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Top Free MLOps Platforms

Check out our list of free MLOps 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 MLOps Platforms to ensure you get the right product.

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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.
54 MLOps Platforms Products Available
(624)4.6 out of 5
Optimized for quick response
1st Easiest To Use in MLOps 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 10,000 organizations worldwide — including Block, Comcast, Conde Nast, Rivian, and Shell, and over 60% of the Fortune 500 — rely on the Databricks Data

    Users
    • Data Engineer
    • Data Scientist
    Industries
    • Information Technology and Services
    • Financial Services
    Market Segment
    • 47% 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, AI-native environment that combines data engineering, analytics, governance, and machine learning on top of the Lakehouse architecture.
    • Users like the platform's ability to handle large datasets, its collaborative notebooks for team collaboration, and its seamless integration of data engineering, analytics, and machine learning.
    • Reviewers mentioned that the initial setup can be confusing, the platform can be expensive if not monitored carefully, and it has a steep learning curve, especially for those new to distributed computing.
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Databricks Data Intelligence Platform features and usability ratings that predict user satisfaction
    8.8
    Ease of Use
    Average: 8.8
    8.9
    Scalability
    Average: 8.9
    8.7
    Metrics
    Average: 8.6
    8.8
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1999
    HQ Location
    San Francisco, CA
    Twitter
    @databricks
    82,506 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    13,070 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 10,000 organizations worldwide — including Block, Comcast, Conde Nast, Rivian, and Shell, and over 60% of the Fortune 500 — rely on the Databricks Data

Users
  • Data Engineer
  • Data Scientist
Industries
  • Information Technology and Services
  • Financial Services
Market Segment
  • 47% 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, AI-native environment that combines data engineering, analytics, governance, and machine learning on top of the Lakehouse architecture.
  • Users like the platform's ability to handle large datasets, its collaborative notebooks for team collaboration, and its seamless integration of data engineering, analytics, and machine learning.
  • Reviewers mentioned that the initial setup can be confusing, the platform can be expensive if not monitored carefully, and it has a steep learning curve, especially for those new to distributed computing.
Databricks Data Intelligence Platform features and usability ratings that predict user satisfaction
8.8
Ease of Use
Average: 8.8
8.9
Scalability
Average: 8.9
8.7
Metrics
Average: 8.6
8.8
Framework Flexibility
Average: 8.7
Seller Details
Company Website
Year Founded
1999
HQ Location
San Francisco, CA
Twitter
@databricks
82,506 Twitter followers
LinkedIn® Page
www.linkedin.com
13,070 employees on LinkedIn®
(318)4.8 out of 5
10th Easiest To Use in MLOps 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 an AI/ML platform available on every cloud. Data teams and engineers can build, scale, and deploy their AI/ML applications with any stack. Quickly spin up environments to test new idea

    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
    9.4
    Ease of Use
    Average: 8.8
    9.5
    Scalability
    Average: 8.9
    9.3
    Metrics
    Average: 8.6
    9.1
    Framework Flexibility
    Average: 8.7
  • 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
    Company Website
    Year Founded
    2018
    HQ Location
    New York, US
    Twitter
    @saturn_cloud
    3,263 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    38 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Saturn Cloud is an AI/ML platform available on every cloud. Data teams and engineers can build, scale, and deploy their AI/ML applications with any stack. Quickly spin up environments to test new idea

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
9.4
Ease of Use
Average: 8.8
9.5
Scalability
Average: 8.9
9.3
Metrics
Average: 8.6
9.1
Framework Flexibility
Average: 8.7
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
Company Website
Year Founded
2018
HQ Location
New York, US
Twitter
@saturn_cloud
3,263 Twitter followers
LinkedIn® Page
www.linkedin.com
38 employees on LinkedIn®

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(649)4.6 out of 5
Optimized for quick response
6th Easiest To Use in MLOps Platforms software
View top Consulting Services for Snowflake
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Entry Level Price:$2 Compute/Hour
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Snowflake makes enterprise AI easy, efficient and trusted. Thousands of companies around the globe, including hundreds of the world’s largest, use Snowflake’s AI Data Cloud to share data, build applic

