Overview
ProductRatingMost Used ByProduct SummaryStarting Price
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…
$0
Plotly Dash
Score 8.0 out of 10
N/A
Plotly headquartered in Montreal creates data visualization and UI tools for ML, data science, engineering, and the sciences with language support for Python, R, Julia, and JS. Plotly's Dash aims to empower teams to build data science and ML apps that put Python, R, and Julia in the hands of business users. The vendor states that full stack apps that would typically require a front-end, backend, and dev ops team can be built and deployed in hours by data scientists with Dash.N/A
Pricing
DataRobotPlotly Dash
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
DataRobotPlotly Dash
Free Trial
YesNo
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
YesNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Features
DataRobotPlotly Dash
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
DataRobot
7.1
52 Ratings
17% below category average
Plotly Dash
8.9
3 Ratings
5% above category average
Connect to Multiple Data Sources6.147 Ratings8.43 Ratings
Extend Existing Data Sources5.942 Ratings9.33 Ratings
Automatic Data Format Detection8.450 Ratings8.43 Ratings
MDM Integration8.124 Ratings9.52 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
DataRobot
7.9
51 Ratings
6% below category average
Plotly Dash
9.0
4 Ratings
7% above category average
Visualization8.050 Ratings9.04 Ratings
Interactive Data Analysis7.849 Ratings9.04 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
DataRobot
7.7
50 Ratings
7% below category average
Plotly Dash
6.2
2 Ratings
28% below category average
Interactive Data Cleaning and Enrichment7.443 Ratings4.42 Ratings
Data Transformations7.548 Ratings8.52 Ratings
Data Encryption8.125 Ratings3.92 Ratings
Built-in Processors7.941 Ratings8.02 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
DataRobot
8.6
53 Ratings
1% above category average
Plotly Dash
8.4
2 Ratings
1% below category average
Multiple Model Development Languages and Tools7.644 Ratings9.02 Ratings
Automated Machine Learning9.353 Ratings7.01 Ratings
Single platform for multiple model development9.050 Ratings9.02 Ratings
Self-Service Model Delivery8.549 Ratings8.52 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
DataRobot
8.4
48 Ratings
2% below category average
Plotly Dash
9.7
2 Ratings
12% above category average
Flexible Model Publishing Options8.548 Ratings9.52 Ratings
Security, Governance, and Cost Controls8.242 Ratings10.02 Ratings
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DataRobotPlotly Dash
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All AlternativesView all alternativesView all alternatives
User Ratings
DataRobotPlotly Dash
Likelihood to Recommend
8.2
(57 ratings)
8.0
(4 ratings)
Likelihood to Renew
6.5
(4 ratings)
-
(0 ratings)
Support Rating
8.2
(5 ratings)
-
(0 ratings)
User Testimonials
DataRobotPlotly Dash
Likelihood to Recommend
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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Plotly
Applicable for data visualization across disciplines. I have used it for data from buildings, building occupancy, public health, and statistics. It is a useful tool to use for big data. It has nice templates and a number of interesting visualization types. If you are familiar with R and python it is easy to use.
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Pros
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.
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Plotly
  • Powerful visualization options.
  • Ability to create in-browser interactive visualization apps.
  • Ability to create hosted apps.
  • Allows you to develop web-based reporting applications without requiring web application development expertise.
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Cons
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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Plotly
  • Would be good if Dashboard Engine was included in the Enterprise VPC plan
  • Would love to see ready made fintech apps
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Likelihood to Renew
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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Plotly
No answers on this topic
Support Rating
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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Plotly
No answers on this topic
Alternatives Considered
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.
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Plotly
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Return on Investment
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
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Plotly
  • A no-cost option as it is open sourced.
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ScreenShots

DataRobot Screenshots

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