DataRobot vs. Saturn Cloud

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
DataRobot
Score 8.6 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
Saturn Cloud
Score 8.4 out of 10
N/A
Saturn Cloud is an ML platform for individuals and teams, available on multiple clouds: AWS, Azure, GCP, and OCI. It provides access to computing resources with customizable amounts of memory and power, including GPUs and Dask distributed computing clusters, in a wholly hosted environment. Saturn Cloud is presented as flexible and straightforward for new data scientists while giving senior and experienced staff the capabilities and configurability they need.…
$10
hourly $5 credit purchase to start
Pricing
DataRobotSaturn Cloud
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
DataRobotSaturn Cloud
Free Trial
YesYes
Free/Freemium Version
YesYes
Premium Consulting/Integration Services
YesNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
DataRobotSaturn Cloud
Top Pros

No answers on this topic

Top Cons

No answers on this topic

Features
DataRobotSaturn Cloud
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
DataRobot
7.5
54 Ratings
11% below category average
Saturn Cloud
8.0
16 Ratings
4% below category average
Connect to Multiple Data Sources6.949 Ratings7.915 Ratings
Extend Existing Data Sources6.644 Ratings8.114 Ratings
Automatic Data Format Detection8.352 Ratings00 Ratings
MDM Integration8.024 Ratings00 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
DataRobot
7.9
53 Ratings
6% below category average
Saturn Cloud
8.2
17 Ratings
2% below category average
Visualization8.052 Ratings8.316 Ratings
Interactive Data Analysis7.851 Ratings8.217 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
DataRobot
7.7
52 Ratings
6% below category average
Saturn Cloud
7.9
17 Ratings
3% below category average
Interactive Data Cleaning and Enrichment7.445 Ratings8.316 Ratings
Data Transformations7.350 Ratings00 Ratings
Data Encryption7.926 Ratings7.513 Ratings
Built-in Processors8.142 Ratings00 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
DataRobot
8.5
55 Ratings
1% above category average
Saturn Cloud
7.9
18 Ratings
6% below category average
Multiple Model Development Languages and Tools7.946 Ratings7.917 Ratings
Automated Machine Learning9.055 Ratings8.014 Ratings
Single platform for multiple model development8.852 Ratings8.017 Ratings
Self-Service Model Delivery8.451 Ratings7.814 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
DataRobot
8.1
49 Ratings
5% below category average
Saturn Cloud
8.0
12 Ratings
7% below category average
Flexible Model Publishing Options8.349 Ratings7.610 Ratings
Security, Governance, and Cost Controls8.043 Ratings8.511 Ratings
Best Alternatives
DataRobotSaturn Cloud
Small Businesses
Jupyter Notebook
Jupyter Notebook
Score 9.2 out of 10
Jupyter Notebook
Jupyter Notebook
Score 9.2 out of 10
Medium-sized Companies
Posit
Posit
Score 9.8 out of 10
Posit
Posit
Score 9.8 out of 10
Enterprises
Posit
Posit
Score 9.8 out of 10
Posit
Posit
Score 9.8 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
DataRobotSaturn Cloud
Likelihood to Recommend
8.3
(59 ratings)
8.1
(21 ratings)
Likelihood to Renew
6.3
(4 ratings)
-
(0 ratings)
Usability
-
(0 ratings)
7.8
(5 ratings)
Support Rating
8.2
(5 ratings)
-
(0 ratings)
User Testimonials
DataRobotSaturn Cloud
Likelihood to Recommend
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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Saturn Cloud
Saturn Cloud is a powerful data science platform that offers numerous benefits to organizations. It simplifies and streamlines the development, deployment, and scaling of data science and machine learning models. The platform addresses common business problems such as scalability, collaboration, efficiency, and cost-effectiveness. With Saturn Cloud, organizations can easily handle large datasets and complex computations, collaborate effectively among data science teams, automate repetitive tasks, optimize workflows, and utilize flexible and cost-efficient cloud resources. By leveraging Saturn Cloud, organizations can accelerate their data science projects, improve productivity, and achieve better outcomes in areas such as predictive modeling, recommendation systems, fraud detection, and more.
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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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Saturn Cloud
  • Parallel Computing: Saturn Cloud helps us do multiple tasks at the same time, making our work faster and more efficient.
  • Easy Scalability: Saturn Cloud lets us adjust our computer power depending on our project's needs, without any hassle.
  • GPU Support: Saturn Cloud helps us work better with powerful machines, especially when we need them for complex tasks.
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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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Saturn Cloud
  • While Saturn Cloud offers a range of pre-built templates and workflows, there is currently limited support for customization. For example, users may not be able to modify the pre-configured environments that come with the templates, or may find it difficult to integrate their own custom libraries and tools. Offering more flexibility in this area could help users tailor the platform to their specific needs and workflows.
  • While Saturn Cloud offers a variety of pre-built environments for data science and machine learning workloads, some users may prefer to use custom Docker images instead. However, the platform currently has limited support for Docker, which can be a limitation for users who need to work with specific dependencies or custom libraries. Adding more robust support for Docker could help to make the platform more versatile and adaptable to a wider range of use cases.
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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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Saturn Cloud
No answers on this topic
Usability
DataRobot
No answers on this topic
Saturn Cloud
This is user friendly , better than its counterparts. Anyone familiar working with other cloud solutions for GPU will agree on this. Hence the rating of 10 was given to this. I personally love the fact that I get so much compute time for being a free user which is very efficient in terms of budget
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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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Saturn Cloud
No answers on this topic
Alternatives Considered
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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Saturn Cloud
Saturn Cloud provides an R server, that's super important. Even you can write R on CoLab with different settings, but it is inconvenient and slow. Saturn Cloud can give me a different IDE environment that I'm more used to, even if I'm using Python. Whereas CoLab is more dedicated to Jupyter notebook
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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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Saturn Cloud
  • Although we are still in the implementation phase with Saturn Cloud, we anticipate significant positive impacts on our business objectives.
  • The platform is expected to enhance our computational capabilities with its easy access to top-tier NVIDIA GPUs, which should accelerate our AI and machine learning projects. We believe this will lead to reduced development times and faster deployment of our generative AI models.
  • While Saturn Cloud provides excellent computational resources and reliable uptime, I find that their user interface could be improved. The UI can be unintuitive at times, making it a bit challenging to navigate and configure certain settings. Enhancing the user interface to be more streamlined and user-friendly would significantly improve the overall experience. Having pre-configured stacks readily available would also save time and make the platform even more efficient to use.
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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

Saturn Cloud Screenshots

Screenshot of Enterprise homepageScreenshot of Screenshot of Screenshot of