Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Appen
Score 7.1 out of 10
N/A
The Appen platform combines human intelligence from over one million people all over the world with models to create training data for ML projects. Appen users can upload data to the Appen platform, and they provide the annotations, judgments, and labels needed to help create ground truth for models.N/A
DataRobot
Score 9.0 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
Pricing
AppenDataRobot
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
AppenDataRobot
Free Trial
NoYes
Free/Freemium Version
NoYes
Premium Consulting/Integration Services
NoYes
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
AppenDataRobot
Top Pros

No answers on this topic

Top Cons

No answers on this topic

Features
AppenDataRobot
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
Appen
-
Ratings
DataRobot
7.1
54 Ratings
16% below category average
Connect to Multiple Data Sources00 Ratings6.149 Ratings
Extend Existing Data Sources00 Ratings5.844 Ratings
Automatic Data Format Detection00 Ratings8.452 Ratings
MDM Integration00 Ratings8.024 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
Appen
-
Ratings
DataRobot
7.9
53 Ratings
7% below category average
Visualization00 Ratings8.052 Ratings
Interactive Data Analysis00 Ratings7.851 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
Appen
-
Ratings
DataRobot
7.7
52 Ratings
6% below category average
Interactive Data Cleaning and Enrichment00 Ratings7.445 Ratings
Data Transformations00 Ratings7.550 Ratings
Data Encryption00 Ratings8.026 Ratings
Built-in Processors00 Ratings8.042 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
Appen
-
Ratings
DataRobot
8.6
55 Ratings
2% above category average
Multiple Model Development Languages and Tools00 Ratings7.746 Ratings
Automated Machine Learning00 Ratings9.255 Ratings
Single platform for multiple model development00 Ratings9.052 Ratings
Self-Service Model Delivery00 Ratings8.451 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
Appen
-
Ratings
DataRobot
8.3
49 Ratings
2% below category average
Flexible Model Publishing Options00 Ratings8.449 Ratings
Security, Governance, and Cost Controls00 Ratings8.243 Ratings
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Posit
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Score 9.3 out of 10
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Score 8.2 out of 10
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User Ratings
AppenDataRobot
Likelihood to Recommend
10.0
(1 ratings)
8.2
(59 ratings)
Likelihood to Renew
-
(0 ratings)
6.3
(4 ratings)
Support Rating
-
(0 ratings)
8.2
(5 ratings)
User Testimonials
AppenDataRobot
Likelihood to Recommend
Appen
It is well suited for the users and potential employee who are free of any job perspective and need their free time to be utilized. Users can use their free time to be used for submission of interesting tasks.
Whereas the number of tasks are very less and processing time is also very extensive and recruitment takes time more.
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DataRobot
DataRobot can be used for risk assessment, such as predicting the likelihood of loan default. It can handle both classification and regression tasks effectively. It relies on historical data for model training. If you have limited historical data or the data quality is poor, it may not be the best choice as it requires a sufficient amount of high-quality data for accurate model building.
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Pros
Appen
  • Project listing
  • Hiring of the potential and qualified users
  • Tracking of the projects
Read full review
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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Cons
Appen
  • Selection procedure is bit .
  • The questionnaire need to be reviewed.
Read full review
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
Appen
No answers on this topic
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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Support Rating
Appen
No answers on this topic
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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Alternatives Considered
Appen
Appen offers projects mostly related to my native language and also according to my expertise . It offers very interesting projects to be completed , which requires not very expertise and less time to be completed for each task. It is also very convenient to use after selection for the task and also well rewarding against the time consumed for the task completion.
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DataRobot
I've done machine learning through python before, however having to code and test each model individually was very time consuming and required a lot of expertise. The data Robot approach, is an excellent way of getting to a well placed starting point. You can then pick up the model from there and fine tune further if you need.
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Return on Investment
Appen
  • It has Positive impact as it provides opportunity for new jobs in my area of expertise.
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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
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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