Dataiku vs. GoodData

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Dataiku
Score 8.5 out of 10
N/A
The Dataiku platform unifies data work from analytics to Generative AI. It supports enterprise analytics with visual, cloud-based tooling for data preparation, visualization, and workflow automation.N/A
GoodData
Score 8.9 out of 10
N/A
GoodData is an analytics platform used by organizations to deliver real-time, governed insights, embedded into products, customized for users, and integrated into any data environment.N/A
Pricing
DataikuGoodData
Editions & Modules
Discover
Contact sales team
Business
Contact sales team
Enterprise
Contact sales team
No answers on this topic
Offerings
Pricing Offerings
DataikuGoodData
Free Trial
YesYes
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
NoYes
Entry-level Setup FeeNo setup feeOptional
Additional Details
More Pricing Information
Community Pulse
DataikuGoodData
Features
DataikuGoodData
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
Dataiku
8.6
5 Ratings
3% above category average
GoodData
-
Ratings
Connect to Multiple Data Sources8.05 Ratings00 Ratings
Extend Existing Data Sources10.04 Ratings00 Ratings
Automatic Data Format Detection10.05 Ratings00 Ratings
MDM Integration6.52 Ratings00 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
Dataiku
10.0
5 Ratings
17% above category average
GoodData
-
Ratings
Visualization10.05 Ratings00 Ratings
Interactive Data Analysis10.05 Ratings00 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
Dataiku
9.5
5 Ratings
15% above category average
GoodData
-
Ratings
Interactive Data Cleaning and Enrichment9.05 Ratings00 Ratings
Data Transformations9.05 Ratings00 Ratings
Data Encryption10.04 Ratings00 Ratings
Built-in Processors10.04 Ratings00 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
Dataiku
8.5
5 Ratings
1% above category average
GoodData
-
Ratings
Multiple Model Development Languages and Tools8.05 Ratings00 Ratings
Automated Machine Learning8.05 Ratings00 Ratings
Single platform for multiple model development8.05 Ratings00 Ratings
Self-Service Model Delivery10.04 Ratings00 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
Dataiku
8.0
5 Ratings
6% below category average
GoodData
-
Ratings
Flexible Model Publishing Options8.05 Ratings00 Ratings
Security, Governance, and Cost Controls8.05 Ratings00 Ratings
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
Dataiku
-
Ratings
GoodData
8.1
72 Ratings
12% above category average
Pixel Perfect reports00 Ratings7.954 Ratings
Customizable dashboards00 Ratings8.972 Ratings
Report Formatting Templates00 Ratings7.461 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
Dataiku
-
Ratings
GoodData
8.0
72 Ratings
2% above category average
Drill-down analysis00 Ratings7.770 Ratings
Formatting capabilities00 Ratings7.572 Ratings
Report sharing and collaboration00 Ratings7.968 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
Dataiku
-
Ratings
GoodData
7.8
69 Ratings
1% above category average
Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings8.067 Ratings
Location Analytics / Geographic Visualization00 Ratings7.556 Ratings
Predictive Analytics00 Ratings6.840 Ratings
Pattern Recognition and Data Mining00 Ratings8.920 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
Dataiku
-
Ratings
GoodData
8.0
73 Ratings
5% above category average
Multi-User Support (named login)00 Ratings8.872 Ratings
Role-Based Security Model00 Ratings8.565 Ratings
Multiple Access Permission Levels (Create, Read, Delete)00 Ratings8.071 Ratings
Single Sign-On (SSO)00 Ratings6.945 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
Dataiku
-
Ratings
GoodData
8.4
49 Ratings
15% above category average
REST API00 Ratings8.442 Ratings
Javascript API00 Ratings8.437 Ratings
iFrames00 Ratings8.340 Ratings
Best Alternatives
DataikuGoodData
Small Businesses
Jupyter Notebook
Jupyter Notebook
Score 8.5 out of 10
Yellowfin
Yellowfin
Score 8.7 out of 10
Medium-sized Companies
Posit
Posit
Score 10.0 out of 10
Reveal
Reveal
Score 10.0 out of 10
Enterprises
Posit
Posit
Score 10.0 out of 10
Infor Birst
Infor Birst
Score 6.4 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
DataikuGoodData
Likelihood to Recommend
10.0
(4 ratings)
9.1
(97 ratings)
Likelihood to Renew
-
(0 ratings)
9.0
(16 ratings)
Usability
10.0
(1 ratings)
8.8
(78 ratings)
Availability
-
(0 ratings)
10.0
(2 ratings)
Performance
-
(0 ratings)
10.0
(2 ratings)
Support Rating
9.4
(3 ratings)
10.0
(9 ratings)
In-Person Training
-
(0 ratings)
9.0
(1 ratings)
Online Training
-
(0 ratings)
8.0
(1 ratings)
Implementation Rating
-
(0 ratings)
6.0
(3 ratings)
Configurability
-
(0 ratings)
8.0
(1 ratings)
Ease of integration
-
(0 ratings)
7.2
(3 ratings)
Product Scalability
-
(0 ratings)
10.0
(1 ratings)
Vendor post-sale
-
(0 ratings)
10.0
(1 ratings)
Vendor pre-sale
-
(0 ratings)
8.0
(1 ratings)
User Testimonials
DataikuGoodData
Likelihood to Recommend
Dataiku
Dataiku is an awesome tool for data scientists. It really makes our lives easier. It is also really good for non technical users to see and follow along with the process. I do think that people can fall into the trap of using it without any knowledge at all because so much is automated, but I dont think that is the fault of Dataiku.
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GoodData
GoodData is well suited for classic business intelligence and data analytics solution involving visually driven content using charts and graphs. It's rich collection and drillable interactions make it perfect for embedded analytics where application workflow is tied to analytics. However, GoodData may not be ideal or appropriate for such solutions that require lot of textual content to be displayed with the help of tabular visuals, particularly in regulated industries where the key is in the details. This is all tied to the platform limits that force the default layout to pre-filter
