Cloudera Distribution for Hadoop vs SingleStore comparison

The compared Cloudera and SingleStore solutions aren't in the same category. Cloudera is ranked #2 in H , with an average rating of 8.3, and holds a 25.7% mindshare in the category. SingleStore is ranked #7 in DS , with an average rating of 8.8, and holds a 1.7% mindshare. Additionally, 92% of Cloudera users are willing to recommend the solution, compared to 100% of SingleStore users who would recommend it.

Cloudera Distribution for H...

Read 50 Cloudera Distribution for Hadoop reviews

1,644 Views
1,275 Comparison Views

92% willing to recommend

SingleStore

Read 6 SingleStore reviews

204 Views
169 Comparison Views

100% willing to recommend

Cloudera Distribution for H...

SingleStore

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Executive Summary

We performed a comparison between Cloudera Distribution for Hadoop and SingleStore based on real PeerSpot user reviews.

Find out what your peers are saying about Apache, Cloudera, Amazon Web Services (AWS) and others in Hadoop.

To learn more, read our detailed Hadoop Report (Updated: March 2025).

Buyer's Guide

Hadoop

March 2025

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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

Cloudera Distribution for H...

Average Rating

8.0

Reviews Sentiment

6.4

Number of Reviews

Ranking in other categories

Hadoop (2nd), NoSQL Databases (8th)

SingleStore

Average Rating

8.8

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Database as a Service (DBaaS) (7th), Vector Databases (13th)

Mindshare comparison

While both are Databases solutions, they serve different purposes. Cloudera Distribution for Hadoop is designed for Hadoop and holds a mindshare of 25.7%, up 24.2% compared to last year.
SingleStore, on the other hand, focuses on Database as a Service (DBaaS), holds 1.7% mindshare, up 0.7% since last year.

Hadoop

Database as a Service (DBaaS)

Featured Reviews

Rok Dolinsek

Manager, Bussines Development & Co Owner at Troia d.o.o.

Enables on-premise implementation with powerful data processing capabilities

This is the only solution that is possible to install on-premise. Cloudera provides a hybrid solution that combines compute on cloud or on-premises. It includes all machine learning algorithms in the Spark machine learning library. All functionalities needed for a big data platform and ETL are on the platform, eliminating the need for other tools. It is scalable, ready for vertical scaling, and very powerful, offering numerous functionalities and configurations for generative AI.

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Yasin Sarı

Senior Data Analyst at a comms service provider with 1,001-5,000 employees

High-speed data processing, seamless scalability, and excellent high availability making it an optimal choice for those prioritizing performance and efficiency in a database solution

There's a noteworthy consideration when it comes to collecting massive amounts of data. It is not the optimal choice for direct data collection through queries, and it's more suited for aggregation tasks. Attempting to use it for direct extraction, for instance, might lead to memory-related challenges. While MySQL version five might lack extensive SQL capabilities, SingleStore also has its constraints, requiring simpler SQL writing. This becomes evident when seeking advanced functionalities like window functions or JSON functions, where SingleStore doesn't offer an extensive toolkit, necessitating a more straightforward approach to SQL.

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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 tool can be deployed using different container technologies, which makes it very scalable."

"Cloudera, as a whole, is designed to provide organizations with solutions for big data."

"The most valuable feature is Kubernetes."

"The scalability of Cloudera Distribution for Hadoop is excellent."

"The product provides better data processing features than other tools."

"Provides a viable open-source solution for enterprise implementations and reliable, intelligent data analysis."

"This is the only solution that is possible to install on-premise."

"The file system is a valuable feature."

More Cloudera Distribution for Hadoop pros

"The ability to store data in memory is a standout feature, enhanced by robust failover mechanisms."

"The paramount advantage is the exceptional speed."

"MemSQL supports the MySQL protocol, and many functions are similar, so the learning curve is very short."

"It's a distributed relational database, so it does not have a single server, it has multiple servers. Its architecture itself is fast because it has multiple nodes to distribute the workload and process large amounts of data."

"The product can automatically reinstall and reconfigure in case of a shutdown."

"The most valuable feature is the ability to create pipelines, streamline and extract data from the pipelines."

Cons

"They should focus on upgrading their technical capabilities in the market."

"We experienced many issues when we started working with Hadoop 3.0 in the Cloudera 6.0 version, so there is a lot of things that need to improve."

"There is a maximum of a one-gigabyte block size, which is an area of storage that can be improved upon."

"The user infrastructure and user interface needs to be improved, as well as the performance. The GUI needs to be better."

"The solution does not support multiple languages very well and this means users need to create work-arounds to implement some solutions."

"There are multiple bugs when we update."

"The areas of improvement depend on the scale of the project. For banking customers, security features and an essential budget for commercial licenses would be the top priority. Data regulation could be the most crucial for a project with extensive data or an extra use case."

"The initial setup of Cloudera is difficult."

