Cassandra vs PuppyGraph comparison

Why PeerSpot?

Apache and PuppyGraph are both solutions in the NoSQL Databases category. Apache is ranked #5 with an average rating of 8.6, while PuppyGraph is ranked #23 with an average rating of 7.0. Apache holds a 8.8% mindshare in ND, compared to PuppyGraph’s 0.1% mindshare. Additionally, 92% of Apache users are willing to recommend the solution, compared to 100% of PuppyGraph users who would recommend it.

Cassandra

Read 25 Cassandra reviews

5,694 Views
3,587 Comparison Views

92% willing to recommend

PuppyGraph

Read 2 PuppyGraph reviews

3,314 Views
0 Comparison Views

100% willing to recommend

Cassandra

PuppyGraph

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between Cassandra and PuppyGraph based on real PeerSpot user reviews.

Find out in this report how the two NoSQL Databases solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Cassandra vs. PuppyGraph Report (Updated: November 2026).

Buyer's Guide

Cassandra vs. PuppyGraph

November 2026

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Helped 921,523 peers since 2012

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

Cassandra

Ranking in NoSQL Databases

5th

Average Rating

8.0

Reviews Sentiment

6.0

Number of Reviews

Ranking in other categories

Vector Databases (11th)

PuppyGraph

Ranking in NoSQL Databases

23rd

Average Rating

8.6

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of November 2026, in the NoSQL Databases category, the mindshare of Cassandra is 8.8%, up from 8.5% 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
Product	Mindshare (%)
Cassandra	8.8%
PuppyGraph	0.1%
Other	91.1%

NoSQL Databases

Featured Reviews

Monirul Islam Khan

Head, Data Integration & Management at a non-profit with 10,001+ employees

Has maintained secure document storage and efficient data distribution with peer-to-peer architecture

The functions or features in Cassandra that I have found most valuable are that it is a distributed system similar to Mongo. It's good enough for comparison with another SQL database, so it's smooth and organized for distributed database system. The peer-to-peer architecture in Cassandra is helpful for network decentralization, and I have already introduced that feature. Cassandra features in peer-to-peer as well as another monitoring, so basically, it's good enough for our service. The tunable consistency level in Cassandra is good, and we are using that feature already. In terms of built-in caching and lightweight transactions in Cassandra, the transaction level is good, and it's optimized, so there are no more issues in that database. Based on my experience, Cassandra is good for document management system, as well as distributed database system, and the automatic recovery process is there. Additionally, the database monitoring system or auditing system is well-comparable with other database systems, so we are actually happy to be using this Cassandra database.

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Gurmeet K.

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.

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Quotes from Members

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

Pros

"The most valuable features of Cassandra are the NoSQL database, high performance, and zero-copy streaming."

"A consistent solution."

"We can add almost one million columns to the solution."

"The most valuable features are the counter features and the NoSQL schema, and it also has good scalability because you can scale Cassandra to any infinite level."

"The technical evaluation is very good."

"Cassandra has some features that are more useful for specific use cases where you have time series where you have huge amounts of writes. That should be quick, but not specifically the reads. We needed to have quicker reads and writes and this is why we are using Cassandra right now."

"Since I haven't had years of experience with it, it's still new to me. One valuable feature is its distribution, so I can run it partly in the cloud and part on-prem. That's a feature I'd like to use but haven't yet because we're trying to move to Azure. I don't know if or when that will happen. Ideally, we'd have it distributed over the cloud and on-prem simultaneously, so if something happens to our on-prem, we can keep going in the cloud, like a pay-as-you-go model with Azure."

"If you need availability and consistency, you can go with Cassandra."

More Cassandra pros

"PuppyGraph has positively impacted our organization by driving transformative capital efficiency across our pipeline infrastructure, our storage footprint, and our product delivery."

"PuppyGraph is the best answer."

Cons

"Fine-tuning was a bit of a challenge."

"Interface is not user friendly."

"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."

"Batching bulk data can cause performance issues."

"One of the issues with the solution is that you cannot drop write like you're able to in MongoDB and MySQL, where you can join tables."

"The secondary index in Cassandra was a bit problematic and could be improved."

"The solution is limited to a linear performance."

"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."

More Cassandra cons

"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 pay for a license."

"We are using the open-source version of Cassandra, the solution is free."

"Cassandra is a free open source solution, but there is a commercial version available called DataStax Enterprise."

"I use the tool's open-source version."

"I don't have the specific numbers on pricing, but it was fairly priced."

