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Top Free Data Science and Machine Learning Platforms

Check out our list of free Data Science and Machine Learning Platforms. Products featured on this list are the ones that offer a free trial version. As with most free versions, there are limitations, typically time or features.

If you'd like to see more products and to evaluate additional feature options, compare all Data Science and Machine Learning Platforms to ensure you get the right product.

View Free Data Science and Machine Learning Platforms

G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.
77 Data Science and Machine Learning Platforms Products Available
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View all Data Science and Machine Learning Platforms
Saturn Cloud
(320)4.8 out of 5
6th Easiest To Use in Data Science and Machine Learning Platforms software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Saturn Cloud is a portable AI platform that installs securely in any cloud account. Access the best GPUs with no Kubernetes configuration or DevOps, enable AI/ML teams to develop, deploy, and manage M

    Users
    • Data Scientist
    • Student
    Industries
    • Computer Software
    • Higher Education
    Market Segment
    • 82% Small-Business
    • 12% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Saturn Cloud features and usability ratings that predict user satisfaction
    9.1
    Application
    Average: 8.5
    9.1
    Managed Service
    Average: 8.2
    9.1
    Natural Language Understanding
    Average: 8.3
    9.2
    Ease of Admin
    Average: 8.5
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
    • Verified User in Higher Education
    UH
    The free tier compute options The ease of setting up resources Diversity in Datasets Github linking Read review
    Leandro d.
    LD
    easy to use. i can use several types of notebooks Read review
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Saturn Cloud
    Year Founded
    2018
    HQ Location
    New York, US
    Twitter
    @saturn_cloud
    3,246 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    41 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Saturn Cloud is a portable AI platform that installs securely in any cloud account. Access the best GPUs with no Kubernetes configuration or DevOps, enable AI/ML teams to develop, deploy, and manage M

Users
  • Data Scientist
  • Student
Industries
  • Computer Software
  • Higher Education
Market Segment
  • 82% Small-Business
  • 12% Mid-Market
Saturn Cloud features and usability ratings that predict user satisfaction
9.1
Application
Average: 8.5
9.1
Managed Service
Average: 8.2
9.1
Natural Language Understanding
Average: 8.3
9.2
Ease of Admin
Average: 8.5
Verified User in Higher Education
UH
The free tier compute options The ease of setting up resources Diversity in Datasets Github linking Read review
Leandro d.
LD
easy to use. i can use several types of notebooks Read review
Seller Details
Seller
Saturn Cloud
Year Founded
2018
HQ Location
New York, US
Twitter
@saturn_cloud
3,246 Twitter followers
LinkedIn® Page
www.linkedin.com
41 employees on LinkedIn®
Databricks Data Intelligence Platform
(658)4.6 out of 5
Optimized for quick response
1st Easiest To Use in Data Science and Machine Learning Platforms software
View top Consulting Services for Databricks Data Intelligence Platform
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  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Databricks is the Data and AI company. More than 20,000 organizations worldwide — including adidas, AT&T, Bayer, Block, Mastercard, Rivian, Unilever, and over 60% of the Fortune 500 — rely on Data

    Users
    • Data Engineer
    • Data Analyst
    Industries
    • Information Technology and Services
    • Financial Services
    Market Segment
    • 46% Enterprise
    • 37% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Databricks Data Intelligence Platform is a unified data engineering platform that integrates AI and machine learning applications for data analysis and management.
    • Users frequently mention the platform's ability to handle large datasets, its seamless integration with cloud services, and its collaborative notebooks that enhance team cooperation.
    • Users experienced challenges with the platform's steep learning curve, particularly for new users without a strong technical background, and the high costs associated with continuous workloads.
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Databricks Data Intelligence Platform features and usability ratings that predict user satisfaction
    8.7
    Application
    Average: 8.5
    8.5
    Managed Service
    Average: 8.2
    8.4
    Natural Language Understanding
    Average: 8.3
    8.3
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Databricks Inc.
    Company Website
    Year Founded
    2013
    HQ Location
    San Francisco, CA
    Twitter
    @databricks
    86,274 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    13,825 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Databricks is the Data and AI company. More than 20,000 organizations worldwide — including adidas, AT&T, Bayer, Block, Mastercard, Rivian, Unilever, and over 60% of the Fortune 500 — rely on Data

