Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Alteryx
Score 9.0 out of 10
N/A
Alteryx aims to be the launchpad for automation breakthroughs. Be it for personal growth, achieving transformative digital outcomes, or rapid innovation, Alteryx converges analytics, data science and process automation to enable users across organizations to make business-altering breakthroughs. Alteryx Designer can be used to automate every analytics step — from data prep to data science. Access any data source or type, then blend via drag-and-drop interface.…N/A
DataRobot
Score 8.7 out of 10
N/A
The DataRobot AI Platform is presented as a solution that accelerates and democratizes data science by automating the end-to-end journey from data to value and allows users to deploy AI applications at scale. DataRobot provides a centrally governed platform that gives users AI to drive business outcomes, that is available on the user's cloud platform-of-choice, on-premise, or as a fully-managed service. The solutions include tools providing data preparation enabling users to explore and…
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Pricing
AlteryxDataRobot
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
AlteryxDataRobot
Free Trial
YesYes
Free/Freemium Version
NoYes
Premium Consulting/Integration Services
YesYes
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
AlteryxDataRobot
Considered Both Products
Alteryx
Chose Alteryx
Alteryx worked 'out-of-the-box' without needing our IT team to provide setup or engineering. The data connections are included and functional with ease. No other drivers are needed. The support team at Alteryx is second-to-none, including the fabulous Alteryx Community. The …
DataRobot
Chose DataRobot
Alteryx is like a baby, you can play nicely with it but when you want to baby to get serious, it remains child.
With Datarobot you can get from problem to production very, very fast.
Chose DataRobot
Many products tend to offer a sort of baseline interface with statistical models and call it AI. These are things like linear regression formulas being built into BI platforms (Tableau, PowerBI). The problem with these types of platforms is often the depth and accuracy of the …
Chose DataRobot
Alteryx is more of data processing only with user-friendly interface for non-technical users. Data Robot is more than that and can provide intelligent models for machine learning.
Chose DataRobot
Comparable to H2O but my company chose DataRobot so that's why I'm using it. Pricing is reasonable and the feature coverage is probably better from an end-to-end perspective. DataRobot has less flexibility than Amazon SageMaker but is a lot simpler to use, which again for a …
Chose DataRobot
DataRobot provided the perfect balance of features and price points. The other tools we tried were very expensive and provided extra things that we really didn't need. Some of the other tools also required you to host them on a server at your institution or pay for their cloud …
Chose DataRobot
We've just had an intro but DataRobot is much more specialized in predictive analytics. Dataiku seems for me a platform that aims to cover a little bit all the steps or processes of a D&A team and with this approach, you may be doing a trade-off in quality and power
Chose DataRobot
DataRobot is far easier to implement and much easier to master. The license cost considerations are more economically favorable also.
Chose DataRobot
Has several limitations in terms of model development and documentation.
Chose DataRobot
We selected DataRobot for its "Automated" Machine Learning. Automation allows us to easily and quickly create machine learning models. The deployment process is simple, which was another key decision factor in choosing DataRobot over other platforms. We were pleasantly …
Chose DataRobot
I was only involved in manual model creation using python packages such as Sklearn and TensorFlow, and can attest that no matter how much time I spend with model creation, DataRobot will beat my manual models in accuracy and precision. Why waste time on something that is …
Top Pros
Top Cons
Features
AlteryxDataRobot
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
Alteryx
-
Ratings
DataRobot
7.2
52 Ratings
16% below category average
Connect to Multiple Data Sources00 Ratings6.247 Ratings
Extend Existing Data Sources00 Ratings6.042 Ratings
Automatic Data Format Detection00 Ratings8.450 Ratings
MDM Integration00 Ratings8.124 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
Alteryx
-
Ratings
DataRobot
7.9
51 Ratings
6% below category average
Visualization00 Ratings8.050 Ratings
Interactive Data Analysis00 Ratings7.849 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
Alteryx
-
Ratings
DataRobot
7.7
50 Ratings
7% below category average
Interactive Data Cleaning and Enrichment00 Ratings7.443 Ratings
Data Transformations00 Ratings7.548 Ratings
Data Encryption00 Ratings8.225 Ratings
Built-in Processors00 Ratings7.941 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
Alteryx
-
Ratings
DataRobot
8.6
53 Ratings
0% above category average
Multiple Model Development Languages and Tools00 Ratings7.644 Ratings
Automated Machine Learning00 Ratings9.353 Ratings
Single platform for multiple model development00 Ratings9.150 Ratings
Self-Service Model Delivery00 Ratings8.549 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
Alteryx
-
Ratings
DataRobot
8.4
48 Ratings
2% below category average
Flexible Model Publishing Options00 Ratings8.548 Ratings
Security, Governance, and Cost Controls00 Ratings8.242 Ratings
Best Alternatives
AlteryxDataRobot
Small Businesses
Klipfolio
Klipfolio
Score 8.4 out of 10
Saturn Cloud
Saturn Cloud
Score 9.1 out of 10
Medium-sized Companies
Klipfolio
Klipfolio
Score 8.4 out of 10
Mathematica
Mathematica
Score 8.3 out of 10
Enterprises