    Users
    • Data Engineer
    • Data Analyst
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 45% Enterprise
    • 43% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Snowflake features and usability ratings that predict user satisfaction
    9.0
    Ease of Use
    Average: 8.8
    9.2
    Scalability
    Average: 8.9
    9.3
    Metrics
    Average: 8.6
    9.4
    Framework Flexibility
    Average: 8.7
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
  • MR
    I like that storing and querying large datasets feels simple here. The performance is strong even when we scale up and it removes the heavy work of... Read review
    Sumit C.
    SC
    Snowflake takes away the complexity of managing infrastructure and lets us focus purely on data. The separation of storage and compute means... Read review
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2012
    HQ Location
    San Mateo, CA
    Twitter
    @SnowflakeDB
    132 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    10,445 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Snowflake makes enterprise AI easy, efficient and trusted. Thousands of companies around the globe, including hundreds of the world’s largest, use Snowflake’s AI Data Cloud to share data, build applic

Users
  • Data Engineer
  • Data Analyst
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 45% Enterprise
  • 43% Mid-Market
Snowflake features and usability ratings that predict user satisfaction
9.0
Ease of Use
Average: 8.8
9.2
Scalability
Average: 8.9
9.3
Metrics
Average: 8.6
9.4
Framework Flexibility
Average: 8.7
MR
I like that storing and querying large datasets feels simple here. The performance is strong even when we scale up and it removes the heavy work of... Read review
Sumit C.
SC
Snowflake takes away the complexity of managing infrastructure and lets us focus purely on data. The separation of storage and compute means... Read review
Seller Details
Company Website
Year Founded
2012
HQ Location
San Mateo, CA
Twitter
@SnowflakeDB
132 Twitter followers
LinkedIn® Page
www.linkedin.com
10,445 employees on LinkedIn®
  • 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
    • Statistical Programmer
    • Data Analyst
    Industries
    • Pharmaceuticals
    • Banking
    Market Segment
    • 35% Enterprise
    • 34% 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 tool that supports multiple programming languages and offers data integration, data preparation, AI/ML solutions, and dashboard design capabilities.
    • Reviewers like the tool's ability to handle large datasets quickly, its integration of advanced analytics, AI, and machine learning into a single platform, and its cloud-native architecture that provides flexibility, scalability, and easy collaboration across teams.
    • Users mentioned that the initial setup and configuration can be complex, especially for organizations new to the platform, and some advanced features require significant technical expertise, making the learning curve steep for new users.
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • SAS Viya features and usability ratings that predict user satisfaction
    8.2
    Ease of Use
    Average: 8.8
    8.2
    Scalability
    Average: 8.9
    8.5
    Metrics
    Average: 8.6
    8.0
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1976
    HQ Location
    Cary, NC
    Twitter
    @SASsoftware
    61,807 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    18,025 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
  • Statistical Programmer
  • Data Analyst
Industries
  • Pharmaceuticals
  • Banking
Market Segment
  • 35% Enterprise
  • 34% 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 tool that supports multiple programming languages and offers data integration, data preparation, AI/ML solutions, and dashboard design capabilities.
  • Reviewers like the tool's ability to handle large datasets quickly, its integration of advanced analytics, AI, and machine learning into a single platform, and its cloud-native architecture that provides flexibility, scalability, and easy collaboration across teams.
  • Users mentioned that the initial setup and configuration can be complex, especially for organizations new to the platform, and some advanced features require significant technical expertise, making the learning curve steep for new users.
SAS Viya features and usability ratings that predict user satisfaction
8.2
Ease of Use
Average: 8.8
8.2
Scalability
Average: 8.9
8.5
Metrics
Average: 8.6
8.0
Framework Flexibility
Average: 8.7
Seller Details
Company Website
Year Founded
1976
HQ Location
Cary, NC
Twitter
@SASsoftware
61,807 Twitter followers
LinkedIn® Page
www.linkedin.com
18,025 employees on LinkedIn®
(64)4.8 out of 5
7th Easiest To Use in MLOps Platforms software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Aporia is the leading AI Control Platform, trusted by both emerging tech startups and established Fortune 500 companies to guarantee the privacy, security, and reliability of AI applications. With

