Faiss vs PostgreSQL comparison

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Meta Logo
681 views|639 comparisons
100% willing to recommend
PostgreSQL Logo
12,951 views|10,477 comparisons
96% willing to recommend
Comparison Buyer's Guide
Executive Summary

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

Find out what your peers are saying about Oracle, PostgreSQL, Firebird and others in Open Source Databases.
To learn more, read our detailed Open Source Databases Report (Updated: April 2024).
771,212 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 product has better performance and stability compared to one of its competitors.""I used Faiss as a basic database."

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"The solution has many valuable features such as it easy to use and the interface is intuitive.""We managed to reduce the storage space needed to 10% of the original size, without affecting data integrity, and we significantly improved the performance.""The tool is user-friendly.""It is very scalable and comes with a bonus: no licensing issues as you scale with your databases.""What I like is that it's quite powerful in terms of performance.""It is very simple to manage.""It is easy to use.""This is an open-source solution, operates at a high speed, and supports more than one SQL language."

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Cons
"It would be beneficial if I could set a parameter and see different query mechanisms being run.""It could be more accessible for handling larger data sets."

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"The solution could improve the integration.""PostgreSQL doesn't have a feature for temporal SQL, which is useful for gathering versions of data. This feature should be included in PostgreSQL. This feature is available in MariaDB, SQL Server, Oracle Database, and DB2.""PostgreSQL is a stable system, but from a security point of view, it still needs improvement.""A better graphic user-interface would be nice to see.""We often find the solution's datetime datatype challenging.""It needs more integration.""It would be great if the solution offered even more integration capabilities.""They need to have a better graphical interface. There is a tool called pgAdmin 4 that they use, which is free. It is written in Java, and it is slow. They need to have a better product that is similar to Toad for Oracle, but, of course, it is hard to get something that's really great and free. Other than that, it is great."

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Pricing and Cost Advice
  • "It is an open-source tool."
  • "Faiss is an open-source solution."
  • More Faiss Pricing and Cost Advice →

  • "Affordable solution."
  • "It is free. There is no license on it."
  • "It is also open-source so it is free."
  • "PostgreSQL is a free and open-source database."
  • "It is free, but if you need support, you can go for the commercial version called EnterpriseDB. They provide paid support, and they can even do hosting for you if you want standby and support."
  • "It is open-source. If you use it on-premise, it is free. It also has enterprise or commercial versions. If you go for the cloud version, there will be a cost, but it is lower than Oracle or Microsoft."
  • "The solution requires a license."
  • "We do not pay for licensing."
  • More PostgreSQL Pricing and Cost Advice →

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    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 »
    Top Answer:PostgreSQL was designed in a way that provides you with not only a high degree of flexibility but also offers you a cheap and easy-to-use solution. It gives you the ability to redesign and audit your… more »
    Top Answer:It's a transactional database, so we use Postgres for most of our reporting. That's where it's helping.
    Top Answer:Our company pays for it. There are free versions available, but for advanced features, you obviously have to pay.
    Ranking
    12th
    Views
    681
    Comparisons
    639
    Reviews
    1
    Average Words per Review
    218
    Rating
    7.0
    2nd
    Views
    12,951
    Comparisons
    10,477
    Reviews
    7
    Average Words per Review
    368
    Rating
    8.9
    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.
    MongoDB logo
    Compared 2% of the time.
    Firebird SQL logo
    Compared 37% of the time.
    MySQL logo
    Compared 17% of the time.
    MariaDB logo
    Compared 14% of the time.
    Percona Server logo
    Compared 1% of the time.
    Learn More
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    PostgreSQL
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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.

    PostgreSQL is a versatile and reliable database management system commonly used for web development, data analysis, and building scalable databases. 

    It offers advanced features like indexing, replication, and transaction management. Users appreciate its flexibility, performance, and ability to handle large amounts of data efficiently. Its robustness, scalability, and support for complex queries make it highly valuable. 

    Additionally, PostgreSQL's extensibility, flexibility, community support, and frequent updates contribute to its ongoing improvement and stability.

    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. Apple 2. Cisco 3. Fujitsu 4. Instagram 5. Netflix 6. Red Hat 7. Sony 8. Uber 9. Cisco Systems 10. Skype 11. LinkedIn 12. Etsy 13. Yelp 14. Reddit 15. Dropbox 16. Slack 17. Twitch 18. WhatsApp 19. Snapchat 20. Shazam 21. SoundCloud 22. The New York Times 23. Cisco WebEx 24. Atlassian 25. Cisco Meraki 26. Heroku 27. GitLab 28. Zalando 29. OpenTable 30. Trello 31. Square Enix 32. Bloomberg
    Top Industries
    VISITORS READING REVIEWS
    Computer Software Company20%
    Financial Services Firm14%
    Manufacturing Company8%
    University8%
    REVIEWERS
    Computer Software Company14%
    Comms Service Provider13%
    Financial Services Firm9%
    University8%
    VISITORS READING REVIEWS
    Computer Software Company15%
    Comms Service Provider11%
    Financial Services Firm10%
    Government7%
    Company Size
    VISITORS READING REVIEWS
    Small Business24%
    Midsize Enterprise11%
    Large Enterprise65%
    REVIEWERS
    Small Business45%
    Midsize Enterprise20%
    Large Enterprise35%
    VISITORS READING REVIEWS
    Small Business27%
    Midsize Enterprise14%
    Large Enterprise59%
    Buyer's Guide
    Open Source Databases
    April 2024
    Find out what your peers are saying about Oracle, PostgreSQL, Firebird and others in Open Source Databases. Updated: April 2024.
    771,212 professionals have used our research since 2012.

    Faiss is ranked 12th in Open Source Databases with 2 reviews while PostgreSQL is ranked 2nd in Open Source Databases with 123 reviews. Faiss is rated 8.0, while PostgreSQL is rated 8.4. The top reviewer of Faiss writes "Provides quick query search and has a big database". On the other hand, the top reviewer of PostgreSQL writes " Real-time data capture optimizes database performance but Views create problems". Faiss is most compared with Chroma, Elastic Search, Qdrant, Pinecone and MongoDB, whereas PostgreSQL is most compared with Firebird SQL, EDB Postgres Advanced Server, MySQL, MariaDB and Percona Server.

    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.