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Faiss vs PostgreSQL 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

Faiss
Ranking in Open Source Databases
12th
Ranking in Vector Databases
9th
Average Rating
8.0
Reviews Sentiment
3.3
Number of Reviews
3
Ranking in other categories
No ranking in other categories
PostgreSQL
Ranking in Open Source Databases
2nd
Ranking in Vector Databases
8th
Average Rating
8.4
Reviews Sentiment
7.3
Number of Reviews
126
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of March 2026, in the Open Source Databases category, the mindshare of Faiss is 3.8%, down from 5.3% compared to the previous year. The mindshare of PostgreSQL is 14.4%, down from 18.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Open Source Databases Mindshare Distribution
ProductMindshare (%)
PostgreSQL14.4%
Faiss3.8%
Other81.8%
Open Source Databases
 

Featured Reviews

Kalindu Sekarage - PeerSpot reviewer
Senior Software Engineer
Integration improves accuracy and supports token-level embedding
The best features FAISS offers for my team include seamless integration with Colbert and the ability to use FAISS via the Ragatouille framework, which is tailor-made for using the Colbert model. Feature-wise, FAISS allows for more accurate result retrieval, and retrieval speed is also good when comparing the index size. Regarding features, I also emphasize that the usability of FAISS is very seamless, particularly its integration with Colbert and Ragatouille. FAISS has positively impacted my organization by helping us increase the accuracy of retrieval documents; when we store documents in token-level embedding, the accuracy will be high. Additionally, we do not need any external server to host FAISS, allowing us to integrate it with our backend framework, making it a very flexible framework.
Ece Ece - PeerSpot reviewer
Software developer at Student
Reliable transactions and rich features have powered real time collaboration and faster development
PostgreSQL fully supports ACID transactions, including atomicity, consistency, isolation, and durability, which are some of the best features it offers in my experience. It also supports multiple index types, such as B-tree, Gin, Gist, and BRIN, and provides JSON and JSONB support, which is used to query semi-structured data. PostgreSQL uses Multi-Version Concurrency Control, which allows multiple users to read and write simultaneously. For extensibility, PostgreSQL allows extensions such as PostGIS and pg_trgm, which are truly useful. PostgreSQL improves reliability, performance, and scalability in production. Since it is ACID compliant, it ensures that database transactions are safe and consistent, preventing partial data updates, maintaining data integrity, and allowing multiple users to read or write data simultaneously using MVCC. Features such as foreign keys, constraints, and triggers impact data consistency by preventing invalid data. It supports read replicas, partitioning, and horizontal scaling for scalability. PostgreSQL has been very stable in my experience, handling concurrent requests reliably while maintaining data consistency with ACID transactions and accommodating concurrent users with strong data integrity, making it mature and widely used in production systems. Using PostgreSQL with Prisma allows faster development because schema migrations are automated and type-safe queries reduce the time I spend fixing database bugs, allowing me to focus more on building features while improving collaboration between developers due to a well-defined relational schema. Migration tools keep everyone's database schema synchronized, which allows multiple developers to work on backend features without conflicts. It has a rich feature set, supporting advanced features such as window functions, common table expressions (CTEs), and full-text search, with the flexibility of supporting both JSON and relational data, meaning it can behave as both a relational database and a document database. Extensibility allows PostgreSQL to add new capabilities while maintaining a strong ecosystem that integrates easily with modern backend stacks such as Node.js, Docker, and Prisma.

Quotes from Members

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

Pros

"I used Faiss as a basic database."
"The product has better performance and stability compared to one of its competitors."
"The product is easy to use and works fast for relational databases."
"PostgreSQL is very powerful, easy to manage, and has many features."
"The community support and the open-source community for it are good."
"It has completely met our needs. It works, and it is robust. We haven't had any problems with what PostgreSQL does for us and the way it does it. That's why we've been using it for so long. We understand it, and it does the job."
"It is a pretty comprehensive database system. Its performance is good, and it does what it is supposed to do. It also integrates very well."
"We are able to create many different types of jobs and items with this solution making it one of the most valuable features."
"It's a transactional database, so we use Postgres for most of our reporting. That's where it's helping."
"The solution is open-source and free to use."
 

Cons

"One of the drawbacks of Faiss is that it works only in-memory. If it could provide separate persistent storage without relying on in-memory, it would reduce the overhead."
"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."
"It would be good to have machine learning functionality in this solution, similar to Microsoft SQL Server and other solutions. Machine learning capability for a basic level or a common user would be useful. It can also have good reporting capabilities."
"PostgreSQL is a stable system, but from a security point of view, it still needs improvement."
"It would be great if the solution offered even more integration capabilities."
"There are several features I would like to improve that aren't working as expected. It's likely that the latest version is doing something that was missed in the previous versions. For example, the output parameters — the stored procedures — is something new in PostgreSQL that Firebird has already had for a long time."
"Sometimes, it becomes slow because of the network. So, there is room for improvement in performance."
"I don't think PostgreSQL supports bulk databases, so it needs to have more capabilities in terms of managing the bulk data."
"They need to improve the user experience of the management."
"The price could be better."
 

Pricing and Cost Advice

"It is an open-source tool."
"Faiss is an open-source solution."
"It is open source. There is no licensing."
"It is free. There is no license on it."
"PostgreSQL is a free and open-source database."
"We are using the free version of PostgreSQL."
"The need for our customers to pay for licences is contingent on their projects and budgets."
"The tool is cheaply priced compared to other RDBMS providers in the market."
"It could be much cheaper. If you would like to build an application on Amazon today, PostgreSQL is the standard database with Redshift. If you want other databases, you can add them, but PostgreSQL is the basis of everything. It's a question of money, that's it."
"We use the open-source version of PostgreSQL and not the enterprise edition."
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Computer Software Company
14%
Manufacturing Company
10%
Comms Service Provider
8%
Computer Software Company
12%
Financial Services Firm
11%
Comms Service Provider
9%
Manufacturing Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business57
Midsize Enterprise27
Large Enterprise46
 

Questions from the Community

What do you like most about Faiss?
I used Faiss as a basic database.
What is your experience regarding pricing and costs for Faiss?
I did not purchase FAISS through the AWS Marketplace because FAISS is an open-source product. My experience with pricing, setup cost, and licensing is straightforward, as there is no cost for acqui...
What needs improvement with Faiss?
I currently do not think there is anything to be improved based on our experience, as Faiss performs as we expected for our workflow. I would like to see improvement in the fact that FAISS currentl...
How does Firebird SQL compare with PostgreSQL?
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 yo...
What do you like most about PostgreSQL?
It's a transactional database, so we use Postgres for most of our reporting. That's where it's helping.
What is your experience regarding pricing and costs for PostgreSQL?
The tool is free of cost. For now, it's not about making money. But once we perfect it, we can offer it to customers willing to pay for support and other services. Most of my deployments are free.
 

Comparisons

 

Overview

 

Sample Customers

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Find out what your peers are saying about Faiss vs. PostgreSQL and other solutions. Updated: March 2026.
884,328 professionals have used our research since 2012.