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 58% Small-Business
    • 31% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Aporia features and usability ratings that predict user satisfaction
    9.3
    Ease of Use
    Average: 8.8
    9.0
    Scalability
    Average: 8.9
    9.0
    Metrics
    Average: 8.6
    9.0
    Framework Flexibility
    Average: 8.7
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
  • Joy M.
    JM
    according to me the best thing about Aporia is the ease with which one can learn the platform and the different clouds integrated within the... Read review
    KATHAN P.
    KP
    The GUI is very easy to use and it was very easy to setup setup to monitor models here and also get live alerts. The alerts where sent to slack and... Read review
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Coralogix
    Year Founded
    2014
    HQ Location
    San Francisco, CA
    Twitter
    @Coralogix
    4,086 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    535 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Aporia is the leading AI Control Platform, trusted by both emerging tech startups and established Fortune 500 companies to guarantee the privacy, security, and reliability of AI applications. With

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 58% Small-Business
  • 31% Mid-Market
Aporia features and usability ratings that predict user satisfaction
9.3
Ease of Use
Average: 8.8
9.0
Scalability
Average: 8.9
9.0
Metrics
Average: 8.6
9.0
Framework Flexibility
Average: 8.7
Joy M.
JM
according to me the best thing about Aporia is the ease with which one can learn the platform and the different clouds integrated within the... Read review
KATHAN P.
KP
The GUI is very easy to use and it was very easy to setup setup to monitor models here and also get live alerts. The alerts where sent to slack and... Read review
Seller Details
Seller
Coralogix
Year Founded
2014
HQ Location
San Francisco, CA
Twitter
@Coralogix
4,086 Twitter followers
LinkedIn® Page
www.linkedin.com
535 employees on LinkedIn®
(54)4.6 out of 5
4th Easiest To Use in MLOps 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.

    Experiment tracker purpose-built for foundation model training. With Neptune, you can monitor thousands of per-layer metrics—losses, gradients, and activations—at any scale. Visualize them with no

    Users
    No information available
    Industries
    • Computer Software
    • Biotechnology
    Market Segment
    • 43% Mid-Market
    • 41% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • neptune.ai features and usability ratings that predict user satisfaction
    9.1
    Ease of Use
    Average: 8.8
    8.9
    Scalability
    Average: 8.9
    8.3
    Metrics
    Average: 8.6
    9.1
    Framework Flexibility
    Average: 8.7
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
  • Verified User in Research
    IR
    Option to monitor experiments in sync. Compare multiple experiments. Intitate and terminate experiments directly from the Neptune dashboard.... Read review
    Verified User in Computer Software
    UC
    It captures the entire experimental process. Some specialties are building Machine learning models. It can be integrated with Py Torch etc. It has... Read review
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2017
    HQ Location
    Warsaw, PL
    Twitter
    @neptune_ai
    7,282 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    111 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Experiment tracker purpose-built for foundation model training. With Neptune, you can monitor thousands of per-layer metrics—losses, gradients, and activations—at any scale. Visualize them with no

Users
No information available
Industries
  • Computer Software
  • Biotechnology
Market Segment
  • 43% Mid-Market
  • 41% Small-Business
neptune.ai features and usability ratings that predict user satisfaction
9.1
Ease of Use
Average: 8.8
8.9
Scalability
Average: 8.9
8.3
Metrics
Average: 8.6
9.1
Framework Flexibility
Average: 8.7
Verified User in Research
IR
Option to monitor experiments in sync. Compare multiple experiments. Intitate and terminate experiments directly from the Neptune dashboard.... Read review
Verified User in Computer Software
UC
It captures the entire experimental process. Some specialties are building Machine learning models. It can be integrated with Py Torch etc. It has... Read review
Seller Details
Year Founded
2017
HQ Location
Warsaw, PL
Twitter
@neptune_ai
7,282 Twitter followers
LinkedIn® Page
www.linkedin.com
111 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    SAS® Model Manager is a web-based application that enables organizations to register, modify, track, score, publish, and report on analytical models. Organizations can store models within folders or p

    Users
    • Inside Sales Manager
    Industries
    • Computer Software
    Market Segment
    • 59% Enterprise
    • 26% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • SAS Model Manager features and usability ratings that predict user satisfaction
    8.0
    Ease of Use
    Average: 8.8
    8.3
    Scalability
    Average: 8.9
    7.5
    Metrics
    Average: 8.6
    7.5
    Framework Flexibility
    Average: 8.7
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
  • Sayed Azmat A.
    SA
    The data management has been one of the most convenient service in SAS Model Manager. Also the support team is great. Read review
    Sai T.
    ST
    The feature I enjoy the most about SAS Model Manager is its method for generating pipeline models and an integrated platform for publishing the model. Read review
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    1976
    HQ Location
    Cary, NC
    Twitter
    @SASsoftware
    61,820 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    18,025 employees on LinkedIn®
    Phone
    1-800-727-0025
Product Description
How are these determined?Information
This description is provided by the seller.