Users
  • Data Engineer
  • Data Analyst
Industries
  • Information Technology and Services
  • Financial Services
Market Segment
  • 46% Enterprise
  • 37% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Databricks Data Intelligence Platform is a unified data engineering platform that integrates AI and machine learning applications for data analysis and management.
  • Users frequently mention the platform's ability to handle large datasets, its seamless integration with cloud services, and its collaborative notebooks that enhance team cooperation.
  • Users experienced challenges with the platform's steep learning curve, particularly for new users without a strong technical background, and the high costs associated with continuous workloads.
Databricks Data Intelligence Platform features and usability ratings that predict user satisfaction
8.7
Application
Average: 8.5
8.5
Managed Service
Average: 8.2
8.4
Natural Language Understanding
Average: 8.3
8.3
Ease of Admin
Average: 8.5
Seller Details
Seller
Databricks Inc.
Company Website
Year Founded
2013
HQ Location
San Francisco, CA
Twitter
@databricks
86,274 Twitter followers
LinkedIn® Page
www.linkedin.com
13,825 employees on LinkedIn®
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Anaconda Platform
(243)4.5 out of 5
11th Easiest To Use in Data Science and Machine Learning Platforms software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Anaconda Platform is a unified enterprise AI development platform that helps data scientists, AI developers, and platform engineers build, secure, deploy, and observe AI workloads from development to

    Users
    • Student
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 37% Small-Business
    • 25% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Anaconda Platform features and usability ratings that predict user satisfaction
    8.9
    Application
    Average: 8.5
    8.6
    Managed Service
    Average: 8.2
    8.5
    Natural Language Understanding
    Average: 8.3
    8.7
    Ease of Admin
    Average: 8.5
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
    • Celso M.
    CM
    I really like the Anaconda AI Platform due to its ability to integrate artificial intelligence into various aspects, providing a comprehensive... Read review
    vishwajeet s.
    VS
    The way Anaconda clusters all the packages/libraries together, and the way it installs or manages the dependencies that are required. Installation... Read review
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Anaconda, Inc.
    Year Founded
    2012
    HQ Location
    Austin, Texas
    Twitter
    @anacondainc
    84,077 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    575 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Anaconda Platform is a unified enterprise AI development platform that helps data scientists, AI developers, and platform engineers build, secure, deploy, and observe AI workloads from development to

Users
  • Student
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 37% Small-Business
  • 25% Enterprise
Anaconda Platform features and usability ratings that predict user satisfaction
8.9
Application
Average: 8.5
8.6
Managed Service
Average: 8.2
8.5
Natural Language Understanding
Average: 8.3
8.7
Ease of Admin
Average: 8.5
Celso M.
CM
I really like the Anaconda AI Platform due to its ability to integrate artificial intelligence into various aspects, providing a comprehensive... Read review
vishwajeet s.
VS
The way Anaconda clusters all the packages/libraries together, and the way it installs or manages the dependencies that are required. Installation... Read review
Seller Details
Seller
Anaconda, Inc.
Year Founded
2012
HQ Location
Austin, Texas
Twitter
@anacondainc
84,077 Twitter followers
LinkedIn® Page
www.linkedin.com
575 employees on LinkedIn®
Deepnote
(378)4.5 out of 5
2nd Easiest To Use in Data Science and Machine Learning Platforms software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Deepnote is an open-source, AI-first data science notebook built for teams. It is a drop-in replacement for Jupyter, designed to make data work collaborative, reproducible, and easy to share. Work

    Users
    • Student
    • Data Analyst
    Industries
    • Computer Software
    • Higher Education
    Market Segment
    • 68% Small-Business
    • 24% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Deepnote is a collaborative platform for data science and analytics teams, offering features such as real-time editing, version control, and AI integration for automated syntax hygiene and documentation.
    • Users frequently mention the ease of collaboration, the seamless integration of SQL and Python, and the helpfulness of the AI assistant in generating scripts and visualizations.
    • Users mentioned issues with the AI assistant creating unnecessary cells, difficulty in implementing cross-language coding, and occasional slow performance with larger datasets.
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Deepnote features and usability ratings that predict user satisfaction
    8.0
    Application
    Average: 8.5
    7.9
    Managed Service
    Average: 8.2
    7.2
    Natural Language Understanding
    Average: 8.3
    8.8
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Deepnote
    Company Website
    Year Founded
    2019
    HQ Location
    San Francisco , US
    Twitter
    @DeepnoteHQ
    5,260 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    25 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Deepnote is an open-source, AI-first data science notebook built for teams. It is a drop-in replacement for Jupyter, designed to make data work collaborative, reproducible, and easy to share. Work

