Faiss vs OpenSearch comparison

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568 views|529 comparisons
100% willing to recommend
OpenSearch Project Logo
349 views|342 comparisons
Comparison Buyer's Guide
Executive Summary

We performed a comparison between Faiss and OpenSearch based on real PeerSpot user reviews.

Find out what your peers are saying about Oracle, PostgreSQL, MariaDB and others in Open Source Databases.
To learn more, read our detailed Open Source Databases Report (Updated: March 2024).
768,857 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:
Pricing and Cost Advice
  • "It is an open-source tool."
  • More Faiss Pricing and Cost Advice →

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    Use our free recommendation engine to learn which Open Source Databases solutions are best for your needs.
    768,857 professionals have used our research since 2012.
    Questions from the Community
    Top Answer:The product has better performance and stability compared to one of its competitors.
    Top Answer:We need to build many tools to streamline its integration into production environments. All the embeddings are saved in a particular location. We have to load them and start with the search in case of… more »
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    Earn 20 points

    Ranking
    11th
    Views
    568
    Comparisons
    529
    Reviews
    1
    Average Words per Review
    218
    Rating
    7.0
    14th
    Views
    349
    Comparisons
    342
    Reviews
    0
    Average Words per Review
    0
    Rating
    N/A
    Comparisons
    Chroma logo
    Compared 31% of the time.
    Elastic Search logo
    Compared 14% of the time.
    Qdrant logo
    Compared 12% of the time.
    Pinecone logo
    Compared 11% of the time.
    Redis logo
    Compared 7% of the time.
    Pinecone logo
    Compared 32% of the time.
    Milvus logo
    Compared 11% of the time.
    Redis logo
    Compared 11% of the time.
    PostgreSQL logo
    Compared 9% of the time.
    Chroma logo
    Compared 6% of the time.
    Learn More
    Meta
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    Overview

    Faiss is a powerful library for efficient similarity search and nearest neighbor retrieval in large-scale datasets. It is widely used in image and text processing, recommendation systems, and natural language processing. 

    Users appreciate its speed, scalability, and ability to handle high-dimensional data effectively. Faiss also offers easy integration and extensive support for different programming languages. 

    Its valuable features include efficient search capabilities, support for large-scale datasets, various similarity measures, easy integration, and comprehensive documentation and community support.

    OpenSearch is a powerful search tool that enhances search capabilities and improves data analysis. It is used for indexing and searching large volumes of data, enabling real-time monitoring and analysis, and integrating with various applications and systems. 

    OpenSearch is suitable for both small-scale and enterprise-level deployments, offering flexibility and scalability. Its valuable features include robust search capabilities, an efficient indexing system, customizable dashboards, seamless integration, extensive documentation, and support. 

    The open-source nature of OpenSearch fosters a vibrant community and frequent updates, ensuring continuous improvement and innovation.

    Sample Customers
    1. Facebook 2. Airbnb 3. Pinterest 4. Twitter 5. Microsoft 6. Uber 7. LinkedIn 8. Netflix 9. Spotify 10. Adobe 11. eBay 12. Dropbox 13. Yelp 14. Salesforce 15. IBM 16. Intel 17. Nvidia 18. Qualcomm 19. Samsung 20. Sony 21. Tencent 22. Alibaba 23. Baidu 24. JD.com 25. Rakuten 26. Zillow 27. Booking.com 28. Expedia 29. TripAdvisor 30. Rakuten 31. Rakuten Viber 32. Rakuten Ichiba
    1. Amazon 2. Netflix 3. Yelp 4. Adobe 5. IBM 6. Microsoft 7. Cisco 8. Oracle 9. Salesforce 10. eBay 11. Spotify 12. Airbnb 13. Twitter 14. LinkedIn 15. Pinterest 16. Slack 17. Dropbox 18. Expedia 19. Uber 20. Lyft 21. Square 22. Zillow 23. Reddit 24. Hulu 25. Twitch 26. Booking.com 27. Etsy 28. Groupon 29. StubHub 30. TripAdvisor 31. Wayfair 32. Zappos
    Top Industries
    VISITORS READING REVIEWS
    Computer Software Company20%
    Financial Services Firm14%
    Manufacturing Company8%
    University8%
    VISITORS READING REVIEWS
    Computer Software Company16%
    Financial Services Firm14%
    Manufacturing Company7%
    Educational Organization7%
    Company Size
    VISITORS READING REVIEWS
    Small Business24%
    Midsize Enterprise9%
    Large Enterprise67%
    VISITORS READING REVIEWS
    Small Business18%
    Midsize Enterprise15%
    Large Enterprise67%
    Buyer's Guide
    Open Source Databases
    March 2024
    Find out what your peers are saying about Oracle, PostgreSQL, MariaDB and others in Open Source Databases. Updated: March 2024.
    768,857 professionals have used our research since 2012.

    Faiss is ranked 11th in Open Source Databases with 1 review while OpenSearch is ranked 14th in Open Source Databases. Faiss is rated 7.0, while OpenSearch is rated 0.0. The top reviewer of Faiss writes "Works efficiently with smaller data sets, there could be an integration with automated products ". On the other hand, Faiss is most compared with Chroma, Elastic Search, Qdrant, Pinecone and Redis, whereas OpenSearch is most compared with Pinecone, Milvus, Redis, PostgreSQL and Chroma.

    See our list of best Open Source Databases vendors and best Vector Databases vendors.

    We monitor all Open Source 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.