More Cloudera Distribution for Hadoop cons

"It is not the optimal choice for direct data collection through queries, and it's more suited for aggregation tasks."

"There should be more pipelines available because I think that if MemSQL can connect to other services, that would be great."

"For new customers, it's very tough to start. Their documentation isn't organized, and there's no online training available. SingleStore is working on it, but that's a major drawback."

"Having the ability to migrate servers using a single command would be extremely beneficial."

"Poor key distribution can significantly impact performance, requiring a backward approach in design rather than adding tables incrementally."

"We don't get good discounts in Pakistan."

Pricing and Cost Advice

"The solution is fairly expensive."

"The price could be better for the product."

"The tool is expensive...For the SMB market or customers whose environments are not that complex and do not have multiple systems running, Cloudera might not be a good option."

"The solution is expensive."

"When comparing with Oracle Sybase and SQL, it's cheaper. It's not expensive."

"I haven't bought a license for this solution. I'm only using the Apache license version."

"The tool is not expensive."

"I believe we pay for a three-year license."

More Cloudera Distribution for Hadoop pricing and cost advice

"SingleStore is a bit expensive."

"Using it for analytical purposes can be cost-effective in the long run, especially in terms of infrastructure."

"They have two main options: cloud installation and bare-metal installation, each with different pricing models."

"The product's licensing is not expensive. It is comparable."

"I would advise users to try the free 128GB version."

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Top Industries

By visitors reading reviews

Financial Services Firm

25%

Computer Software Company

15%

Educational Organization

14%

Manufacturing Company

Financial Services Firm

32%

Computer Software Company

12%

Manufacturing Company

University

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What do you like most about Cloudera Distribution for Hadoop?

The tool can be deployed using different container technologies, which makes it very scalable.

See all answers

What is your experience regarding pricing and costs for Cloudera Distribution for Hadoop?

The price for Cloudera is average, yet it is very good compared to other solutions. It can be deployed on-premises, unlike competitors' cloud-only solutions.

See all answers

What needs improvement with Cloudera Distribution for Hadoop?

It is quite complicated to configure and install. Integrating the platform into an information system is always a challenge, especially when starting with on-premise implementation. Integrating wit...

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What do you like most about SingleStore DB?

The paramount advantage is the exceptional speed.

See all answers

What is your experience regarding pricing and costs for SingleStore DB?

Using it for analytical purposes can be cost-effective in the long run, especially in terms of infrastructure. While building an on-premise cluster incurs an initial cost for servers with ample RAM...

See all answers

What needs improvement with SingleStore DB?

See all answers

Comparisons

HPE Ezmeral Data Fabric vs Cloudera Distribution for Hadoop

Compared 31% of the time

Amazon EMR vs Cloudera Distribution for Hadoop

Compared 29% of the time

Apache Spark vs Cloudera Distribution for Hadoop

Compared 17% of the time

Cassandra vs Cloudera Distribution for Hadoop

Compared 5% of the time

ScyllaDB vs Cloudera Distribution for Hadoop

Compared 3% of the time

More Cloudera Distribution for Hadoop Competitors

ClickHouse vs SingleStore

Compared 14% of the time

SQL Server vs SingleStore

Compared 7% of the time

Chroma vs SingleStore

Compared 6% of the time

CockroachDB vs SingleStore

Compared 6% of the time

Teradata vs SingleStore

Compared 6% of the time

More SingleStore Competitors

Product Reports

Buyer's Guide

Cloudera Distribution for Hadoop

April 2025

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Buyer's Guide

SingleStore

April 2025

Download SingleStore product report

Overview

Cloudera Distribution for Hadoop is the world's most complete, tested, and popular distribution of Apache Hadoop and related projects. CDH is 100% Apache-licensed open source and is the only Hadoop solution to offer unified batch processing, interactive SQL, and interactive search, and role-based access controls. More enterprises have downloaded CDH than all other such distributions combined.

Cloudera

SingleStore enables organizations to scale from one to one million customers, handling SQL, JSON, full text and vector workloads — all in one unified platform.

SingleStore

Sample Customers

37signals, Adconion,adgooroo, Aggregate Knowledge, AMD, Apollo Group, Blackberry, Box, BT, CSC

6Sense, ADNOC, Adobe, Akamai, CARFAX, Cigna, Cisco, Comcast, DBS Bank, Dell, Dentsu, EY, FirstEnergy, GE, Goldman Sachs, Heap, Hulu, IMAX, Kakao, Kroger, LG, LiveRamp, Lumana, NBC, OpenDialog, Outreach, Palo Alto Networks, PicPay, RBC, Samsung, Siemens, SiriusXM, SK Telecom, SKAI, Sony, State Street Financial, STC, SunRun, TATA, Thorn, and ZoomInfo.

Find out what your peers are saying about Apache, Cloudera, Amazon Web Services (AWS) and others in Hadoop. Updated: March 2025.

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