SAS® Model Manager is a web-based application that enables organizations to register, modify, track, score, publish, and report on analytical models. Organizations can store models within folders or p

Users
  • Inside Sales Manager
Industries
  • Computer Software
Market Segment
  • 59% Enterprise
  • 26% Small-Business
SAS Model Manager features and usability ratings that predict user satisfaction
8.0
Ease of Use
Average: 8.8
8.3
Scalability
Average: 8.9
7.5
Metrics
Average: 8.6
7.5
Framework Flexibility
Average: 8.7
Sayed Azmat A.
SA
The data management has been one of the most convenient service in SAS Model Manager. Also the support team is great. Read review
Sai T.
ST
The feature I enjoy the most about SAS Model Manager is its method for generating pipeline models and an integrated platform for publishing the model. Read review
Seller Details
Year Founded
1976
HQ Location
Cary, NC
Twitter
@SASsoftware
61,820 Twitter followers
LinkedIn® Page
www.linkedin.com
18,025 employees on LinkedIn®
Phone
1-800-727-0025
(171)4.9 out of 5
3rd Easiest To Use in MLOps Platforms software
View top Consulting Services for SuperAnnotate
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    SuperAnnotate is the only fully customizable, one-stop platform for building exactly the annotation tools and workflows your AI projects demand—while unifying the management of all your teams, vendors

    Users
    • Student
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 62% Small-Business
    • 25% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • SuperAnnotate features and usability ratings that predict user satisfaction
    9.6
    Ease of Use
    Average: 8.8
    9.5
    Scalability
    Average: 8.9
    9.3
    Metrics
    Average: 8.6
    9.6
    Framework Flexibility
    Average: 8.7
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
  • Verified User in Automotive
    UA
    I've used the free version of SuperAnnotate as an image labeling tool for a small R&D project on image segmentation. The interface is user friendly... Read review
    AIVORY E.
    AE
    We are a data annotation provider that is 100% EU-based, with colleagues who have a clean criminal record and credit check certification. We have... Read review
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2018
    HQ Location
    San Francisco, CA
    Twitter
    @superannotate
    641 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    310 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

SuperAnnotate is the only fully customizable, one-stop platform for building exactly the annotation tools and workflows your AI projects demand—while unifying the management of all your teams, vendors

Users
  • Student
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 62% Small-Business
  • 25% Mid-Market
SuperAnnotate features and usability ratings that predict user satisfaction
9.6
Ease of Use
Average: 8.8
9.5
Scalability
Average: 8.9
9.3
Metrics
Average: 8.6
9.6
Framework Flexibility
Average: 8.7
Verified User in Automotive
UA
I've used the free version of SuperAnnotate as an image labeling tool for a small R&D project on image segmentation. The interface is user friendly... Read review
AIVORY E.
AE
We are a data annotation provider that is 100% EU-based, with colleagues who have a clean criminal record and credit check certification. We have... Read review
Seller Details
Year Founded
2018
HQ Location
San Francisco, CA
Twitter
@superannotate
641 Twitter followers
LinkedIn® Page
www.linkedin.com
310 employees on LinkedIn®
(51)4.7 out of 5
9th Easiest To Use in MLOps Platforms software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    TrueFoundry is a cloud-native PaaS that enables enterprise teams to experiment as well as productionize advanced ML and LLM workflows on their own cloud/on-prem infra with full data privacy and securi

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 49% Mid-Market
    • 35% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • TrueFoundry features and usability ratings that predict user satisfaction
    8.9
    Ease of Use
    Average: 8.8
    9.3
    Scalability
    Average: 8.9
    8.1
    Metrics
    Average: 8.6
    8.4
    Framework Flexibility
    Average: 8.7
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
  • Rishabh  S.
    RS
    Abstracted Kubernetes Pipeline, Cost Savings from Compute Sharing, Customer Support, Ease of Implementation Read review
    Praveen N.
    PN
    We evaluated truefoundry as a potential alternative to AWS Sagemaker for hosting ML models. The platform is designed with both novice and... Read review
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2021
    HQ Location
    San Francisco, California
    LinkedIn® Page
    www.linkedin.com
    81 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

