Apache Hadoop vs. GoodData

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Hadoop
Score 7.3 out of 10
N/A
Hadoop is an open source software from Apache, supporting distributed processing and data storage. Hadoop is popular for its scalability, reliability, and functionality available across commoditized hardware.N/A
GoodData
Score 8.4 out of 10
N/A
GoodData is a cloud-based data and analytics platform, bringing AI-fueled data-driven decision-making to organisations across the globe. With a platform that leverages the potential of automation and AI, GoodData empowers its customers to make data analytics available to end users via real-time, self-service data insights right at the point of work. The vendor states that over 140,000 businesses and 3.2 million users rely on GoodData to drive meaningful change and achieve more through…
$30
per month per user
Pricing
Apache HadoopGoodData
Editions & Modules
No answers on this topic
Internal Analytics Startup
$30
per month per user
Offerings
Pricing Offerings
HadoopGoodData
Free Trial
NoYes
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
NoYes
Entry-level Setup FeeNo setup feeOptional
Additional Details
More Pricing Information
Features
Apache HadoopGoodData
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
Apache Hadoop
-
Ratings
GoodData
7.6
54 Ratings
9% above category average
Pixel Perfect reports00 Ratings7.638 Ratings
Customizable dashboards00 Ratings7.854 Ratings
Report Formatting Templates00 Ratings7.443 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
Apache Hadoop
-
Ratings
GoodData
7.8
53 Ratings
1% above category average
Drill-down analysis00 Ratings7.752 Ratings
Formatting capabilities00 Ratings6.853 Ratings
Report sharing and collaboration00 Ratings7.649 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
Apache Hadoop
-
Ratings
GoodData
7.1
52 Ratings
6% below category average
Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings7.350 Ratings
Location Analytics / Geographic Visualization00 Ratings6.941 Ratings
Predictive Analytics00 Ratings6.730 Ratings
Pattern Recognition and Data Mining00 Ratings7.510 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
Apache Hadoop
-
Ratings
GoodData
7.5
54 Ratings
1% above category average
Multi-User Support (named login)00 Ratings7.554 Ratings
Role-Based Security Model00 Ratings7.147 Ratings
Multiple Access Permission Levels (Create, Read, Delete)00 Ratings7.453 Ratings
Single Sign-On (SSO)00 Ratings7.832 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
Apache Hadoop
-
Ratings
GoodData
8.0
32 Ratings
7% above category average
REST API00 Ratings7.926 Ratings
Javascript API00 Ratings7.924 Ratings
iFrames00 Ratings8.026 Ratings
Best Alternatives
Apache HadoopGoodData
Small Businesses

