Introducing G2.ai, the future of software buying.Try now

Best MLOps Platforms - Page 3

Blue Bowen
BB
Researched and written by Blue Bowen

Machine learning operationalization (MLOps) platforms allow users to manage and monitor machine learning models as they are integrated into business applications. In addition, many of these tools facilitate the deployment of these models. With these tools, businesses can implement machine learning models and algorithms built by data scientists and developers. MLOps software automates deployment, monitors models' health, performance, and accuracy, and iterates on those models. Some tools provide features for doing this collaboratively. This enables businesses to scale machine learning across the company and make a tangible business impact.

Additionally, these products may provide security, provisioning, and governing capabilities to ensure that only those authorized to make version changes or deployment adjustments can do so. The tools can differ regarding what part of the machine learning journey or workflow they focus on, including explainability, hyper optimization, feature engineering, model risk, model selection, model monitoring, and experiment tracking.

These tools are usually language agnostic, so they can be successfully deployed no matter how an algorithm is built. However, some may focus specifically on languages like R or Python, among others. Some of these products are dedicated to tracking machine learning experiments to better understand the performance of models. In addition, some products provide the ability to augment users’ training datasets in order to improve model training.

Some MLOps solutions offer a way to manage all machine learning models across the entire business in a single location. Although similar to data science and machine learning platforms, this software differs since it focuses on the maintenance and monitoring of models instead of deployment.

To qualify for inclusion in the MLOps Platforms category, a product must:

Offer a platform to monitor and manage machine learning models
Allow users to integrate models into business applications across a company
Track the health and performance of deployed machine learning models
Provide a holistic management tool to better understand all models deployed across a business
Show More
Show Less

Best MLOps Platforms At A Glance

Leader:
Highest Performer:
Easiest to Use:
Top Trending:
Show LessShow More
Easiest to Use:
Top Trending:

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.

Coming Soon
Get Trending MLOps Platforms Products in Your Inbox

A weekly snapshot of rising stars, new launches, and what everyone's buzzing about.

Sample Trending Products Newsletter
No filters applied
211 Listings in MLOps Platforms Available
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    With the Gurobi Optimizer, you can identify provably optimal solutions to the world’s most complex problems—including linear, nonlinear, and quadratic problems—using any combination of continuous and

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 55% Enterprise
    • 25% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Gurobi Optimizer features and usability ratings that predict user satisfaction
    9.3
    Ease of Use
    Average: 8.8
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2008
    HQ Location
    Beaverton, OR
    Twitter
    @gurobi
    5,037 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    200 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

With the Gurobi Optimizer, you can identify provably optimal solutions to the world’s most complex problems—including linear, nonlinear, and quadratic problems—using any combination of continuous and

Users
No information available
Industries
No information available
Market Segment
  • 55% Enterprise
  • 25% Small-Business
Gurobi Optimizer features and usability ratings that predict user satisfaction
9.3
Ease of Use
Average: 8.8
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Year Founded
2008
HQ Location
Beaverton, OR
Twitter
@gurobi
5,037 Twitter followers
LinkedIn® Page
www.linkedin.com
200 employees on LinkedIn®
(54)4.8 out of 5
View top Consulting Services for V7 Darwin
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.

    V7 Darwin is a specialized AI platform for creating high-quality training data and managing annotation workflows. It is engineered for teams building sophisticated computer vision models and solving c

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 54% Small-Business
    • 35% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • V7 Darwin Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    10
    Annotation Efficiency
    8
    Annotation Tools
    7
    Features
    6
    Efficiency
    5
    Cons
    Lacking Features
    5
    Missing Features
    5
    Limited Features
    3
    Annotation Issues
    2
    Difficult Navigation
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • V7 Darwin features and usability ratings that predict user satisfaction
    9.5
    Ease of Use
    Average: 8.8
    9.8
    Scalability
    Average: 8.9
    9.7
    Metrics
    Average: 8.7
    9.3
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    V7
    Year Founded
    2018
    HQ Location
    London, England
    Twitter
    @v7labs
    3,421 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    102 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

V7 Darwin is a specialized AI platform for creating high-quality training data and managing annotation workflows. It is engineered for teams building sophisticated computer vision models and solving c