TrueFoundry is a cloud-native PaaS that enables enterprise teams to experiment as well as productionize advanced ML and LLM workflows on their own cloud/on-prem infra with full data privacy and securi

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 49% Mid-Market
  • 35% Small-Business
TrueFoundry features and usability ratings that predict user satisfaction
8.9
Ease of Use
Average: 8.8
9.3
Scalability
Average: 8.9
8.1
Metrics
Average: 8.6
8.4
Framework Flexibility
Average: 8.7
Rishabh  S.
RS
Abstracted Kubernetes Pipeline, Cost Savings from Compute Sharing, Customer Support, Ease of Implementation Read review
Praveen N.
PN
We evaluated truefoundry as a potential alternative to AWS Sagemaker for hosting ML models. The platform is designed with both novice and... Read review
Seller Details
Company Website
Year Founded
2021
HQ Location
San Francisco, California
LinkedIn® Page
www.linkedin.com
81 employees on LinkedIn®
(69)4.4 out of 5
Optimized for quick response
13th Easiest To Use in MLOps Platforms software
Save to My Lists
Entry Level Price:$9,500.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    InRule Technology® provides explainable AI Decisioning. InRule empowers its users to delight customers and improve business outcomes​ by combining automated decisioning, explainable machine learning a

    Users
    No information available
    Industries
    • Financial Services
    • Insurance
    Market Segment
    • 46% Mid-Market
    • 32% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • InRule features and usability ratings that predict user satisfaction
    8.1
    Ease of Use
    Average: 8.8
    5.8
    Scalability
    Average: 8.9
    6.7
    Metrics
    Average: 8.6
    6.7
    Framework Flexibility
    Average: 8.7
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
  • Jamie K.
    JK
    Our business needed a very flexible rules engine able to handle complex rules for a diverse set of insurance products. InRule has been just that... Read review
    Verified User in Entertainment
    AE
    The flowcharting system and the ability to create models. Its interesting yet there's other softwares, freewares that can do each of the things... Read review
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2002
    HQ Location
    Chicago, IL
    Twitter
    @inrule
    789 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    83 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

InRule Technology® provides explainable AI Decisioning. InRule empowers its users to delight customers and improve business outcomes​ by combining automated decisioning, explainable machine learning a

Users
No information available
Industries
  • Financial Services
  • Insurance
Market Segment
  • 46% Mid-Market
  • 32% Enterprise
InRule features and usability ratings that predict user satisfaction
8.1
Ease of Use
Average: 8.8
5.8
Scalability
Average: 8.9
6.7
Metrics
Average: 8.6
6.7
Framework Flexibility
Average: 8.7
Jamie K.
JK
Our business needed a very flexible rules engine able to handle complex rules for a diverse set of insurance products. InRule has been just that... Read review
Verified User in Entertainment
AE
The flowcharting system and the ability to create models. Its interesting yet there's other softwares, freewares that can do each of the things... Read review
Seller Details
Company Website
Year Founded
2002
HQ Location
Chicago, IL
Twitter
@inrule
789 Twitter followers
LinkedIn® Page
www.linkedin.com
83 employees on LinkedIn®
(183)4.4 out of 5
12th Easiest To Use in MLOps 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
    • 61% Enterprise
    • 21% 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 data science platform that allows both technical and non-technical users to collaboratively build, deploy, and manage AI projects, with features such as visual workflows, AutoML, and support for Python, R, and SQL.
    • Reviewers frequently mention the platform's user-friendly interface, its ability to handle large datasets, the ease of use for non-technical users due to its low/no-code approach, and its strong integration and governance features.
    • Users reported issues such as a steep initial learning curve for beginners, high licensing costs for small companies or startups, performance issues with large projects, and complexities in handling parameterized or reusable workflows.
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Dataiku features and usability ratings that predict user satisfaction
    8.7
    Ease of Use
    Average: 8.8
    9.0
    Scalability
    Average: 8.9
    8.5
    Metrics
    Average: 8.6
    8.5
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Dataiku
    Company Website
    Year Founded
    2013
    HQ Location
    New York, NY
    Twitter
    @dataiku
    23,048 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,542 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
  • 61% Enterprise
  • 21% 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 data science platform that allows both technical and non-technical users to collaboratively build, deploy, and manage AI projects, with features such as visual workflows, AutoML, and support for Python, R, and SQL.
  • Reviewers frequently mention the platform's user-friendly interface, its ability to handle large datasets, the ease of use for non-technical users due to its low/no-code approach, and its strong integration and governance features.
  • Users reported issues such as a steep initial learning curve for beginners, high licensing costs for small companies or startups, performance issues with large projects, and complexities in handling parameterized or reusable workflows.
Dataiku features and usability ratings that predict user satisfaction
8.7
Ease of Use
Average: 8.8
9.0
Scalability
Average: 8.9
8.5
Metrics
Average: 8.6
8.5
Framework Flexibility
Average: 8.7
Seller Details
Seller
Dataiku
Company Website
Year Founded
2013
HQ Location
New York, NY
Twitter
@dataiku
23,048 Twitter followers
LinkedIn® Page
www.linkedin.com
1,542 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Datature is an AI Vision platform that simplifies computer vision development by unifying data labeling, model training, and deployment into a single workflow. By eliminating the need for fragmented t

