%
    VISITORS READING REVIEWS
    Financial Services Firm18%
    Computer Software Company15%
    Manufacturing Company9%
    Educational Organization8%
    Company Size
    VISITORS READING REVIEWS
    Small Business21%
    Midsize Enterprise11%
    Large Enterprise68%
    REVIEWERS
    Small Business71%
    Large Enterprise29%
    VISITORS READING REVIEWS
    Small Business21%
    Midsize Enterprise12%
    Large Enterprise68%
    Buyer's Guide
    Vector Databases
    April 2024
    Find out what your peers are saying about Elastic, Meta, Chroma and others in Vector Databases. Updated: April 2024.
    768,886 professionals have used our research since 2012.

    Milvus is ranked 7th in Vector Databases with 2 reviews while Redis is ranked 4th in Vector Databases with 7 reviews. Milvus is rated 6.6, while Redis is rated 8.8. The top reviewer of Milvus writes "Provides quick and easy containerization, but documentation is not very user-friendly". On the other hand, the top reviewer of Redis writes "A solution that can benefit both user and customer-facing applications while effectively preventing potential lag in the user-facing application". Milvus is most compared with Elastic Search, Faiss, Chroma, LanceDB and ClickHouse, whereas Redis is most compared with Google Cloud Memorystore, Amazon SQS, ActiveMQ, Chroma and IBM MQ.

    See our list of best Vector Databases vendors.

    We monitor all Vector Databases reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.