Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Cloudera Data Platform
Score 6.7 out of 10
N/A
Cloudera Data Platform (CDP), launched September 2019, is designed to combine the best of Hortonworks and Cloudera technologies to deliver an enterprise data cloud. CDP includes the Cloudera Data Warehouse and machine learning services as well as a Data Hub service for building custom business applications.
$0.04
per CCU (hourly rate)
SingleStore
Score 9.3 out of 10
N/A
SingleStore aims to deliver the world’s fastest distributed SQL database for data-intensive applications: SingleStoreDB, which combines transactional + analytical workloads in a single platform.
$0.69
per hour
Pricing
Cloudera Data PlatformSingleStore
Editions & Modules
CDP Public Cloud - Data Hub
$0.04
per CCU (hourly rate)
CDP Public Cloud - Data Warehouse
$0.054
per CCU (hourly rate)
CDP Public Cloud - Data Engineering
$0.07
per CCU (hourly rate)
CDP Public Cloud - Operational Database
$0.08
per CCU (hourly rate)
CDP Public Cloud - Flow Management
$0.15
per CCU (hourly rate)
CDP Public Cloud - Machine Learning
$0.17
per CCU (hourly rate)
CDP Private Cloud - Plus Edition
$400
CCU (annual subscription)
CDP Private Cloud - Base Edition
$10,000.00
node + variable (annual subscription)
OnDemand
$0.69
per hour
Offerings
Pricing Offerings
Cloudera Data PlatformSingleStore
Free Trial
NoYes
Free/Freemium Version
NoYes
Premium Consulting/Integration Services
NoYes
Entry-level Setup FeeNo setup feeOptional
Additional Details
More Pricing Information
Best Alternatives
Cloudera Data PlatformSingleStore
Small Businesses
Google BigQuery
Google BigQuery
Score 8.7 out of 10
Amazon RDS
Amazon RDS
Score 8.8 out of 10
Medium-sized Companies
Cloudera Enterprise Data Hub
Cloudera Enterprise Data Hub
Score 9.0 out of 10
Snowflake
Snowflake
Score 9.0 out of 10
Enterprises
Oracle Exadata
Oracle Exadata
Score 8.1 out of 10
SAP IQ
SAP IQ
Score 9.0 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Cloudera Data PlatformSingleStore
Likelihood to Recommend
7.0
(1 ratings)
9.3
(54 ratings)
Likelihood to Renew
-
(0 ratings)
9.3
(4 ratings)
Usability
-
(0 ratings)
9.1
(7 ratings)
Availability
-
(0 ratings)
9.1
(1 ratings)
Performance
-
(0 ratings)
9.8
(28 ratings)
Support Rating
8.0
(1 ratings)
9.1
(7 ratings)
Implementation Rating
-
(0 ratings)
9.1
(1 ratings)
Ease of integration
-
(0 ratings)
9.1
(1 ratings)
Product Scalability
-
(0 ratings)
9.1
(1 ratings)
Vendor post-sale
-
(0 ratings)
9.1
(1 ratings)
Vendor pre-sale
-
(0 ratings)
9.1
(1 ratings)
User Testimonials
Cloudera Data PlatformSingleStore
Likelihood to Recommend
Cloudera
I have seen that Cloudera Data Platform is well suited for large batch processes. It works really well for our indication analyses that are performed by the actuaries. I feel that rapid streaming operations may be a situation where additional technology would be needed to provide for a robust solution.
Read full review
SingleStore
Business analytics is one of the areas where SingleStore really helped. As we implemented BI platforms, the previous DB would bog down so bad that it negatively affected our online products. Moving to SingleStore made a huge difference. General performance is amazing. We gained speed in areas we were not even expecting to the point we had to slow down or put rate limits in place to avoid duplications - something completely unexpected. The hosted service is great. We no longer have to worry about maintenance, db infrastructure or system updates which saves a significant amount of time for the IT team.