Users
  • Student
  • Data Analyst
Industries
  • Computer Software
  • Higher Education
Market Segment
  • 68% Small-Business
  • 24% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Deepnote is a collaborative platform for data science and analytics teams, offering features such as real-time editing, version control, and AI integration for automated syntax hygiene and documentation.
  • Users frequently mention the ease of collaboration, the seamless integration of SQL and Python, and the helpfulness of the AI assistant in generating scripts and visualizations.
  • Users mentioned issues with the AI assistant creating unnecessary cells, difficulty in implementing cross-language coding, and occasional slow performance with larger datasets.
Deepnote features and usability ratings that predict user satisfaction
8.0
Application
Average: 8.5
7.9
Managed Service
Average: 8.2
7.2
Natural Language Understanding
Average: 8.3
8.8
Ease of Admin
Average: 8.5
Seller Details
Seller
Deepnote
Company Website
Year Founded
2019
HQ Location
San Francisco , US
Twitter
@DeepnoteHQ
5,260 Twitter followers
LinkedIn® Page
www.linkedin.com
25 employees on LinkedIn®
Alteryx
(671)4.6 out of 5
Optimized for quick response
8th Easiest To Use in Data Science and Machine Learning Platforms software
View top Consulting Services for Alteryx
Save to My Lists
Entry Level Price:$3,000.00
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier perf

    Users
    • Data Analyst
    • Consultant
    Industries
    • Financial Services
    • Accounting
    Market Segment
    • 62% Enterprise
    • 22% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Alteryx is a data science and analytics platform that offers features such as ETL tool, drag and drop workflow automation, and the ability to automate repetitive tasks.
    • Reviewers like the platform's ease of use, its ability to handle large databases efficiently, and its drag-and-drop interface that transforms time-consuming manual data tasks into efficient automated ones.
    • Reviewers mentioned issues such as high licensing costs, limited data visualization capabilities, and occasional software crashes.
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Alteryx features and usability ratings that predict user satisfaction
    8.7
    Application
    Average: 8.5
    8.0
    Managed Service
    Average: 8.2
    7.9
    Natural Language Understanding
    Average: 8.3
    8.3
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Alteryx
    Company Website
    Year Founded
    1997
    HQ Location
    Irvine, CA
    Twitter
    @alteryx
    26,288 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,265 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier perf

Users
  • Data Analyst
  • Consultant
Industries
  • Financial Services
  • Accounting
Market Segment
  • 62% Enterprise
  • 22% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Alteryx is a data science and analytics platform that offers features such as ETL tool, drag and drop workflow automation, and the ability to automate repetitive tasks.
  • Reviewers like the platform's ease of use, its ability to handle large databases efficiently, and its drag-and-drop interface that transforms time-consuming manual data tasks into efficient automated ones.
  • Reviewers mentioned issues such as high licensing costs, limited data visualization capabilities, and occasional software crashes.
Alteryx features and usability ratings that predict user satisfaction
8.7
Application
Average: 8.5
8.0
Managed Service
Average: 8.2
7.9
Natural Language Understanding
Average: 8.3
8.3
Ease of Admin
Average: 8.5
Seller Details
Seller
Alteryx
Company Website
Year Founded
1997
HQ Location
Irvine, CA
Twitter
@alteryx
26,288 Twitter followers
LinkedIn® Page
www.linkedin.com
2,265 employees on LinkedIn®
Hex
(338)4.5 out of 5
3rd Easiest To Use in Data Science and Machine Learning Platforms software
View top Consulting Services for Hex
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Hex is the world’s best AI Analytics platform. With Hex, anyone can explore data using natural language, with or without code, all on trusted context, in one AI-powered platform. Get started now &g

