We performed a comparison between Cassandra and Chroma based on real PeerSpot user reviews.
Find out what your peers are saying about Elastic, Meta, Chroma and others in Vector Databases."The use of Cassandra in real-time data analytics has been pivotal for our e-commerce platform. As our platform operates 24/7, providing services to sellers and customers alike, the need for real-time updates is paramount."
"The most valuable feature of Cassandra is its fast retrieval. Additionally, the solution can handle large amounts of data. It is the quickest application we use."
"The time series data was one of the best features along with auto publishing."
"Can achieve continuous data without a single downtime because of node to node ring architecture."
"I am getting much better performance than relational databases."
"Cassandra is good. It's better than CouchDB, and we are using it in parallel with CouchDB. Cassandra looks better and is more user-friendly."
"The technical evaluation is very good."
"The most valuable features of Cassandra are the NoSQL database, high performance, and zero-copy streaming."
"The solution's most valuable feature is its documentation, which allows new users to easily learn, deploy, and use it."
"The disc space is lacking. You need to free it up as you are working."
"The initial setup of Cassandra can be difficult in the configuration. There might be a need to have assistance. The implementation process can six months for connecting to certain databases."
"Maybe they can improve their performance in data fetching from a high volume of data sets."
"Interface is not user friendly."
"It can be difficult to analyze what's going on inside of the database relative to other databases. It can also be difficult to troubleshoot sometimes."
"Doesn't support a solution that can give aggregation."
"Cassandra could be more user-friendly like MongoDB."
"Cassandra can improve by adding more built-in tools. For example, if you want to do some maintenance activities in the cluster, we have to depend on third-party tools. Having these tools build-in would be e benefit."
"I think Chroma doesn't have a ready-made containerized image available."
Earn 20 points
Cassandra is ranked 11th in Vector Databases with 19 reviews while Chroma is ranked 3rd in Vector Databases with 1 review. Cassandra is rated 8.0, while Chroma is rated 8.0. The top reviewer of Cassandra writes "Well-equipped to handle a massive influx of data and billions of requests". On the other hand, Cassandra is most compared with Couchbase, InfluxDB, MongoDB, ScyllaDB and Apache HBase, whereas Chroma is most compared with Faiss, LanceDB, Redis and Milvus.
See our list of best Vector Databases vendors.
We monitor all Vector 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.