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Pros
Cloudera
  • Scales
  • Highly available
Read full review
SingleStore
  • Technical support is stellar -- far above and beyond anything I've experienced with any other company.
  • When we compared SingleStore to other databases two years ago, we found SingleStore performance to be far superior.
  • Pipeline data ingestion is exceptionally fast.
  • The ability to combine transactional and analytical workloads without compromising performance is very impressive.
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Cons
Cloudera
  • Constantly changing costs
  • Log visibility
Read full review
SingleStore
  • We wish the product had better support for High Availability of the aggregator. Currently the indexes generated by the two different aggregators are not in the same sequential space and so our apps have more burden to deal with HA.
  • More tools for debugging issues such as high memory usage would be good.
  • The price was the one that kept us away from purchasing for the first few years. Now we are able to afford due to a promotion that gives it at 25% of the list price. Not sure if we'll continue after the promotion offer expires in another 2 years.
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Likelihood to Renew
Cloudera
No answers on this topic
SingleStore
We haven't seen a faster relation database. Period. Which is why we are super happy customers and will for sure renew our license.
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Usability
Cloudera
No answers on this topic
SingleStore
[Until it is] supported on AWS ECS containers, I will reserve a higher rating for SingleStore. Right now it works well on EC2 and serves our current purpose, [but] would look forward to seeing SingleStore respond to our urge of feature in a shorter time period with high quality and security.
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Reliability and Availability
Cloudera
No answers on this topic
SingleStore
We have not experienced any downtime in the two years that we have been using SingleStore.
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Performance
Cloudera
No answers on this topic
SingleStore
We give SingleStore the top score here given how performant it has been for us. We have used their self-managed option since day 1 which is now over 2 years ago. We are running 100’s of millions of requests per month, performing queries across billions of records and the self-managed option has continued to hold up well for us without any need to move to their paid offering.
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Support Rating
Cloudera
We have utilized Cloudera support quite frequently and are very satisfied with the capability and responsiveness of that team. Often, the new features delivered with the platform give us an opportunity to mature the way we're doing things, and the support team have been valuable in developing those new patterns.
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SingleStore
Very responsive to trouble tickets - Often, I think, the SingleStore's monitoring systems have already alerted the engineers by the time I get around to writing a ticket (about 10 - 20 mins after we see a problem). I feel like things are escalated nicely and SingleStore takes resolving trouble tickets seriously. Also SingleStore follows up after incidents to with a post mortem and actionable takaways to improve the product. Very satisfied here.
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Implementation Rating
Cloudera
No answers on this topic
SingleStore
We allowed 2-3 months for a thorough evaluation. We saw pretty quickly that we were likely to pick SingleStore, so we ported some of our stored procedures to SingleStore in order to take a deeper look. Two SingleStore people worked closely with us to ensure that we did not have any blocking problems. It all went remarkably smoothly.
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Alternatives Considered
Cloudera
IBM's offering of the Cloud Pak for Data has been a moving target and difficult to compare to Cloudera Data Platform. We have implemented our solution on Amazon Web Services, which appears to be supported by IBM at this point, but the migration would be very expensive for us to endeavor.
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SingleStore
We've tried both these above, to solve ingestion and analytical queries. Dynamo was a perfect ingestion service, but it didn't allow us to run intense analytical queries. Aurora helped us run these analytical queries, and ingestion was reasonable, BUT the queries were simply too slow. SingleStore has provided a solution to essentially allow us to take these two tools, and turn them into 1.
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Scalability
Cloudera
No answers on this topic
SingleStore
We needed more memory on our cluster. SingleStore handled it very smoothly.
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Return on Investment
Cloudera
  • Reduced operational costs
  • Speed to market
Read full review
SingleStore
  • As the overall performance and functionality were expanded, we are able to deliver our data much faster than before, which increases the demand for data.
  • Metadata is available in the platform by default, like metadata on the pipelines. Also, the information schema has lots of metadata, making it easy to load our assets to the data catalog.
Read full review
ScreenShots