Dremio vs Pentaho Business Analytics comparison

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Executive Summary

We performed a comparison between Dremio and Pentaho Business Analytics based on real PeerSpot user reviews.

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Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"Everyone uses Dremio in my company; some use it only for the analytics function.""Dremio gives you the ability to create services which do not require additional resources and sterilization.""Dremio allows querying the files I have on my block storage or object storage.""The most valuable feature of Dremio is it can sit on top of any other data storage, such as Amazon S3, Azure Data Factory, SGFS, or Hive. The memory competition is good. If you are running any kind of materialized view, you'd be running in memory.""We primarily use Dremio to create a data framework and a data queue.""Dremio enables you to manage changes more effectively than any other data warehouse platform. There are two things that come into play. One is data lineage. If you are looking at data in Dremio, you may want to know the source and what happened to it along the way or how it may have been transformed in the data pipeline to get to the point where you're consuming it."

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"Easy to use components to create the job.""I use the BI Server, CDE Dashboards, Saiku, and Kettle, because these tools are very good and highly experienced.""Pentaho is an analytics platform that can be used when an organization has a lot of big data storage systems already installed and needs to manage and analyze that data. It has a specific use case for unstructured data, such as documents, and needs to be able to search and analyze it.""The most valuable feature of Pentaho is the Tableau report.""Pentaho Business Analytics' best features include the ease of developing data flows and the wide range of options to connect to databases, including those on the cloud.""The initial setup is pretty straightforward.""We were able to install it without any assistance from tech support."

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Cons
"Dremio takes a long time to execute large queries or the executing of correlated queries or nested queries. Additionally, the solution could improve if we could read data from the streaming pipelines or if it allowed us to create the ETL pipeline directly on top of it, similar to Snowflake.""We've faced a challenge with integrating Dremio and Databricks, specifically regarding authentication. It is not shaking hands very easily.""They have an automated tool for building SQL queries, so you don't need to know SQL. That interface works, but it could be more efficient in terms of the SQL generated from those things. It's going through some growing pains. There is so much value in tools like these for people with no SQL experience. Over time, Dermio will make these capabilities more accessible to users who aren't database people.""I cannot use the recursive common table expression (CTE) in Dremio because the support page says it's currently unsupported.""Dremio doesn't support the Delta connector. Dremio writes the IT support for Delta, but the support isn't great. There is definitely room for improvement.""It shows errors sometimes."

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"Pentaho Business Analytics' user interface is outdated.""Another concern is that Pentaho is not customizable or interactive.""The repository should be improved.""Pentaho, at the general level, should greatly improve the easy construction of its dashboards and easy integration of information from different sources without technical user intervention.""Logging capability is needed.""We did not achieve the ROI. The work delivered to users had lesser value than the subscription cost.""Deployment is not simple. It is not simple because we are dealing with a lot of data; we are dealing with a lot of storage. So, it's not a simple process.""Version control would be a good addition."

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Pricing and Cost Advice
  • "Right now the cluster costs approximately $200,000 per month and is based on the volume of data we have."
  • "Dremio is less costly competitively to Snowflake or any other tool."
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  • "Free and commercial versions are available."
  • "Pentaho is expensive ."
  • "We were lucky enough to find a Pentaho OEM partner who offered a data warehouse model and the ETL software for about 60K SGD per year."
  • More Pentaho Business Analytics Pricing and Cost Advice →