    Users
    No information available
    Industries
    • Computer Software
    • Research
    Market Segment
    • 62% Small-Business
    • 30% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Datature features and usability ratings that predict user satisfaction
    9.5
    Ease of Use
    Average: 8.8
    9.5
    Scalability
    Average: 8.9
    9.3
    Metrics
    Average: 8.6
    8.9
    Framework Flexibility
    Average: 8.7
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
  • EA
    The labeling and model training process is pretty straightforward, with pre-built models available for fine-tuning or custom models that can be... Read review
    Verified User in Research
    UR
    Datature's customer support is unparalleled. I was having trouble with training an object detection model, and I was able to get on a Zoom call... Read review
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Datature
    Year Founded
    2020
    HQ Location
    San Francisco, US
    Twitter
    @DatatureAI
    163 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    29 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Datature is an AI Vision platform that simplifies computer vision development by unifying data labeling, model training, and deployment into a single workflow. By eliminating the need for fragmented t

Users
No information available
Industries
  • Computer Software
  • Research
Market Segment
  • 62% Small-Business
  • 30% Enterprise
Datature features and usability ratings that predict user satisfaction
9.5
Ease of Use
Average: 8.8
9.5
Scalability
Average: 8.9
9.3
Metrics
Average: 8.6
8.9
Framework Flexibility
Average: 8.7
EA
The labeling and model training process is pretty straightforward, with pre-built models available for fine-tuning or custom models that can be... Read review
Verified User in Research
UR
Datature's customer support is unparalleled. I was having trouble with training an object detection model, and I was able to get on a Zoom call... Read review
Seller Details
Seller
Datature
Year Founded
2020
HQ Location
San Francisco, US
Twitter
@DatatureAI
163 Twitter followers
LinkedIn® Page
www.linkedin.com
29 employees on LinkedIn®
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Encord is the multimodal data management platform for AI. With Encord, AI teams can easily manage, curate, and label images, videos, audio, documents, text, and DICOM files on one unified platform whi

    Users
    No information available
    Industries
    • Computer Software
    • Hospital & Health Care
    Market Segment
    • 51% Small-Business
    • 41% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Encord features and usability ratings that predict user satisfaction
    9.5
    Ease of Use
    Average: 8.8
    9.8
    Scalability
    Average: 8.9
    10.0
    Metrics
    Average: 8.6
    9.5
    Framework Flexibility
    Average: 8.7
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
  • AH
    I like the ability of task management and automation tools to simplify and optimize complex workflows. Such tools can help increase efficiency and... Read review
    Verified User in Hospital & Health Care
    AH
    -The platform is extremely user-friendly, making it easy for anyone to use. -It offers all the necessary features for performing accurate semantic... Read review
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Encord
    Year Founded
    2020
    HQ Location
    San Francisco, US
    Twitter
    @encord_team
    652 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    116 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Encord is the multimodal data management platform for AI. With Encord, AI teams can easily manage, curate, and label images, videos, audio, documents, text, and DICOM files on one unified platform whi

Users
No information available
Industries
  • Computer Software
  • Hospital & Health Care
Market Segment
  • 51% Small-Business
  • 41% Mid-Market
Encord features and usability ratings that predict user satisfaction
9.5
Ease of Use
Average: 8.8
9.8
Scalability
Average: 8.9
10.0
Metrics
Average: 8.6
9.5
Framework Flexibility
Average: 8.7
AH
I like the ability of task management and automation tools to simplify and optimize complex workflows. Such tools can help increase efficiency and... Read review
Verified User in Hospital & Health Care
AH
-The platform is extremely user-friendly, making it easy for anyone to use. -It offers all the necessary features for performing accurate semantic... Read review
Seller Details
Seller
Encord
Year Founded
2020
HQ Location
San Francisco, US
Twitter
@encord_team
652 Twitter followers
LinkedIn® Page
www.linkedin.com
116 employees on LinkedIn®
(27)4.6 out of 5
14th Easiest To Use in MLOps 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.