No answers on this topic

BrightGauge
BrightGauge
Score 8.9 out of 10
Medium-sized Companies
Cloudera Manager
Cloudera Manager
Score 9.7 out of 10
Reveal
Reveal
Score 9.9 out of 10
Enterprises
IBM Analytics Engine
IBM Analytics Engine
Score 8.8 out of 10
Sigma
Sigma
Score 9.1 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Apache HadoopGoodData
Likelihood to Recommend
8.9
(36 ratings)
7.8
(82 ratings)
Likelihood to Renew
9.6
(8 ratings)
8.1
(14 ratings)
Usability
8.5
(5 ratings)
7.5
(61 ratings)
Availability
-
(0 ratings)
7.0
(1 ratings)
Performance
8.0
(1 ratings)
8.0
(1 ratings)
Support Rating
7.5
(3 ratings)
8.2
(6 ratings)
In-Person Training
-
(0 ratings)
9.0
(1 ratings)
Online Training
6.1
(2 ratings)
8.0
(1 ratings)
Implementation Rating
-
(0 ratings)
9.0
(2 ratings)
Ease of integration
-
(0 ratings)
8.0
(1 ratings)
User Testimonials
Apache HadoopGoodData
Likelihood to Recommend
Apache
Altogether, I want to say that Apache Hadoop is well-suited to a larger and unstructured data flow like an aggregation of web traffic or even advertising. I think Apache Hadoop is great when you literally have petabytes of data that need to be stored and processed on an ongoing basis. Also, I would recommend that the software should be supplemented with a faster and interactive database for a better querying service. Lastly, it's very cost-effective so it is good to give it a shot before coming to any conclusion.
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GoodData
GoodData excels for my sales team in scenarios such as real-time performance tracking and sales metrics. The customizable dashboards help me to monitor lead conversion, revenue and individual performance. Along with huge data we also have insights. We can get most of our decisions based on it's analysis and optimize our strategies, and enhance overall sales.
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Pros
Apache
  • Handles large amounts of unstructured data well, for business level purposes
  • Is a good catchall because of this design, i.e. what does not fit into our vertical tables fits here.
  • Decent for large ETL pipelines and logging free-for-alls because of this, also.
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GoodData
  • GoodData helps in simplifying complex data into easy-to-understand visuals. We can create personalized dashboards & tailor them as per requirements. This data can be used from an executive level employee to a team lead employee in the business
  • GoodData is a very user friendly platform. The collaborative features simplify sharing and discussing reports among team members which promotes a culture of data-driven decision-making.
  • GoodData connects with various data sources and consolidate information from multiple platforms. This flexibility proves invaluable for businesses dealing with data spread across different systems as they can access large amount of data on a single platform.
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Cons
Apache
  • Less organizational support system. Bugs need to be fixed and outside help take a long time to push updates
  • Not for small data sets
  • Data security needs to be ramped up
  • Failure in NameNode has no replication which takes a lot of time to recover
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GoodData
  • Firstly I would like to mention about it's setup which took us more than a month to integrate and get things started.
  • Not that easy for beginner to start using the platform.
  • Some features are hard to find at setup due to it's complexity but later it went well.
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Likelihood to Renew
Apache
Hadoop is organization-independent and can be used for various purposes ranging from archiving to reporting and can make use of economic, commodity hardware. There is also a lot of saving in terms of licensing costs - since most of the Hadoop ecosystem is available as open-source and is free
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GoodData
Each client I have worked with and spoken too has renewed their GoodData subscription. I know of not one to date that has cancelled. The GoodData platform has a very high rate of renewal from the discussions I have had with their internal teams as well
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Usability
Apache
Great! Hadoop has an easy to use interface that mimics most other data warehouses. You can access your data via SQL and have it display in a terminal before exporting it to your business intelligence platform of choice. Of course, for smaller data sets, you can also export it to Microsoft Excel.
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GoodData
GoodData provided us with strong overall usability and provided us a platform for various business analytics. Its user-friendly and insightful reports and also the dashboards. Me and my team really appreciate the platform's ability to streamline decision-making processes. However, there is a learning curve during initial setup as I mentioned before. Continuous improvements in the onboarding could further enhance GoodData's usability as well.
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Reliability and Availability
Apache
No answers on this topic
GoodData
We are approximately one month since go-live. There has been one short outage.
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Performance
Apache
No answers on this topic
GoodData
Performance on refreshing metrics works well.
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Support Rating
Apache
We went with a third party for support, i.e., consultant. Had we gone with Azure or Cloudera, we would have obtained support directly from the vendor. my rating is more on the third party we selected and doesn't reflect the overall support available for Hadoop. I think we could have done better in our selection process, however, we were trying to use an already approved vendor within our organization. There is plenty of self-help available for Hadoop online.
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GoodData
Support team has been highly responsive and helpful from our first initial deployment to present day. They engage and work with us. know when to escalate for more challenging problems. They also follow up. Overall have had a very good experience with support
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In-Person Training
Apache
No answers on this topic
GoodData
Petr was a rock star - patient, knowledgeable, clear and easy to work with.
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Online Training
Apache
Hadoop is a complex topic and best suited for classrom training. Online training are a waste of time and money.
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GoodData
GoodData implementation team was professional and courteous
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Implementation Rating
Apache
No answers on this topic
GoodData
Thorough, professional and on time.
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Alternatives Considered
Apache
Not used any other product than Hadoop and I don't think our company will switch to any other product, as Hadoop is providing excellent results. Our company is growing rapidly, Hadoop helps to keep up our performance and meet customer expectations. We also use HDFS which provides very high bandwidth to support MapReduce workloads.
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GoodData
GoodData was more cost effective and did not necessitate additional spend on internal resources. The end user interface was easy to use and did not require additional set up or customization. The clients required little support from the Prometric staff to use the product
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Return on Investment
Apache
  • There are many advantages of Hadoop as first it has made the management and processing of extremely colossal data very easy and has simplified the lives of so many people including me.
  • Hadoop is quite interesting due to its new and improved features plus innovative functions.
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GoodData
  • We have been able to quickly go to market with a feature-rich version of our application.
  • The licensing costs are manageable but make our offering more expensive than alternatives.
  • The possibility to horizontal scaling with Kubernetes is a bright outlook for our business.
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ScreenShots

GoodData Screenshots

Screenshot of GoodData's array of tools and AI features to dig into data for needed insights.Screenshot of GoodData’s AI-powered features (like NLQ) and drag-and-drop UI, used to build and interact with charts and dashboards.Screenshot of GoodData's pro-code, low-code, and no-code interfaces, available so users with all skill levels can collaborate to share insights and findings.Screenshot of forecasting tools that let users predict trends for key business metrics for the next month, quarter, and year.Screenshot of NLQ, used to ask questions of data, automatically create new visualizations, and discover new insights using natural language via an AI chatbot.Screenshot of an AI-powered explanation of what is driving the values, in dashboards and visualizations.