    Users
    • Data Analyst
    • Data Scientist
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 53% Mid-Market
    • 22% Small-Business
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Hex is a data analysis tool that allows users to develop dashboards, schedule tasks, and access data from various hosting platforms.
    • Reviewers frequently mention the convenience of Hex's user experience, its quick dashboard development, and its ability to provide data access to many different hosting platforms.
    • Reviewers experienced slow data science development due to lag when pulling large amounts of data, and a lack of customizability on dashboard development.
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Hex features and usability ratings that predict user satisfaction
    6.9
    Application
    Average: 8.5
    6.8
    Managed Service
    Average: 8.2
    5.1
    Natural Language Understanding
    Average: 8.3
    9.0
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Hex Tech
    Company Website
    Year Founded
    2019
    HQ Location
    San Francisco, US
    Twitter
    @_hex_tech
    6,578 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    222 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Hex is the world’s best AI Analytics platform. With Hex, anyone can explore data using natural language, with or without code, all on trusted context, in one AI-powered platform. Get started now &g

Users
  • Data Analyst
  • Data Scientist
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 53% Mid-Market
  • 22% Small-Business
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Hex is a data analysis tool that allows users to develop dashboards, schedule tasks, and access data from various hosting platforms.
  • Reviewers frequently mention the convenience of Hex's user experience, its quick dashboard development, and its ability to provide data access to many different hosting platforms.
  • Reviewers experienced slow data science development due to lag when pulling large amounts of data, and a lack of customizability on dashboard development.
Hex features and usability ratings that predict user satisfaction
6.9
Application
Average: 8.5
6.8
Managed Service
Average: 8.2
5.1
Natural Language Understanding
Average: 8.3
9.0
Ease of Admin
Average: 8.5
Seller Details
Seller
Hex Tech
Company Website
Year Founded
2019
HQ Location
San Francisco, US
Twitter
@_hex_tech
6,578 Twitter followers
LinkedIn® Page
www.linkedin.com
222 employees on LinkedIn®
Altair AI Studio
(510)4.6 out of 5
Optimized for quick response
13th Easiest To Use in Data Science and Machine Learning Platforms software
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Altair AI Studio (formerly RapidMiner Studio) is a data science tool that anyone can use to design and prototype highly explainable AI and machine learning models that help build trust throughout an o

    Users
    • Student
    • Data Scientist
    Industries
    • Higher Education
    • Education Management
    Market Segment
    • 43% Small-Business
    • 30% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Altair AI Studio is a software with a no-code, drag and drop interface that enables data connectivity and advanced machine learning for data analytics and decision making.
    • Users frequently mention the ease of use, the ability to connect to data sources directly, the advanced machine learning capabilities, and the drag and drop feature for creating reports.
    • Reviewers mentioned slower performance when handling large datasets, occasional UI bugs, complex integration with certain legacy systems, and complications when contacting support.
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Altair AI Studio features and usability ratings that predict user satisfaction
    8.3
    Application
    Average: 8.5
    8.2
    Managed Service
    Average: 8.2
    7.6
    Natural Language Understanding
    Average: 8.3
    8.4
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Altair
    Company Website
    Year Founded
    1985
    HQ Location
    Troy, MI
    LinkedIn® Page
    www.linkedin.com
    3,169 employees on LinkedIn®
    Ownership
    NASDAQ:ALTR
Product Description
How are these determined?Information
This description is provided by the seller.

Altair AI Studio (formerly RapidMiner Studio) is a data science tool that anyone can use to design and prototype highly explainable AI and machine learning models that help build trust throughout an o

Users
  • Student
  • Data Scientist
Industries
  • Higher Education
  • Education Management
Market Segment
  • 43% Small-Business
  • 30% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Altair AI Studio is a software with a no-code, drag and drop interface that enables data connectivity and advanced machine learning for data analytics and decision making.
  • Users frequently mention the ease of use, the ability to connect to data sources directly, the advanced machine learning capabilities, and the drag and drop feature for creating reports.
  • Reviewers mentioned slower performance when handling large datasets, occasional UI bugs, complex integration with certain legacy systems, and complications when contacting support.
Altair AI Studio features and usability ratings that predict user satisfaction
8.3
Application
Average: 8.5
8.2
Managed Service
Average: 8.2
7.6
Natural Language Understanding
Average: 8.3
8.4
Ease of Admin
Average: 8.5
Seller Details
Seller
Altair
Company Website
Year Founded
1985
HQ Location
Troy, MI
LinkedIn® Page
www.linkedin.com
3,169 employees on LinkedIn®
Ownership
NASDAQ:ALTR
SAS Viya
(648)4.3 out of 5
9th Easiest To Use in Data Science and Machine Learning Platforms software
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Organizations face increasing demands for high-powered analytics that produce fast, trustworthy results. Whether it’s providing teams of data scientists with advanced machine learning capabilities or

