Adaptive Metadata Manager vs. MLReef

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Adaptive Metadata Manager
Score 7.1 out of 10
N/A
The Adaptive Metadata Manager product, from Adaptive in Aliso Viejo, comprises a number of configurable software components that provide an organization with eight core capabilities required to govern and improve data-driven business capability. These capabilities are: Data Lineage, Data Quality, Impact Analysis, Business Terminology, Business to Technical Traceability, Version Management, Change Approval Workflow, Stewardship, and Automated Harvesting & Stitching.N/A
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
Adaptive Metadata ManagerMLReef
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
Adaptive Metadata ManagerMLReef
Free Trial
NoYes
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoYes
Entry-level Setup FeeNo setup feeOptional
Additional Details
More Pricing Information
Community Pulse
Adaptive Metadata ManagerMLReef
Top Pros
Top Cons
Best Alternatives
Adaptive Metadata ManagerMLReef
Small Businesses

No answers on this topic

Saturn Cloud
Saturn Cloud
Score 9.0 out of 10
Medium-sized Companies

No answers on this topic

Posit
Posit
Score 8.8 out of 10
Enterprises

No answers on this topic

Jupyter Notebook
Jupyter Notebook
Score 8.8 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Adaptive Metadata ManagerMLReef
Likelihood to Recommend
7.0
(1 ratings)
9.1
(1 ratings)
Usability
7.0
(1 ratings)
-
(0 ratings)
Support Rating
7.0
(1 ratings)
-
(0 ratings)
User Testimonials
Adaptive Metadata ManagerMLReef
Likelihood to Recommend
Adaptive
Any team or organization with complex budgeting and financing could benefit from Adaptive Metadata Manager's ability to track, sort, organize, and analyze volumes of complex financial information. It's extremely valuable for our quarterly reforecasting exercises and lets us stay on track for our budgeting and accounting processes. As a budget manager, I get a detailed snapshot of my YTD expenses.
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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
Adaptive
No answers on this topic
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
Adaptive
  • Interface is occasionally buggy
  • Not always intuitive navigating between sheets
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MLReef
  • Out of the box support for major cloud vendors
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Usability
Adaptive
It's a perfectly functional software but isn't intuitive right out of the box. With some training, it's easy to use.
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MLReef
No answers on this topic
Support Rating
Adaptive
I haven't needed to use Adaptive Metadata Manager support.
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MLReef
No answers on this topic
Alternatives Considered
Adaptive
I haven't used any other similar products and am unfamiliar with any other options. Speaking generally, Adaptive Metadata Manager's user interface is occasionally buggy and doesn't always allow for smooth navigation. It's easy to get lost in the myriad reports and sheets on occasion.
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MLReef
No answers on this topic
Return on Investment
Adaptive
No answers on this topic
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