No answers on this topic

Alteryx
Alteryx
Score 9.0 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
AlteryxDataRobot
Likelihood to Recommend
9.2
(123 ratings)
8.2
(57 ratings)
Likelihood to Renew
7.0
(16 ratings)
6.6
(4 ratings)
Usability
9.0
(51 ratings)
-
(0 ratings)
Availability
9.0
(3 ratings)
-
(0 ratings)
Performance
9.1
(32 ratings)
-
(0 ratings)
Support Rating
9.3
(51 ratings)
8.2
(5 ratings)
In-Person Training
7.0
(1 ratings)
-
(0 ratings)
Online Training
9.0
(1 ratings)
-
(0 ratings)
Implementation Rating
9.0
(3 ratings)
-
(0 ratings)
Configurability
9.1
(1 ratings)
-
(0 ratings)
Ease of integration
9.1
(2 ratings)
-
(0 ratings)
Product Scalability
8.2
(2 ratings)
-
(0 ratings)
Vendor post-sale
9.1
(1 ratings)
-
(0 ratings)
Vendor pre-sale
7.3
(1 ratings)
-
(0 ratings)
User Testimonials
AlteryxDataRobot
Likelihood to Recommend
Alteryx
We're trying right now to get more people using it at our company so we can send management documented cases for how we can expand and purchase Alteryx Server which will extend the capabilities even more and across more departments. It's been well suited for pretty much everything we do on a repeating schedule. It's worth the time to set up the workflows. When Treasury sends me the bank download now - I save it to a folder and run our workflows and send back 2 journal entries in .9 seconds. (yes - in less than a second it's finished running)
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DataRobot
Data Robot is a powerful tool for greatly reducing the time required to build powerful and accurate machine learning models. It then allows you to utilize these items. It is probably most appropriate for organisations looking to get into data science and incorporate Machine learning and AI into their decision making. Having dedicated resources that can be upskilled is perfect, as the expertise and software provided allows for a big jump from willing to able. For the to work effectively, organisations should really consider dedicating at least one resource to the ML and AI projects, and understsand that not every project will yield fruit. A lot of this is innovation and experimentation, so relying on data Robots insights in make or break situations is not recommended. You also need to manage expectations well as the data you have may simply not allow for a powerful model. Finally, the organisation must be open to change, this has to exist in tandem with the above. If the organisation's key stakeholders don't want to change, all the insights in the world won't help. So a willingness and ability to change effectively is required to maximize ROI.
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Pros
Alteryx
  • Pulling data from multiple disparate data sources.
  • Allows users to see the data at every step of the workflow to be able to cleanse, analyze, and optimize the data.
  • Provides an analytics platform that is easy for users of all levels to thrive in whether they are just starting out in their analytics journey or they have a master's degree in Data Science.
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DataRobot
  • DataRobot helps, with algorithms, to analyze and decipher numerous machine-learning techniques in order to provide models to assist in company-wide decision making.
  • Our DataRobot program puts on an "even playing field" the strength of auto-machine learning and allows us to make decisions in an extremely timely manner. The speed is consistent without being offset by errors or false-negatives.
  • It encompasses many desired techniques that help companies in general, to reconfigure in to artificial intelligence driven firms, with little to no inconvenience.
Read full review
Cons
Alteryx
  • Alteryx is great for processes that is has already "thought through". It's more difficult to get Alteryx to deal with some customization.
  • The data visualizations with Alteryx are generally good, although I don't think the color schemes are the best.
  • I think the data science capabilities are awesome with Alteryx, although not as well used as products built with Python or R.
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DataRobot
  • The platform itself is very complicated. It probably can't function well without being complicated, but there is a big training curve to get over before you can effectively use it. Even I'm not sure if I'm effectively using it now.
  • The suggested model DataRobot deploys often not the best model for our purposes. We've had to do a lot of testing to make sure what model is the best. For regressive models, DataRobot does give you a MASE score but, for some reason, often doesn't suggest the best MASE score model.
  • The software will give you errors if output files are not entered correctly but will not exactly tell you how to fix them. Perhaps that is complicated, but being able to download a template with your data for an output file in the correct format would be nice.
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Likelihood to Renew
Alteryx
We've developed a working partnership with Alteryx. As an enablement suite, we're continuing to innovate and deliver great products with use of Alteryx in our solutions. Alteryx use expands to our global product development teams and is in use in multiple parts of our organization. Alteryx also delivers Experian demographic content to other clients in their product offering. We're highly likely to renew, but that decision is way above my pay grade.
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DataRobot
DataRobot presents a machine-learning platform designed by data scientists from an array of backgrounds, to construct and develop precise predictive modeling in a fraction of the time previously taken. The tech invloved addresses the critical shortage of data scientists by changing the speed and economics of predictive analytics. DataRobot utilizes parallel processing to evaluate models in R, Python, Spark MLlib, H2O and other open source databases. It searches for possible permutations and algorithms, features, transformation, processes, steps and tuning to yield the best models for the dataset and predictive goal.