    Users
    • Student
    • Biostatistician
    Industries
    • Pharmaceuticals
    • Banking
    Market Segment
    • 34% Small-Business
    • 31% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • SAS Viya is a cloud-based analytics platform that integrates data preparation, analytics, and AI capabilities into a single environment.
    • Reviewers appreciate SAS Viya's high performance, powerful analytics tools, seamless cloud integration, and its ability to handle large datasets efficiently.
    • Users experienced challenges with the complexity of SAS Viya's setup process, its high licensing costs, and the need for advanced technical skills for proper management.
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • SAS Viya features and usability ratings that predict user satisfaction
    7.7
    Application
    Average: 8.5
    7.9
    Managed Service
    Average: 8.2
    7.5
    Natural Language Understanding
    Average: 8.3
    7.5
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    SAS Institute Inc.
    Company Website
    Year Founded
    1976
    HQ Location
    Cary, NC
    Twitter
    @SASsoftware
    61,105 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    18,238 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Organizations face increasing demands for high-powered analytics that produce fast, trustworthy results. Whether it’s providing teams of data scientists with advanced machine learning capabilities or

Users
  • Student
  • Biostatistician
Industries
  • Pharmaceuticals
  • Banking
Market Segment
  • 34% Small-Business
  • 31% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • SAS Viya is a cloud-based analytics platform that integrates data preparation, analytics, and AI capabilities into a single environment.
  • Reviewers appreciate SAS Viya's high performance, powerful analytics tools, seamless cloud integration, and its ability to handle large datasets efficiently.
  • Users experienced challenges with the complexity of SAS Viya's setup process, its high licensing costs, and the need for advanced technical skills for proper management.
SAS Viya features and usability ratings that predict user satisfaction
7.7
Application
Average: 8.5
7.9
Managed Service
Average: 8.2
7.5
Natural Language Understanding
Average: 8.3
7.5
Ease of Admin
Average: 8.5
Seller Details
Seller
SAS Institute Inc.
Company Website
Year Founded
1976
HQ Location
Cary, NC
Twitter
@SASsoftware
61,105 Twitter followers
LinkedIn® Page
www.linkedin.com
18,238 employees on LinkedIn®
Dataiku
(188)4.4 out of 5
5th Easiest To Use in Data Science and Machine Learning Platforms software
View top Consulting Services for Dataiku
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Dataiku is the Universal AI Platform, giving organizations control over their AI talent, processes, and technologies to unleash the creation of analytics, models, and agents. Aggressively agnostic, it

    Users
    • Data Scientist
    • Data Analyst
    Industries
    • Financial Services
    • Pharmaceuticals
    Market Segment
    • 59% Enterprise
    • 22% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Dataiku is a platform for building, training, and deploying AI models at scale, offering end-to-end automation, orchestration of compute resources, and collaborative pipelines for generative AI projects.
    • Reviewers frequently mention the platform's ability to centralize and organize data, support both coders and non-coders, speed up operations with inbuilt Auto ML tools, and foster collaboration between data experts and business teams.
    • Users reported challenges in cost management and estimating, a steep learning curve for new users, performance issues with large datasets, and a pricing model that may not be accessible for startups or individual users.
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Dataiku features and usability ratings that predict user satisfaction
    8.3
    Application
    Average: 8.5
    8.2
    Managed Service
    Average: 8.2
    7.7
    Natural Language Understanding
    Average: 8.3
    8.0
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Dataiku
    Company Website
    Year Founded
    2013
    HQ Location
    New York, NY
    Twitter
    @dataiku
    22,953 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,609 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Dataiku is the Universal AI Platform, giving organizations control over their AI talent, processes, and technologies to unleash the creation of analytics, models, and agents. Aggressively agnostic, it

