Couchbase Server vs. Astra DB

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Couchbase Server
Score 8.7 out of 10
N/A
Couchbase Server is a cloud-native, distributed database that fuses the strengths of relational databases such as SQL and ACID transactions with JSON flexibility and scale that defines NoSQL. It is available as a service in commercial clouds and supports hybrid and private cloud deployments.N/A
Astra DB
Score 8.2 out of 10
N/A
Astra DB from DataStax is a vector database for developers that need to get accurate Generative AI applications into production, fast.N/A
Pricing
Couchbase ServerAstra DB
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
Couchbase ServerAstra DB
Free Trial
YesYes
Free/Freemium Version
YesYes
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeOptionalNo setup fee
Additional Details
More Pricing Information
Community Pulse
Couchbase ServerAstra DB
Features
Couchbase ServerAstra DB
NoSQL Databases
Comparison of NoSQL Databases features of Product A and Product B
Couchbase Server
8.9
Ratings
1% above category average
Astra DB
-
Ratings
Performance8.90 Ratings00 Ratings
Availability9.40 Ratings00 Ratings
Concurrency8.90 Ratings00 Ratings
Security9.00 Ratings00 Ratings
Scalability9.40 Ratings00 Ratings
Data model flexibility9.00 Ratings00 Ratings
Deployment model flexibility8.00 Ratings00 Ratings
Vector Database
Comparison of Vector Database features of Product A and Product B
Couchbase Server
-
Ratings
Astra DB
6.8
Ratings
0% below category average
Vector Data Connection00 Ratings8.10 Ratings
Vector Data Editing00 Ratings6.50 Ratings
Attribute Management00 Ratings9.10 Ratings
Geospatial Analysis00 Ratings6.40 Ratings
Geometric Transformations00 Ratings6.40 Ratings
Vector Data Visualization00 Ratings6.30 Ratings
Coordinate Reference System Management:00 Ratings5.50 Ratings
Data Import/Export00 Ratings6.30 Ratings
Symbolization and Styling00 Ratings6.40 Ratings
Data Sharing and Collaboration00 Ratings7.40 Ratings
Best Alternatives
Couchbase ServerAstra DB
Small Businesses
IBM Cloudant
IBM Cloudant
Score 7.4 out of 10
Redis Software
Redis Software
Score 8.3 out of 10
Medium-sized Companies
IBM Cloudant
IBM Cloudant
Score 7.4 out of 10
Redis Software
Redis Software
Score 8.3 out of 10
Enterprises
IBM Cloudant
IBM Cloudant
Score 7.4 out of 10
Redis Software
Redis Software
Score 8.3 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Couchbase ServerAstra DB
Likelihood to Recommend
9.0
(0 ratings)
8.2
(0 ratings)
Likelihood to Renew
2.1
(0 ratings)
-
(0 ratings)
Usability
8.0
(0 ratings)
7.8
(0 ratings)
Availability
8.0
(0 ratings)
-
(0 ratings)
Performance
9.3
(0 ratings)
-
(0 ratings)
Support Rating
8.5
(0 ratings)
8.9
(0 ratings)
Product Scalability
7.0
(0 ratings)
8.0
(0 ratings)
User Testimonials
Couchbase ServerAstra DB
Likelihood to Recommend
Best suited when edge devices have interrupted internet connection. And Couchbase provides reliable data transfer. If used for attachment Couchbase has a very poor offering. A hard limit of 20 MB is not okay. They have the best conflict resolution but not so great query language on Couchbase lite.
Read full review
We use Astra DB to improve our management systems. Storing data has become hassle-free and quite simple. When launching a Cassandra-based cloud application, Astra DB is exactly what you need. In addition to the standard training programs and videos, the extended support and training require significant additional effort to activate and cover which I feel is a bit more tedious task.
Read full review
Pros
  • Easy to store unstructured data and has great performance
  • Managing security is super easy which can be managed across different levels
  • UI is pretty simple to use and manage the cluster
  • Backup of the data is very easy and the restoration/recovery is fairly easy as well with the in-built tools.
  • Easy integration with elasticsearch for replication
  • It is fairly easy to scale up or scale down the cluster
Read full review
  • We need to be able to process a lot of data (our biggest clients process hundreds of milions of transactions every month). However, it is not only the amount of data, it is also an unpredictable patterns with spikes occuring at different points of time - something athat Astra is great at.