"There are licensing fees that must be paid, but I'm not sure if they are paid monthly or yearly."

Information not available

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Top Industries

By visitors reading reviews

Financial Services Firm

15%

Comms Service Provider

10%

Construction Company

Manufacturing Company

Construction Company

26%

Insurance Company

24%

Comms Service Provider

12%

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	9
Midsize Enterprise	2
Large Enterprise	14

No data available

Questions from the Community

What is your experience regarding pricing and costs for Cassandra?

The pricing for Cassandra is a little bit high, so it would be better for our community services if they consider community pricing for any non-profit organization like an NGO or other things. It w...

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What needs improvement with Cassandra?

Regarding areas of improvement for Cassandra, currently, we are not facing significant issues. Some issues arise from our vendors like Apache slowness and distribution or load balancing from HAProx...

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What is your primary use case for Cassandra?

My use case for Cassandra is for a document and other unstructured data management system as well as structured data for ultra-poor member community edition, community members' PII information,...

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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, ...

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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...

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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 ...

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Comparisons

Neo4j Graph Database vs Cassandra

Compared 7% of the time

MongoDB Enterprise Advanced vs Cassandra

Compared 7% of the time

ClickHouse vs Cassandra

Compared 6% of the time

DataStax Enterprise vs Cassandra

Compared 6% of the time

Cloudera Distribution for Hadoop vs Cassandra

Compared 5% of the time

More Cassandra Competitors

Neo4j AuraDB vs PuppyGraph

Compared 21% of the time

NebulaGraph vs PuppyGraph

Compared 17% of the time

PeerSpot vs PuppyGraph

Compared 16% of the time

Iron Fort HIPAA Compliance Platform vs PuppyGraph

Compared 10% of the time

ArangoGraph vs PuppyGraph

Compared 8% of the time

More PuppyGraph Competitors

Product Reports

Buyer's Guide

Cassandra

November 2026

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Buyer's Guide

NoSQL Databases

October 2026

Download PuppyGraph product report

Overview

Cassandra is a distributed and scalable database management system used for real-time data processing.

It is highly valued for its ability to handle large amounts of data, scalability, high availability, fault tolerance, and flexible data model.

It is commonly used in finance, e-commerce, and social media industries.

Apache

PuppyGraph is a dynamic tool designed to enhance data visualization capabilities, empowering users with robust features that make data analysis accessible and efficient. Ideal for tech-savvy audiences, it seamlessly integrates into diverse workflows, addressing both ease of use and performance requirements.

PuppyGraph provides an intuitive platform aimed at transforming complex data sets into comprehensive visual formats. It supports a wide range of data inputs, ensuring compatibility and flexibility. With its focus on enhancing interpretability, it allows users to generate real-time insights that drive informed decision-making processes across industries.

What are the key features of PuppyGraph?

Customizable Dashboards: Design personalized data displays for user-specific insights.
Real-time Data Processing: Experience up-to-the-minute data updates for timely analysis.
Integration Capabilities: Seamlessly connect with external data sources for a cohesive data strategy.
Advanced Analytics Tools: Harness sophisticated tools for in-depth data exploration.

What benefits and ROI should users consider?

Improved Efficiency: Streamlined data processes save time and resources.
Enhanced Decision-Making: Data-driven insights support strategic planning and actions.
Scalability: Adaptability to growing data demands ensures long-term utility.
Cost-Effectiveness: Optimized features result in financial savings across operations.

In industries like finance and healthcare, PuppyGraph's capabilities facilitate secure and detailed data visualization, essential for regulatory and analytical tasks. Retailers leverage its real-time data updates to fine-tune inventory strategies, whereas tech firms use advanced analytics to enter new markets and innovate without risk.

PuppyGraph

Sample Customers

1. Apple 2. Netflix 3. Facebook 4. Instagram 5. Twitter 6. eBay 7. Spotify 8. Uber 9. Airbnb 10. Adobe 11. Cisco 12. IBM 13. Microsoft 14. Yahoo 15. Reddit 16. Pinterest 17. Salesforce 18. LinkedIn 19. Hulu 20. Airbnb 21. Walmart 22. Target 23. Sony 24. Intel 25. Cisco 26. HP 27. Oracle 28. SAP 29. GE 30. Siemens 31. Volkswagen 32. Toyota

Information Not Available

Buyer's Guide

Cassandra vs. PuppyGraph

November 2026

Free Report: Cassandra vs. PuppyGraph

Find out what your peers are saying about Cassandra vs. PuppyGraph and other solutions. Updated: November 2026.

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