Users
  • Data Scientist
  • Data Analyst
Industries
  • Financial Services
  • Pharmaceuticals
Market Segment
  • 59% Enterprise
  • 22% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Dataiku is a platform for building, training, and deploying AI models at scale, offering end-to-end automation, orchestration of compute resources, and collaborative pipelines for generative AI projects.
  • Reviewers frequently mention the platform's ability to centralize and organize data, support both coders and non-coders, speed up operations with inbuilt Auto ML tools, and foster collaboration between data experts and business teams.
  • Users reported challenges in cost management and estimating, a steep learning curve for new users, performance issues with large datasets, and a pricing model that may not be accessible for startups or individual users.
Dataiku features and usability ratings that predict user satisfaction
8.3
Application
Average: 8.5
8.2
Managed Service
Average: 8.2
7.7
Natural Language Understanding
Average: 8.3
8.0
Ease of Admin
Average: 8.5
Seller Details
Seller
Dataiku
Company Website
Year Founded
2013
HQ Location
New York, NY
Twitter
@dataiku
22,953 Twitter followers
LinkedIn® Page
www.linkedin.com
1,609 employees on LinkedIn®
IBM watsonx.data
(140)4.4 out of 5
Optimized for quick response
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    IBM watsonx.data is a hybrid, open data lakehouse that helps organizations easily access, integrate, and analyze structured and unstructured data across hybrid cloud and on-premises environments. It c

    Users
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 35% Small-Business
    • 34% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • IBM watsonx.data features and usability ratings that predict user satisfaction
    5.8
    Application
    Average: 8.5
    7.2
    Managed Service
    Average: 8.2
    7.5
    Natural Language Understanding
    Average: 8.3
    7.8
    Ease of Admin
    Average: 8.5
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
    • Shweta B.
    SB
    I like that IBM watsonx.data is fast and easy to use. It allows me to store all my data in one place and execute quick queries, which is essential... Read review
    Verified User in Information Technology and Services
    UI
    This platform is extremely flexible and cost-effective. It combines the adaptability of a data lake with the high performance of a data warehouse.... Read review
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    IBM
    Company Website
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    708,686 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    339,241 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

IBM watsonx.data is a hybrid, open data lakehouse that helps organizations easily access, integrate, and analyze structured and unstructured data across hybrid cloud and on-premises environments. It c

Users
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 35% Small-Business
  • 34% Enterprise
IBM watsonx.data features and usability ratings that predict user satisfaction
5.8
Application
Average: 8.5
7.2
Managed Service
Average: 8.2
7.5
Natural Language Understanding
Average: 8.3
7.8
Ease of Admin
Average: 8.5
Shweta B.
SB
I like that IBM watsonx.data is fast and easy to use. It allows me to store all my data in one place and execute quick queries, which is essential... Read review
Verified User in Information Technology and Services
UI
This platform is extremely flexible and cost-effective. It combines the adaptability of a data lake with the high performance of a data warehouse.... Read review
Seller Details
Seller
IBM
Company Website
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
708,686 Twitter followers
LinkedIn® Page
www.linkedin.com
339,241 employees on LinkedIn®
Posit
(566)4.5 out of 5
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Posit, formerly RStudio, is dedicated to advancing open-source software for data science, scientific research, and technical communication. Trusted by millions of users, including 25% of the Fortune G

    Users
    • Research Assistant
    • Graduate Research Assistant
    Industries
    • Higher Education
    • Information Technology and Services
    Market Segment
    • 49% Enterprise
    • 27% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Posit features and usability ratings that predict user satisfaction
    8.4
    Application
    Average: 8.5
    8.3
    Managed Service
    Average: 8.2
    8.6
    Natural Language Understanding
    Average: 8.3
    8.3
    Ease of Admin
    Average: 8.5
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
    • Verified User in Higher Education
    UH
    Object-oriented platform. You can manipulate information like an object and put them into analysis. If you have specific "formula" in mind you can... Read review
    Maddy E.
    ME
    RStudio is extremely useful and free software for interpreting and analysing datasets of any size. It's open source, and with the variety of... Read review
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Posit
    Year Founded
    2009
    HQ Location
    Boston, MA
    Twitter
    @posit_pbc
    121,841 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    457 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Posit, formerly RStudio, is dedicated to advancing open-source software for data science, scientific research, and technical communication. Trusted by millions of users, including 25% of the Fortune G