  • Our processing needs to be extremaly fast. Some of our clients use our enrichment in a synchronous way, meaning that any delay in processing is holding up the whole transaction lifecycle and can have a major impact on the client. Astra is very fast.
  • A close collaboration with GCP makes our life very easy. All of our technology sits in Google Cloud, so having Astra in there makes it a no-brainer solution for us.
Read full review
Cons
  • Cluster sizing during the design phase can be improved, especially if the client lacks prior experience. Vendor consultants are very meticulous in order to provide best of class performance and response time, although some more real-world pragmatic approach is often needed.
  • Couchbase Lite 2 went thru a major revamp, which broke the compatibility of the applications with some features removed and other changed. That needed development teams working to refactor the applications.
Read full review
  • Astra DB might be difficult to understand for people who are unfamiliar with Apache Cassandra. Improving the initial experience for newcomers, as well as offering better documentation and lessons, might be advantageous.
  • The Astra DB ecosystem may be enhanced by expanding the ecosystem of plugins, integrations, and community-contributed solutions.
Read full review
Likelihood to Renew
I rarely actually use Couchbase Server, I just stay up-to-date with the features that it provides. However, when the need arises for a NoSQL datastore, then I will strongly consider it as an option
Read full review
No answers on this topic
Usability
Couchbase has been quite a usable for our implementation. We had similar experience with our previous "trial" implementation, however it was short lived.
Couchbase has so far exceeded expectation. Our implementation team is more confident than ever before.
When we are Live for more than 6 months, I'm hoping to enhance this rating.
Read full review
It's a great product but suffers with counters. This isn't a deal breaker but lets down what is otherwise a good all round solution
Read full review
Performance
One of Couchbase’s greatest assets is its performance with large datasets. Properly set up with well-sized clusters, it is also highly reliable and scalable. User management could be better though, and security often feels like an afterthought. Couchbase has improved tremendously since we started using it, so I am sure that these issues will be ironed out.
Read full review
No answers on this topic
Support Rating
I haven't had many opportunities to request support, I will look forward to better the rating. We have technical development and integration team who reach out directly to TAM at Couchbase.
Read full review
Their response time is fast, in case you do not contact them during business hours, they give a very good follow-up to your case. They also facilitate video calls if necessary for debugging.
Read full review
Alternatives Considered
Couchbase could outperform it's competition considerably for database reads and writes. Full text searches were still faster in Elasticsearch but this is more of a feature than a base platform requirement for us.
Read full review
We also (briefly) considered building in-house. We wanted to avoid complex "Frankenstein" architectures. Combining Pinecone with another NoSQL datastore like DynamoDB would have increased complexity. A single-managed platform (Astra DB) enabled architectural simplicity and strong reliability, allowing Maester’s development team to prioritize high-value, customer-facing features
Read full review
Scalability
So far, the way that we mange and upgrade our clusters has be very smooth. It works like a dream when we use it in concert with AWS and their EC2 machines. Having access to powerful instances along side the Couchbase interface is amazing and allows us to do rebalances or maintenance without a worry
Read full review
We are well aware of the Cassandra architecture and familiar with the open source tooling that Datastax provides the industry (K8sSandra / Stargate) to scale Cassandra on Kubernetes.
Having prior knowledge of Cassandra / Kubernetes means we know that under the hood Astra is built on infinitely scalable technologies. We trust that the foundations that Astra is built on will scale so we know Astra will scale.
Read full review
Return on Investment
  • There have been several areas of our application [that] really needed an ACID compliant database (e.g. strong transactional guarantees) that we thought we could work around while using Couchbase. [In my opinion] that turned out to be a poor bet. You need to be certain that the specific characteristics of a NoSQL database fit your problem.
  • Couchbase does eliminate the need for schema upgrades completely. I.e no downtime or conversion windows as you migrate your data model, adding attributes, etc. This helped with the deployment timeframe associated with DB changes.
  • The database is (apparently) a bit more of a space/memory consumer than originally anticipated. During deployments, we received constant pressure from Couchbase consulting teams to eliminate/reduce the number of indexes, and this was because any mutations to docs in a bucket must check for impact against all indexes. More recent years have started to address this with their "collections" features, which helps isolate indexes to specific sub-groupings of documents.
Read full review
  • Database growth planning is less of a concern with Astra, as it scales automatically.
  • Currently, they lack fine-grained security at the table level. I suspect that will change over time.
  • If your load has peaks and valleys; Astra enables only paying for Reads/Writes; thus you do not need to pay for large servers to support peaks in load.
Read full review
ScreenShots