DBeaver vs. MLReef

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
DBeaver
Score 8.7 out of 10
N/A
DBeaver offers comprehensive data management tools designed to help teams explore, process, and administrate SQL, NoSQL, and cloud data sources. DBeaver is available commercially as DBeaver PRO and for free as DBeaver Community.
$11
per month per user
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
DBeaverMLReef
Editions & Modules
Lite Edition Subscription
$11
per month per user
Enterprise Edition Subscription
$25
per month per user
Lite Edition License
$110
per year per user
Enterprise Edition License
$250
per year per user
Ultimate Edition License
$500
per year per user
CloudBeaver Enterprise
$1,000
per year per 5 users
DBeaver Team Edition
$1,280
per year per 1 administrator and 2 developers
No answers on this topic
Offerings
Pricing Offerings
DBeaverMLReef
Free Trial
YesYes
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
NoYes
Entry-level Setup FeeNo setup feeOptional
Additional DetailsDiscounts are available for multi-user licenses.
More Pricing Information
Community Pulse
DBeaverMLReef
Top Pros
Top Cons
Features
DBeaverMLReef
Database Development
Comparison of Database Development features of Product A and Product B
DBeaver
8.0
9 Ratings
6% below category average
MLReef
-
Ratings
Version control tools8.02 Ratings00 Ratings
Test data generation7.03 Ratings00 Ratings
Performance optimization tools7.34 Ratings00 Ratings
Schema maintenance8.49 Ratings00 Ratings
Database change management9.15 Ratings00 Ratings
Database Administration
Comparison of Database Administration features of Product A and Product B
DBeaver
8.4
8 Ratings
1% below category average
MLReef
-
Ratings
User management7.95 Ratings00 Ratings
Database security8.05 Ratings00 Ratings
Database status reporting8.76 Ratings00 Ratings
Change management9.15 Ratings00 Ratings
Best Alternatives
DBeaverMLReef
Small Businesses
InterSystems IRIS
InterSystems IRIS
Score 8.0 out of 10
Jupyter Notebook
Jupyter Notebook
Score 9.1 out of 10
Medium-sized Companies
InterSystems IRIS
InterSystems IRIS
Score 8.0 out of 10
Posit
Posit
Score 9.7 out of 10
Enterprises
InterSystems IRIS
InterSystems IRIS
Score 8.0 out of 10
Posit
Posit
Score 9.7 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
DBeaverMLReef
Likelihood to Recommend
9.3
(9 ratings)
9.1
(1 ratings)
Support Rating
6.0
(1 ratings)
-
(0 ratings)
User Testimonials
DBeaverMLReef
Likelihood to Recommend
DBeaver
If you are connecting to Snowflake and want to query from your laptop, I find that this is much easier to use than Snowflake's IDE. It allows us as a business intelligence team to more easily connect to our servers, and code with much less hassle. It would be less appropriate if you are only on an on-premises SQL server, in that case, I would just use SSMS.
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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
DBeaver
  • Data import/export and SQL Script generation are quick and simple to do.
  • Fairly intuitive when viewing/editing table data.
  • Ability to save SQL scripts per server and recall them easily.
  • Handy intelligence when writing queries, functions, and stored procs.
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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
DBeaver
  • Some icons are kinda small and difficult to understand what they do
  • The spanish translation could be better
  • I think there are many functions that could be useful for me but I don't know what they do
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MLReef
  • Out of the box support for major cloud vendors
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Support Rating
DBeaver
Not a lot of users have DBeaver so fewer resources are available online to help you if you have any issues. When I was trying to figure out how to create my own ER diagrams, it was a little tough to find resources
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MLReef
No answers on this topic
Alternatives Considered
DBeaver
MySQL workbench from MySQL only supports MySQL databases and it only provides basic functionality. On top of that, the user experience could be quite confusing for first-time users. SSMS from SQL server doesn't support inline editing nicely. The view for inline editing and view data is different, making it uncomfortable to use. All in all, DBeaver is the best tool when you manage a lot of databases with different types.
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MLReef
No answers on this topic
Return on Investment
DBeaver
  • Positive Ability to manage DBeaver and query ad-hoc quickly
  • By having the queries saved it has saved developer time and thereby increased the ROI on the investment on the tool
  • This has made firefighting quicker and freed up resources for more development work.
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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