Users
  • Research Assistant
  • Graduate Research Assistant
Industries
  • Higher Education
  • Information Technology and Services
Market Segment
  • 49% Enterprise
  • 27% Mid-Market
Posit features and usability ratings that predict user satisfaction
8.4
Application
Average: 8.5
8.3
Managed Service
Average: 8.2
8.6
Natural Language Understanding
Average: 8.3
8.3
Ease of Admin
Average: 8.5
Verified User in Higher Education
UH
Object-oriented platform. You can manipulate information like an object and put them into analysis. If you have specific "formula" in mind you can... Read review
Maddy E.
ME
RStudio is extremely useful and free software for interpreting and analysing datasets of any size. It's open source, and with the variety of... Read review
Seller Details
Seller
Posit
Year Founded
2009
HQ Location
Boston, MA
Twitter
@posit_pbc
121,841 Twitter followers
LinkedIn® Page
www.linkedin.com
457 employees on LinkedIn®
IBM watsonx.ai
(134)4.4 out of 5
Optimized for quick response
14th Easiest To Use in Data Science and Machine Learning Platforms software
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Watsonx.ai is part of the IBM watsonx platform that brings together new generative AI capabilities, powered by foundation models and traditional machine learning into a powerful studio spanning the AI

    Users
    • Consultant
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 38% Small-Business
    • 32% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • IBM watsonx.ai features and usability ratings that predict user satisfaction
    8.8
    Application
    Average: 8.5
    8.5
    Managed Service
    Average: 8.2
    8.5
    Natural Language Understanding
    Average: 8.3
    8.7
    Ease of Admin
    Average: 8.5
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
    • CF
    The ability to shortcourse the moderization process and therefore reducing cost Read review
    SM
    Cost is one main factor where we can use watsonx ai for a small enterprise system vs another ai system that would be large scale. Read review
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    IBM
    Company Website
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    708,686 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    339,241 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Watsonx.ai is part of the IBM watsonx platform that brings together new generative AI capabilities, powered by foundation models and traditional machine learning into a powerful studio spanning the AI

Users
  • Consultant
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 38% Small-Business
  • 32% Enterprise
IBM watsonx.ai features and usability ratings that predict user satisfaction
8.8
Application
Average: 8.5
8.5
Managed Service
Average: 8.2
8.5
Natural Language Understanding
Average: 8.3
8.7
Ease of Admin
Average: 8.5
CF
The ability to shortcourse the moderization process and therefore reducing cost Read review
SM
Cost is one main factor where we can use watsonx ai for a small enterprise system vs another ai system that would be large scale. Read review
Seller Details
Seller
IBM
Company Website
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
708,686 Twitter followers
LinkedIn® Page
www.linkedin.com
339,241 employees on LinkedIn®
Domo
(986)4.3 out of 5
Optimized for quick response
15th Easiest To Use in Data Science and Machine Learning Platforms software
View top Consulting Services for Domo
Save to My Lists
Free trial available
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Domo's AI and Data Products Platform empowers organizations to turn data into actionable insights and solutions. It allows users to seamlessly connect diverse data sources, prepare data for use, and g

    Users
    • Data Analyst
    • Business Analyst
    Industries
    • Computer Software
    • Marketing and Advertising
    Market Segment
    • 49% Mid-Market
    • 29% Enterprise
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Domo is an end-to-end data platform that enables users to connect, merge, and visualize data from various sources on a single cloud-based platform.
    • Reviewers like Domo's user-friendly interface, its powerful dataflow tools, and its ability to process large datasets without overwhelming local devices.
    • Users experienced issues with the manual process of turning data flows on and off, difficulty in keeping up with frequent updates, and significant delays in data updates.
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Domo features and usability ratings that predict user satisfaction
    5.9
    Application
    Average: 8.5
    6.4
    Managed Service
    Average: 8.2
    5.8
    Natural Language Understanding
    Average: 8.3
    8.1
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Domo
    Company Website
    Year Founded
    2010
    HQ Location
    American Fork, UT
    Twitter
    @Domotalk
    63,879 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,325 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Domo's AI and Data Products Platform empowers organizations to turn data into actionable insights and solutions. It allows users to seamlessly connect diverse data sources, prepare data for use, and g

Users
  • Data Analyst
  • Business Analyst
Industries
  • Computer Software
  • Marketing and Advertising
Market Segment
  • 49% Mid-Market
  • 29% Enterprise
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Domo is an end-to-end data platform that enables users to connect, merge, and visualize data from various sources on a single cloud-based platform.
  • Reviewers like Domo's user-friendly interface, its powerful dataflow tools, and its ability to process large datasets without overwhelming local devices.
  • Users experienced issues with the manual process of turning data flows on and off, difficulty in keeping up with frequent updates, and significant delays in data updates.
Domo features and usability ratings that predict user satisfaction
5.9
Application
Average: 8.5
6.4
Managed Service
Average: 8.2
5.8
Natural Language Understanding
Average: 8.3
8.1
Ease of Admin
Average: 8.5
Seller Details
Seller
Domo
Company Website
Year Founded
2010
HQ Location
American Fork, UT
Twitter
@Domotalk
63,879 Twitter followers
LinkedIn® Page
www.linkedin.com
1,325 employees on LinkedIn®
RapidCanvas
(35)4.8 out of 5
Optimized for quick response
12th Easiest To Use in Data Science and Machine Learning Platforms software
Save to My Lists
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    RapidCanvas is the trusted partner for transforming your business with AI. Our hybrid approach combines autonomous AI agents with human expertise to make enterprise-grade AI accessible to all organiza

