Cloudera Data Platform vs. MLReef

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Cloudera Data Platform
Score 8.0 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)
MLReef
Score 9.1 out of 10
Enterprise companies (1,001+ employees)
MLReef is a Machine Learning development platform that aims to democratize ML innovation across the entire organization. Distributed ML Development: - up to 5X in ML development throughput - up to 85% less dependency on internal data science capacity - Distributed workload on complex data tasks with seamless involvable domain experts - Higher acceptance of deploye models ad development is a joint task Q: What is Distributed ML…N/A
Pricing
Cloudera Data PlatformMLReef
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)
No answers on this topic
Offerings
Pricing Offerings
Cloudera Data PlatformMLReef
Free Trial
NoYes
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoYes
Entry-level Setup FeeNo setup feeOptional
Additional Details
More Pricing Information
Best Alternatives
Cloudera Data PlatformMLReef
Small Businesses
Google BigQuery
Google BigQuery
Score 8.7 out of 10
Saturn Cloud
Saturn Cloud
Score 9.0 out of 10
Medium-sized Companies
Snowflake
Snowflake
Score 9.1 out of 10
Posit
Posit
Score 8.8 out of 10
Enterprises
Oracle Exadata
Oracle Exadata
Score 8.5 out of 10
Jupyter Notebook
Jupyter Notebook
Score 8.8 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Cloudera Data PlatformMLReef
Likelihood to Recommend
10.0
(2 ratings)
9.1
(1 ratings)
Support Rating
8.0
(2 ratings)
-
(0 ratings)
User Testimonials
Cloudera Data PlatformMLReef
Likelihood to Recommend
Cloudera
In the creation of maintenance models Cloudera can excel greatly, because it allows you to create very scalable and applicable processes in different types of technology, either for reporting based purely on data, or to implement its analysis modalities to develop IT projects. In case of requiring detailed review of different phases of IT processes, Cloudera can be useful in security operations that require high expertise in shared data.
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MLReef
Works well if you have to involve different roles in different organizations in a project. Less suited when you have a complex system of custom developed tools
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Pros
Cloudera
  • Scales
  • Highly available
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MLReef
  • Helps us to take on more client projects
  • Can be used by data analysts as well as casual users
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Cons
Cloudera
  • Constantly changing costs
  • Log visibility
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MLReef
  • Out of the box support for major cloud vendors
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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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MLReef
No answers on this topic
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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MLReef
No answers on this topic
Return on Investment
Cloudera
  • Reduced operational costs
  • Speed to market
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MLReef
  • We can handle 4 to 6 times more projects at the same time with our team
  • We stay engaged with our customers well beyond the project duration
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ScreenShots

MLReef Screenshots

Screenshot of ML Pipeline creation - from fully flexible git repositories to addressable, explorable and easy accessible drag-and-drop elementsScreenshot of A knowledgebase for your organization: ML Projects and AI Modules (scripts)Screenshot of Full version control and transparent experiment trackingScreenshot of Repositories to manage your scripts (SCM) and data (pipelines)Screenshot of Manage your team, groups and projects with access rights and granular permissions