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."We can add almost one million columns to the solution."
"Can achieve continuous data without a single downtime because of node to node ring architecture."
"The most valuable features of Cassandra are the NoSQL database, high performance, and zero-copy streaming."
"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."
"I am getting much better performance than relational databases."
"The technical evaluation is very good."
"The solution's database capabilities are very good."
"The most valuable features are the counter features and the NoSQL schema. It also has good scalability. You can scale Cassandra to any finite level."
"The solution's most valuable feature is its documentation, which allows new users to easily learn, deploy, and use it."
"The solution doesn't have joins between tables so you need other tools for that."
"There were challenges with the query language and the development interface. The query language, in particular, could be improved for better optimization. These challenges were encountered while using the Java SDK."
"The secondary index in Cassandra was a bit problematic and could be improved."
"Maybe they can improve their performance in data fetching from a high volume of data sets."
"Fine-tuning was a bit of a challenge."
"Depending upon our schema, we can't make ORDER BY or GROUP BY clauses in the product."
"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."
"Cassandra could be more user-friendly like MongoDB."
"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.
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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.