    Users
    No information available
    Industries
    • Computer Software
    Market Segment
    • 46% Small-Business
    • 31% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • RapidCanvas features and usability ratings that predict user satisfaction
    9.5
    Application
    Average: 8.5
    9.2
    Managed Service
    Average: 8.2
    8.5
    Natural Language Understanding
    Average: 8.3
    9.3
    Ease of Admin
    Average: 8.5
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
    • Rochelle J.
    RJ
    The recipes for which limited python knowledge is required, and thus is a comfortable platform for non-coders. The Rapid Canvas Notebook has many... Read review
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    RapidCanvas
    Company Website
    Year Founded
    2021
    HQ Location
    Austin, Texas
    Twitter
    @rapidcanvas
    80 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    73 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

RapidCanvas is the trusted partner for transforming your business with AI. Our hybrid approach combines autonomous AI agents with human expertise to make enterprise-grade AI accessible to all organiza

Users
No information available
Industries
  • Computer Software
Market Segment
  • 46% Small-Business
  • 31% Mid-Market
RapidCanvas features and usability ratings that predict user satisfaction
9.5
Application
Average: 8.5
9.2
Managed Service
Average: 8.2
8.5
Natural Language Understanding
Average: 8.3
9.3
Ease of Admin
Average: 8.5
Rochelle J.
RJ
The recipes for which limited python knowledge is required, and thus is a comfortable platform for non-coders. The Rapid Canvas Notebook has many... Read review
Seller Details
Seller
RapidCanvas
Company Website
Year Founded
2021
HQ Location
Austin, Texas
Twitter
@rapidcanvas
80 Twitter followers
LinkedIn® Page
www.linkedin.com
73 employees on LinkedIn®
IBM Decision Optimization
(41)4.5 out of 5
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    IBM Decision Optimization is a family of prescriptive analytics products that combines mathematical and AI techniques to help with business decision-making including operational, tactical and strategi

    Users
    No information available
    Industries
    • Computer Software
    • Financial Services
    Market Segment
    • 59% Enterprise
    • 22% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • IBM Decision Optimization features and usability ratings that predict user satisfaction
    8.3
    Application
    Average: 8.5
    8.3
    Managed Service
    Average: 8.2
    7.3
    Natural Language Understanding
    Average: 8.3
    8.7
    Ease of Admin
    Average: 8.5
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
    • Verified User in Research
    UR
    Its handy once you know how to code. However, for some problem instances it failed to give me solution because of memory issue Read review
    Alkiviadis V.
    AV
    Powerful and reliable solvers, strong integration with other data science tools for building machine learning models, Supports really complex and... Read review
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    IBM
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    708,686 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    339,241 employees on LinkedIn®
    Ownership
    SWX:IBM
Product Description
How are these determined?Information
This description is provided by the seller.

IBM Decision Optimization is a family of prescriptive analytics products that combines mathematical and AI techniques to help with business decision-making including operational, tactical and strategi

Users
No information available
Industries
  • Computer Software
  • Financial Services
Market Segment
  • 59% Enterprise
  • 22% Small-Business
IBM Decision Optimization features and usability ratings that predict user satisfaction
8.3
Application
Average: 8.5
8.3
Managed Service
Average: 8.2
7.3
Natural Language Understanding
Average: 8.3
8.7
Ease of Admin
Average: 8.5
Verified User in Research
UR
Its handy once you know how to code. However, for some problem instances it failed to give me solution because of memory issue Read review
Alkiviadis V.
AV
Powerful and reliable solvers, strong integration with other data science tools for building machine learning models, Supports really complex and... Read review
Seller Details
Seller
IBM
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
708,686 Twitter followers
LinkedIn® Page
www.linkedin.com
339,241 employees on LinkedIn®
Ownership
SWX:IBM