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    Comparison Review
    Anonymous User
    Any company (be it technology, manfucaturing, human resource, ecommerce, SME etc) always has the need for Business Intelligence to some or the other extent. If cost is one of the consideration factor, then the 2 BI tools which are at the forefront are Pentaho and Jaspersoft. But, often the same companies are caught up in an imbrogilo as to which tool to use, what are the technology/and end business user wise differences/ do i actually need to purchase commercial edition, is there any work around etc. Differences :- In the below mentioned points, I have tried to cover functionality wise the differences a. Reports :- Jaspersoft is known for its picture pixel perfect reporting. Jasper uses ireport for designing the reports. Hence, for having reports, Jaspersoft is the most ideal candidate. Pentaho uses Pentaho Report Designer. b. Dashboards :- Pentaho provides much more capabililties, interactivity in terms of dashboards. Dashboards designed in Pentaho are far more superior in functionality, aesthetically as compared to Jaspersoft. Pentaho CE uses CDE/CDF, Pentaho EE uses PDD . Dashboard functionality is present only in the Enterprise edition of Jaspersoft. c. Pentaho is having an intermediate layer known as Xactions & hence providing much more flexibility in terms of plugin designing, integration with applications, having out of box experience etc. Xactions supports scripting and scheduling of scripts execution. Jaspersoft dosent provide that much of flexibility in terms of… Read more →
    Questions from the Community
    Top Answer:Dremio allows querying the files I have on my block storage or object storage.
    Top Answer:Every tool has a value based on its visualization, and the pricing is worth its value.
    Top Answer:Dremio's interface is good, but it has a few limitations. I cannot do a lot of things with ANSI SQL or basic SQL. I cannot use the recursive common table expression (CTE) in Dremio because the support… more »
    Top Answer:There are many...It would rather depend what System BI architecture or Enterprise legacy you have at your end...I would recommend as follows:  1) If you have legacies of SAP, Oracle  - look for SAP… more »
    Top Answer:The organization has both options based on their needs and budget constraints. The Enterprise Edition is expensive with references to an added number of features.
    Top Answer:The product to me is not as user-friendly as other players in the market. It also still needs improvement in the reporting module. You will need to search for deployment examples or need to have a… more »
    Ranking
    8th
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    2,693
    Comparisons
    2,048
    Reviews
    6
    Average Words per Review
    530
    Rating
    8.7
    Views
    1,256
    Comparisons
    918
    Reviews
    4
    Average Words per Review
    526
    Rating
    7.0
    Comparisons
    Also Known As
    Pentaho, Kettle, Hitachi Pentaho Business Analytics
    Learn More
    Dremio
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    Overview

    Dremio is a data lake query engine tool that creates PDSs and VDSs on top of S3 buckets. It is used for managing simple ad-hoc queries and as a greater layer for ad-hoc queries. The most valuable features of Dremio include its ability to sit on top of any data storage, generate refresh reflections and create visuals, manage changes effectively through data lineage and data providence capabilities, use open-source, and address the problem of data transfer when working with large datasets. The use cases are broad, allowing for high-performance queries from a data lake.

    Pentaho is an open source business intelligence company that provides a wide range of tools to help their customers better manage their businesses. These tools include data integration software, mining tools, dashboard applications, online analytical processing options, and more.

    Pentaho has two product categories: There is the standard enterprise version. This is the product that comes directly from Pentaho itself with all of the benefits, features, and programs that come along with a paid application such us analysis services, dashboard design, and interactive reporting.

    The alternative is an open source version, which the public is permitted to add to and tweak the product. This solution has its advantages, aside from the fact that it is free, in that there are many more people working on the project to improve its quality and breadth of functionality.

    Sample Customers
    UBS, TransUnion, Quantium, Daimler, OVH
    Cargo 2000 Lufthansa, Marketo, ModCloth, Cardiac Science, Telefonica, ExactTarget, Active Broadband Networks, and Brussels Airport.
    Top Industries
    VISITORS READING REVIEWS
    Financial Services Firm31%
    Computer Software Company11%
    Manufacturing Company8%
    Retailer5%
    REVIEWERS
    Computer Software Company19%
    Financial Services Firm13%
    University13%
    Marketing Services Firm6%
    VISITORS READING REVIEWS
    Financial Services Firm21%
    Government12%
    Computer Software Company11%
    Educational Organization9%
    Company Size
    VISITORS READING REVIEWS
    Small Business15%
    Midsize Enterprise11%
    Large Enterprise74%
    REVIEWERS
    Small Business50%
    Midsize Enterprise17%
    Large Enterprise33%
    VISITORS READING REVIEWS
    Small Business27%
    Midsize Enterprise13%
    Large Enterprise60%
    Buyer's Guide
    Data Science Platforms
    March 2024
    Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms. Updated: March 2024.
    765,386 professionals have used our research since 2012.

    Dremio is ranked 8th in Data Science Platforms with 6 reviews while Pentaho Business Analytics is ranked 20th in BI (Business Intelligence) Tools with 42 reviews. Dremio is rated 8.6, while Pentaho Business Analytics is rated 8.0. The top reviewer of Dremio writes "Quick database capabilities but sometimes shows minor errors". On the other hand, the top reviewer of Pentaho Business Analytics writes "Flexible, easy to understand, and simple to set up". Dremio is most compared with Databricks, Snowflake, Starburst Enterprise, Amazon Redshift and Microsoft Azure Synapse Analytics, whereas Pentaho Business Analytics is most compared with Microsoft Power BI, Databricks, Microsoft SQL Server Reporting Services, Tableau and SAP Crystal Reports.

    We monitor all Data Science Platforms reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.