    The ability to control and observe the health of AI applications is critical for the success and ROI of every experience powered by either predictive or generative AI models. WhyLabs enables teams to

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 48% Small-Business
    • 26% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • WhyLabs features and usability ratings that predict user satisfaction
    8.5
    Ease of Use
    Average: 8.8
    8.1
    Scalability
    Average: 8.9
    9.1
    Metrics
    Average: 8.6
    8.9
    Framework Flexibility
    Average: 8.7
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
  • Federico G.
    FG
    I've used WhyLabs for a few weeks and I was extremely pleased with it! I will evaluate some dimensions of the tool that summarize my experience... Read review
    Verified User in Internet
    UI
    * The customer support is very helpful and proactive * Tool allows for easy ingestion of big number of features and setting up initial monitoring... Read review
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    WhyLabs
    Year Founded
    2019
    HQ Location
    Seattle, WA
    Twitter
    @WhyLabs
    1,198 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    65 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

The ability to control and observe the health of AI applications is critical for the success and ROI of every experience powered by either predictive or generative AI models. WhyLabs enables teams to

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 48% Small-Business
  • 26% Mid-Market
WhyLabs features and usability ratings that predict user satisfaction
8.5
Ease of Use
Average: 8.8
8.1
Scalability
Average: 8.9
9.1
Metrics
Average: 8.6
8.9
Framework Flexibility
Average: 8.7
Federico G.
FG
I've used WhyLabs for a few weeks and I was extremely pleased with it! I will evaluate some dimensions of the tool that summarize my experience... Read review
Verified User in Internet
UI
* The customer support is very helpful and proactive * Tool allows for easy ingestion of big number of features and setting up initial monitoring... Read review
Seller Details
Seller
WhyLabs
Year Founded
2019
HQ Location
Seattle, WA
Twitter
@WhyLabs
1,198 Twitter followers
LinkedIn® Page
www.linkedin.com
65 employees on LinkedIn®
(105)4.2 out of 5
Optimized for quick response
Save to My Lists
Entry Level Price:Starting at $150.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    JFrog Ltd. (Nasdaq: FROG) is on a mission to create a world of software delivered without friction from developer to device. Driven by a “Liquid Software” vision, the JFrog Software Supply Chain P

    Users
    • DevOps Engineer
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 55% Enterprise
    • 34% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • JFrog features and usability ratings that predict user satisfaction
    8.2
    Ease of Use
    Average: 8.8
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
  • Vipin  S.
    VS
    Today supporting Docker and Helm for your Kubernetes deployments. Use it as your Docker registry to easily manage and deploy your Docker... Read review
    Shrinivas S.
    SS
    Some benefits of using the JFrog platform include: 1. Efficient dependency management: Artifactory helps to reduce the time and effort required... Read review
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    JFrog Ltd
    Company Website
    Year Founded
    2008
    HQ Location
    Sunnyvale, CA
    Twitter
    @jfrog
    23,198 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,198 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

JFrog Ltd. (Nasdaq: FROG) is on a mission to create a world of software delivered without friction from developer to device. Driven by a “Liquid Software” vision, the JFrog Software Supply Chain P

Users
  • DevOps Engineer
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 55% Enterprise
  • 34% Mid-Market
JFrog features and usability ratings that predict user satisfaction
8.2
Ease of Use
Average: 8.8
0.0
No information available
0.0
No information available
0.0
No information available
Vipin  S.
VS
Today supporting Docker and Helm for your Kubernetes deployments. Use it as your Docker registry to easily manage and deploy your Docker... Read review
Shrinivas S.
SS
Some benefits of using the JFrog platform include: 1. Efficient dependency management: Artifactory helps to reduce the time and effort required... Read review
Seller Details
Seller
JFrog Ltd
Company Website
Year Founded
2008
HQ Location
Sunnyvale, CA
Twitter
@jfrog
23,198 Twitter followers
LinkedIn® Page
www.linkedin.com
2,198 employees on LinkedIn®