Faiss vs PostgreSQL comparison

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568 views|529 comparisons
100% willing to recommend
PostgreSQL Logo
13,216 views|10,655 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, 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:
Pros
"The product has better performance and stability compared to one of its competitors."

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"The tool is user-friendly.""The PostgreSQL database is similar to the SQL Server but has a slightly different technology that has similar resources as well. If the customer has the confidence using SQL Server, they will be fairly comfortable using this solution.""The performance is good.""The solution is quite stable.""The database has excellent performance.""It is very scalable and comes with a bonus: no licensing issues as you scale with your databases.""PostgreSQL is very powerful, easy to manage, and has many features.""The most valuable features are the price, stability, it is scalable and is used by our clients in small business environments, and it is a simple product to use."

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Cons
"It could be more accessible for handling larger data sets."

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"It could be improved by using parallelization. You want basically, distributed computing.""The search option is not very good.""The pricing could be better.""It needs more integration.""When you get a large number of records in a database and start doing various queries, it can adversely impact the performance of the live running systems. That's an area we continue to look at and mean to improve, but it is not only because of PostgreSQL. It is also because of the way the schemas are put together, and certain events are triggered. So, it is because of both parties.""It would be great if the solution offered even more integration capabilities.""We often find the solution's datetime datatype challenging.""The user interface for the clients could be easier to use as they are small businesses. From a technical support perspective, the documentation could be improved."

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Pricing and Cost Advice
  • "It is an open-source tool."
  • 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:We often use PostgreSQL for operations monitoring because we are a manufacturing company.
    Ranking
    11th
    Views
    568
    Comparisons
    529
    Reviews
    1
    Average Words per Review
    218
    Rating
    7.0
    2nd
    Views
    13,216
    Comparisons
    10,655
    Reviews
    6
    Average Words per Review
    381
    Rating
    8.8
    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 36% of the time.
    MySQL logo
    Compared 17% of the time.
    MariaDB logo
    Compared 15% of the time.
    Percona Server logo
    Compared 1% of the time.
    Learn More
    Meta
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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 Provider12%
    Financial Services Firm10%
    Manufacturing Company7%
    Company Size
    VISITORS READING REVIEWS
    Small Business24%
    Midsize Enterprise9%
    Large Enterprise67%
    REVIEWERS
    Small Business45%
    Midsize Enterprise20%
    Large Enterprise35%
    VISITORS READING REVIEWS
    Small Business27%
    Midsize Enterprise14%
    Large Enterprise59%
    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 PostgreSQL is ranked 2nd in Open Source Databases with 120 reviews. Faiss is rated 7.0, while PostgreSQL is rated 8.6. The top reviewer of Faiss writes "Works efficiently with smaller data sets, there could be an integration with automated products ". On the other hand, the top reviewer of PostgreSQL writes " A scalable and stable database for transactional purposes". 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.