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Usability
Alteryx
I've found that while some things might take a little longer to create, the flexibility of Alteryx allows you to perform any function needed. I haven't found a use that was not available in Alteryx yet. APIs and XMLs can be created to perform certain functions. In addition, CMD line commands can be sent using Alteryx to perform certain functions as well.
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DataRobot
No answers on this topic
Reliability and Availability
Alteryx
I use many programs and compared to others, Alteryx virtually never goes down, freezes up or gives an application error. Over a 4 year time period that I have used this program, any of these may have happened 3 times. It is an incredibly stable program that I feel completely confident in.
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DataRobot
No answers on this topic
Performance
Alteryx
Alteryx is an extremely reliable platform. If there is an error in my workflow, I feel pretty strongly it was probably my fault. The platform also handles large amounts of data very quickly and can join/match, sort, filter, calculate on that data quickly as well. One of my favorite things to build into a workflow are the messages based on data/metadata and error messages based on errors I have come across before.
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DataRobot
No answers on this topic
Support Rating
Alteryx
Stellar, bar-none. Some of the best support folks of any vendor. The Alteryx Community is the most responsive and supportive. On the rare occasion of a release issue or bug, we've been able to get quick help to solve the core problem. Alteryx does not play the blame game. They genuinely help the users solve their issues or respond to questions
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DataRobot
As I am writing this report I am participating with Datarobot Engineers in an complex environment and we have their whole support. We are in Mexico and is not common to have this commitment from companies without expensive contract services. Installing is on premise and the client does not want us to take control and they, the client, is also limited because of internal IT regulations ,,, soo we are just doing magic and everybody is committed.
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In-Person Training
Alteryx
1st level of trainings which I've attended in Paris was easy and I was already knowing %90, that learning could have been an e-learning instead of in-person
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DataRobot
No answers on this topic
Online Training
Alteryx
Very good, detailed online trainings which you can take at your own pace, and strong certifications exists, certifications are extremely detailed and hard...
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DataRobot
No answers on this topic
Implementation Rating
Alteryx
There is really not much to it (the installation, that is). Once you get it installed, along with any of the add-ons (demographics, R, etc.), you are up and running almost immediately. There is really no additional setup. You can immediately begin blending data, running demographics, performing spatial queries, running predictive analysis, etc. And for many of these functions, the learning curve is quite easy.
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DataRobot
No answers on this topic
Alternatives Considered
Alteryx
Alteryx is MUCH more user friendly. both provide the ability to code within them, but Alteryx has much nicer interface. The formula tools have a more simple language that is easier to learn than formulae in SSIS. Alteryx is easy to read with multi colored tools identifying what each one does. It also allows for macros. You can build your own tool to process records of data or batch records together.
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DataRobot
DataRobot provided the perfect balance of features and price points. The other tools we tried were very expensive and provided extra things that we really didn't need. Some of the other tools also required you to host them on a server at your institution or pay for their cloud service in addition to getting the software. This added to the expense without adding any additional functionality.
Read full review
Scalability
Alteryx
Individual analysts can quickly generate results using their own copy of Alteryx Designer. But using the Server and developing macros for more complex needs can be time consuming.
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DataRobot
No answers on this topic
Return on Investment
Alteryx
  • Error handling - allows controls to be built into workflows easily and allows them to be isolated and spat into control reports that can be easily reviewed and audited, thanks to the ability to create multiple outputs in one go.
  • Time-saving - saved huge amounts of time, especially when moving Excel processes into Alteryx.
  • Product development - allowed my firm to create products that we have been able to market and sell to clients.
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DataRobot
  • We have been able to cut costs by not buying leads that we will not be able to sell on
  • We have been able to deploy loan eligibility reporting which brought in new business
  • We have been able to improve the performance of our credit providers and our partners which has helped to retain business
Read full review
ScreenShots

Alteryx Screenshots

Screenshot of Alteryx APA - Automating asset inputsScreenshot of Alteryx APA - Automating outcomesScreenshot of Alteryx APA - Data enrichment and insightsScreenshot of Alteryx APA - Data quality and preparationScreenshot of Alteryx APA - Data science and decisions

DataRobot Screenshots

Screenshot of Decision FlowsScreenshot of No Code App BuilderScreenshot of AI AppsScreenshot of Automated Time SeriesScreenshot of MLOpsScreenshot of Model Insights