We performed a comparison between Faiss and MongoDB based on real PeerSpot user reviews.
Find out in this report how the two Open Source Databases solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI."The product has better performance and stability compared to one of its competitors."
"I used Faiss as a basic database."
"My impression is that the initial setup is straightforward."
"The reports are useful for controlling the load of our whole architecture."
"It is convenient to use because we can do manipulations with the JSON data that we get. There are also a lot of joins and associations with MongoDB, which makes it easy to use for us."
"It is very fast - faster than an SQL or MySQL Server."
"It is really a pretty easy product to use. It's very reliable, it's proven."
"We find the query and speed very valuable."
"The aggregation framework is really good, allowing a developer to build very complex queries."
"Easier to maintain the data with its document-based storage."
"It could be more accessible for handling larger data sets."
"It would be beneficial if I could set a parameter and see different query mechanisms being run."
"The auto transaction feature is something that I found a little bit problematic. If we want to run two or three transactions at a time, we get write conflicts. So, it becomes really difficult when concurrency comes into the picture."
"Our program developer finds it to be a little unstable, development-wise."
"There can be stability issues."
"The analytics needs improvement."
"The scalability of the solution has room for improvement."
"MongoDB could be more secure."
"The user interface is not as friendly as Oracle, which is something that can be improved."
"Simplifying the aggregation framework would be an improvement."
Faiss is ranked 11th in Open Source Databases with 2 reviews while MongoDB is ranked 5th in Open Source Databases with 70 reviews. Faiss is rated 8.0, while MongoDB is rated 8.2. The top reviewer of Faiss writes "Provides quick query search and has a big database". On the other hand, the top reviewer of MongoDB writes "Lightweight with good flexibility and very fast performance for searching data". Faiss is most compared with Chroma, Elastic Search, Qdrant, Pinecone and Cassandra, whereas MongoDB is most compared with InfluxDB, Couchbase, ScyllaDB, Cassandra and Qdrant. See our Faiss vs. MongoDB report.
See our list of best Open Source Databases vendors.
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