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Pros
Dataiku
  • Allows users to collaborate and monitor individual tasks
  • Caters to both types of analysts, coders and non-coders, alike
  • Integrate graphs and plots with visualization tools such as Tableau
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GoodData
  • GoodData provides advanced analytics for predictive modeling. This assists in identifying potential issues before they arise, and making proactive decisions.
  • GoodData prioritizes data security and compliance, providing features that help IT firms like ours adhere to regulatory requirements.
  • GoodData gives high customization dashboards, allows us professionals to create tailored view of KPI.
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Cons
Dataiku
  • The integrated windows of frontend and backend in web applications make it cumbersome for the developer.
  • When dealing with multiple data flows, it becomes really confusing, though they have introduced a feature (Zones) to cater to this issue.
  • Bundling, exporting, and importing projects sometimes create issues related to code environment. If the code environment is not available, at least the schema of the flow we should be able to import should be.
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GoodData
  • Good Data is already have certain customizable options. However, having more flexibility in customizing reports and dashboards & control over the visual aspects would enhance the overall user experience.
  • To make Good Data even more powerful tool, improving the speed and responsiveness of the tool, especially during data-intensive tasks, would be a significantly helpful.
  • For new users, the interface can be made more user friendly which would promote easy navigation through features of tool.
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Likelihood to Renew
Dataiku
No answers on this topic
GoodData
Because gooddata really helps us in processing data to make reports or dashboards. So we are very satisfied when we use it. What we like is the flexible use of charts. We change at will the use of charts to display in reports or dashboards. Thank you Gooddata for helping companies like us who need flexibility in usage
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Usability
Dataiku
The user experience is very good. Everything feels intuitive and "flows" (sorry excuse the pun) so nicely, and the customization level is also appropriate to the tool. Even as a newer data scientist, it felt easy to use and the explanations/tutorials were very good. The documentation is also at a good level
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GoodData
From a customer perspective it is incredibly usable. We have more users building their own reports that would normally need custom work from our support team. The back end can be daunting when trying to configure things like new data elements or push changes to a report to all existing customers.
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Reliability and Availability
Dataiku
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
Dataiku
No answers on this topic
GoodData
I'm generally impressed with how fast it reflects so much data.
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Support Rating
Dataiku
The open source user community is friendly, helpful, and responsive, at times even outdoing commercial software vendors. Documentation is also top notch, and usually resolves issues without the need for human interactions. Great product design, with a focus on user experience, also makes platform use intuitive, thus reducing the need for explicit support.
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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
Dataiku
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
Dataiku
No answers on this topic
GoodData
GoodData implementation team was professional and courteous
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Implementation Rating
Dataiku
No answers on this topic
GoodData
Implementations are hard and we had limited technical resources. We relied too heavily on GD care team. When we found technical gaps, they weren't simple to overcome
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Alternatives Considered
Dataiku
Anaconda is mainly used by professional data scientists who have profound knowledge of Python coding, mainly used for building some new algorithm block or some optimization, then the module will be integrated into the Dataiku pipeline/workflow. While Dataiku can be used by even other kinds of users.
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GoodData
GoodData comparing to other platform is very easy to use, customer support and on-boarding support. Set of features, speed of integration in our platform. Also great benefit for us was very competetive pricing.
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Scalability
Dataiku
No answers on this topic
GoodData
We now have hundreds of customers on multiple product lines. It's very flexible and we can troubleshoot ourselves.
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Return on Investment
Dataiku
  • Customer satisfaction
  • Timely project delivery
Read full review
GoodData
  • GoodData helped me while making a decision of our marketing spend, next month we got 3X ROI back on a $100,000 a spend.
  • I initially was very dicey about the analytics and reports we see, but now I can make my every dollar investment decisions based on it.
  • Along with our growing data needs, it allow us to handle increased data volumes as well.
Read full review
ScreenShots

GoodData Screenshots

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