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Faiss vs SQLite 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
Average Rating
8.0
Reviews Sentiment
3.3
Number of Reviews
3
Ranking in other categories
Vector Databases (5th)
SQLite
Ranking in Open Source Databases
13th
Average Rating
7.2
Reviews Sentiment
5.5
Number of Reviews
8
Ranking in other categories
Embedded Database (1st)
 

Mindshare comparison

As of September 2025, in the Open Source Databases category, the mindshare of Faiss is 3.7%, down from 4.3% compared to the previous year. The mindshare of SQLite is 5.4%, up from 3.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Open Source Databases Market Share Distribution
ProductMarket Share (%)
Faiss3.7%
SQLite5.4%
Other90.9%
Open Source Databases
 

Featured Reviews

Kalindu Sekarage - PeerSpot reviewer
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.
Neeraj Tiwari - PeerSpot reviewer
Pretty easy to execute my SQL queries but issues while uploading and importing my dataset
It was a bit easy to use compared to other tools. It's simple. I found it pretty easy to execute my SQL queries. Since I was a beginner, it was comfortable for me to learn SQL using SQLite. However, when I used it for my professional work and for my assignments, I found some complications. Maybe I'm not proficient with it, that's why. The main benefit for me was learning. Since I was new to SQL, SQLite helped me understand how to work with structured data.

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."
"I use Flutter Technology with the JSF plugin."
"The product is lightweight and highly scalable."
"It was a bit easy to use compared to other tools. It's simple. I found it pretty easy to execute my SQL queries."
"SQLite’s most valuable feature is the ability to store granular-level backups of databases."
"I haven't encountered any problems in my use cases. So, it has been a stable product for me."
"Sometimes, you want data to persist within the app even when there's no internet connectivity. To avoid showing blank screens, we can use SQLite to store data locally and then sync it with the cloud database when connectivity is restored."
 

Cons

"It would be beneficial if I could set a parameter and see different query mechanisms being run."
"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 could be more accessible for handling larger data sets."
"There are some difficulties on the server side. When syncing data with databases like SQL Server or Oracle, SQLite requires a kind of double effort."
"It could have a user-friendly GUI and better intelligence features."
"I primarily use SQLite for small-scale applications due to its limitations in storing large amounts of data. For larger-scale projects, I typically opt for MySQL or other alternatives. Storing a large number of dates in SQLite can significantly impact its performance."
"The performance could be better."
"Compared to other tools, the performance was less effective than that of Microsoft Access."
"A potential drawback is that the database file stored within the application's local storage could be accessible to users."
 

Pricing and Cost Advice

"Faiss is an open-source solution."
"It is an open-source tool."
"It's not expensive."
"The tool is open-source."
"I rate the product’s pricing a six out of ten."
"It's a good value."
report
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Top Industries

By visitors reading reviews
Computer Software Company
18%
Financial Services Firm
14%
Manufacturing Company
8%
Educational Organization
8%
Computer Software Company
15%
Comms Service Provider
13%
Financial Services Firm
11%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise1
Large Enterprise3
 

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...
What do you like most about SQLite?
It was a bit easy to use compared to other tools. It's simple. I found it pretty easy to execute my SQL queries.
What needs improvement with SQLite?
There were some complications. For example, you have to upload the dataset into SQLite, and once it's uploaded, you might find difficulties working with it.
 

Comparisons

 

Overview

 

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
Oracle, Bloomberg, Bentley, Mozilla
Find out what your peers are saying about Faiss vs. SQLite and other solutions. Updated: September 2025.
867,370 professionals have used our research since 2012.