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Couchbase Enterprise vs PuppyGraph comparison

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Comparison Buyer's Guide

Executive Summary

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

Couchbase Enterprise
Ranking in NoSQL Databases
3rd
Average Rating
8.2
Reviews Sentiment
6.6
Number of Reviews
27
Ranking in other categories
No ranking in other categories
PuppyGraph
Ranking in NoSQL Databases
23rd
Average Rating
8.6
Reviews Sentiment
6.3
Number of Reviews
2
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2026, in the NoSQL Databases category, the mindshare of Couchbase Enterprise is 5.8%, down from 8.0% compared to the previous year. The mindshare of PuppyGraph is 0.1%. It is calculated based on PeerSpot user engagement data.
NoSQL Databases Mindshare Distribution
ProductMindshare (%)
Couchbase Enterprise5.8%
PuppyGraph0.1%
Other94.1%
NoSQL Databases
 

Featured Reviews

Nitansshu Jain - PeerSpot reviewer
Experienced Software Developer at Amdocs
Integrated caching and SQL-style queries have improved real-time billing performance
Couchbase Enterprise can be improved by addressing the complex setup. The initial setup and configuration can be tricky and requires careful tuning of cluster settings, memory quotas, and indexes, which I have already faced. Another area for improvement is the learning curve. Although N1QL is powerful, there is still a learning curve, especially for developers coming from traditional relational databases. The licensing cost is something to consider as well. Enterprise licensing can be expensive and may not be ideal for startups or smaller organizations. There is operational overhead with Couchbase Enterprise, such as managing clusters, monitoring performance, and handling failovers, which require strong DevOps expertise. It would be better if it simplified these aspects and provided better documentation.
Gurmeet K. - PeerSpot reviewer
Senior Product Manager at a computer software company with 11-50 employees
Unified graph querying has driven deep multi-hop reasoning and transformed data governance
There are multiple features of PuppyGraph that I personally love. One of them is zero-ETL graph querying, which helps us connect with our data warehouses easily and link via dynamic JSON graph schemas. This enables us to explore relational tables, nodes, and edges in under seven minutes, which previously took three and a half hours, so it is a great reduction. I also love the massive distributed graph scalability. The distributed vectorized compute engine helps us auto-shard queries across nodes and consistently execute 10-hop traversals across multi-billion edge data sets in under two seconds. Additionally, I appreciate the unified single source of truth. It helps us commit to the underlying tables, and those commits are immediately queryable in the graph layer within zero seconds of ETL replication lag. This ensures that our AI agents never reason over stale data and always access the latest data without any lag or changes left. The governance and security of PuppyGraph are very good, and I would rate it 10 out of 10 in that aspect. PuppyGraph's governance and security features have helped our organization, as it queries lakehouse tables directly where they originate. This delivers an exceptional governance posture for our enterprise applications with the help of inherent source-level governance and ABAC, which has supported the existing row-level security while helping us implement RBAC and column masking policies. It stabilizes operations inside Snowflake in our data warehouses and has achieved 100% policy consistency with zero security drift. The accuracy and reliability of PuppyGraph's output are really great.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"It is highly available for support and does not impact our operations significantly during failures."
"Couchbase has not given any performance problems as of now."
"The main advantages were associated with it being a no SQL database. It helped us send out metrics or rewards to multiple players in our game at a very low latency."
"Couchbase is a good solution to a lot of problems, but you will have to do your own research on it."
"The very useful feature of Couchbase is the online addition and deletion of nodes which we use because of XDCR replication."
"The whole stack is valuable, but the portion of the stack that we're finding really handy is the analytics engine because that allows us to take and pre-build views."
"Sync Gateway is a great feature that supports the mobile application."
"Couchbase was a stable solution for us."
"PuppyGraph is the best answer."
"PuppyGraph has positively impacted our organization by driving transformative capital efficiency across our pipeline infrastructure, our storage footprint, and our product delivery."
 

Cons

"One thing is that better adoption should be there among users, so we can work on this, and a proper learning path should be provided by Couchbase for more adoption."
"The performance could be quicker and better, especially in the querying process."
"Needs some capacity planning to deal with too much memory, CPUs and displays."
"Couchbase needs to improve the consistent reliability of the replication feature. Sometimes, the replications would be delayed."
"We would like to have a better management of Kubernetes with the free, open source version of Couchbase. We don't have any major complaints other than that."
"Overall as a tool, I see room for improvement in Couchbase in certain aspects."
"Couchbase could improve the design of the UI because it should be optimized for viewing statistics or a similar feature."
"The UI I am using is not very user-friendly."
"PuppyGraph is not a long-term solution as it is a virtual graph. Eventually, after we get the model right, we needed to move to Memgraph, another graph database."
 

Pricing and Cost Advice

"We estimate that it's not very expensive, however, the pricing that you can get from the account managers, e.g. the public pricing, could be a bit expensive."
"It seems very reasonable. It's a lot cheaper than Redis, but we've got an enterprise license. So, it's about normal. It's not outrageous in price as far as we've seen. From Couchbase, there's no additional fee as far as I'm aware, but when you're integrating, there's an additional fee because a lot of times, they don't have an integration stack."
"The price of this solution is better than some of the other competitors."
"The licensing cost of Couchbase is quite expensive compared to other databases."
"I would rate this solution a nine out of ten for pricing as it is affordable."
"I wouldn't say Couchbase offers good value for money."
Information not available
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Top Industries

By visitors reading reviews
Manufacturing Company
12%
Financial Services Firm
11%
Construction Company
9%
Performing Arts
9%
Construction Company
26%
Insurance Company
24%
Comms Service Provider
12%
Computer Software Company
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business10
Midsize Enterprise2
Large Enterprise15
No data available
 

Questions from the Community

What needs improvement with Couchbase?
Bucket concepts such as bucket, scope, collection, VBucket are very new to users and take time to understand. Better guided onboarding and simplified documentation with real-world examples could he...
What is your primary use case for Couchbase?
I have used Couchbase Enterprise in a different way. I used it in Informatica to set up an end-to-end flow for the connector. Informatica used to connect to Couchbase for all three applications: II...
What advice do you have for others considering Couchbase?
Organizations that Couchbase Enterprise is best suited for include medium to high e-commerce companies, streaming services, some financial companies, though banking may not be the primary focus. Mo...
What needs improvement with PuppyGraph?
PuppyGraph is a virtual graph and not a real graph data model. However, at some point in time, once we freeze this as the graph and the graph data model, we would like to extend to a proper graph, ...
What is your primary use case for PuppyGraph?
The main use case for PuppyGraph is establishing a graph data model layer on top of our existing systems. We do not want to bring in a new product which is completely graph-oriented, mainly because...
What advice do you have for others considering PuppyGraph?
There are no concrete recommendations. The important thing is that if they have to choose PuppyGraph, they need to have the clarity that PuppyGraph is not a long-term solution. Only if they have a ...
 

Overview

 

Sample Customers

Amadeus, Cisco, Comcast, LinkedIn, GE
Information Not Available
Find out what your peers are saying about Couchbase Enterprise vs. PuppyGraph and other solutions. Updated: November 2026.
921,523 professionals have used our research since 2012.