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 54% Small-Business
  • 35% Mid-Market
V7 Darwin Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
10
Annotation Efficiency
8
Annotation Tools
7
Features
6
Efficiency
5
Cons
Lacking Features
5
Missing Features
5
Limited Features
3
Annotation Issues
2
Difficult Navigation
2
V7 Darwin features and usability ratings that predict user satisfaction
9.5
Ease of Use
Average: 8.8
9.8
Scalability
Average: 8.9
9.7
Metrics
Average: 8.7
9.3
Framework Flexibility
Average: 8.7
Seller Details
Seller
V7
Year Founded
2018
HQ Location
London, England
Twitter
@v7labs
3,421 Twitter followers
LinkedIn® Page
www.linkedin.com
102 employees on LinkedIn®

This is how G2 Deals can help you:

  • Easily shop for curated – and trusted – software
  • Own your own software buying journey
  • Discover exclusive deals on software
(69)4.4 out of 5
Optimized for quick response
15th 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
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • InRule Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    2
    Customer Support
    1
    Easy Creation
    1
    Easy Integration
    1
    Easy Integrations
    1
    Cons
    Learning Curve
    1
  • 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: 8.7
    6.7
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2002
    HQ Location
    Chicago, IL
    Twitter
    @inrule
    779 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    86 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 Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
2
Customer Support
1
Easy Creation
1
Easy Integration
1
Easy Integrations
1
Cons
Learning Curve
1
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: 8.7
6.7
Framework Flexibility
Average: 8.7
Seller Details
Company Website
Year Founded
2002
HQ Location
Chicago, IL
Twitter
@inrule
779 Twitter followers
LinkedIn® Page
www.linkedin.com
86 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Dataloop is a cutting-edge AI Development Platform that's transforming the way organizations build AI applications. Our platform is meticulously crafted to cater to developers at the heart of the AI d

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 39% Mid-Market
    • 32% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Dataloop Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    5
    Annotation Efficiency
    3
    Annotation Tools
    3
    Easy Integrations
    3
    Integrations
    3
    Cons
    Deployment Delays
    2
    Deployment Issues
    2
    Integration Issues
    2
    Complexity
    1
    Confusing Syntax
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Dataloop features and usability ratings that predict user satisfaction
    8.8
    Ease of Use
    Average: 8.8
    8.3
    Scalability
    Average: 8.9
    7.8
    Metrics
    Average: 8.7
    8.3
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Dataloop
    Year Founded
    2017
    HQ Location
    Herzliya, IL
    LinkedIn® Page
    www.linkedin.com
    73 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Dataloop is a cutting-edge AI Development Platform that's transforming the way organizations build AI applications. Our platform is meticulously crafted to cater to developers at the heart of the AI d

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 39% Mid-Market
  • 32% Small-Business
Dataloop Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
5
Annotation Efficiency
3
Annotation Tools
3
Easy Integrations
3
Integrations
3
Cons
Deployment Delays
2
Deployment Issues
2
Integration Issues
2
Complexity
1
Confusing Syntax
1
Dataloop features and usability ratings that predict user satisfaction
8.8
Ease of Use
Average: 8.8
8.3
Scalability
Average: 8.9
7.8
Metrics
Average: 8.7
8.3
Framework Flexibility
Average: 8.7
Seller Details
Seller
Dataloop
Year Founded
2017
HQ Location
Herzliya, IL
LinkedIn® Page
www.linkedin.com
73 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Kili Technology is a comprehensive labeling tool where you can label your training data fast, find and fix issues in your dataset, and simplify your labeling operations. Kili Technology dramatically a

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 40% Mid-Market
    • 38% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Kili Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    API Quality
    2
    API Usability
    2
    Collaboration
    2
    Data Labeling
    2
    Data Management
    2
    Cons
    Annotation Issues
    1
    Complex Implementation
    1
    Inefficient Labeling
    1
    Lacking Features
    1
    Lack of Features
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Kili features and usability ratings that predict user satisfaction
    8.8
    Ease of Use
    Average: 8.8
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2018
    HQ Location
    Paris, FR
    Twitter
    @Kili_Technology
    445 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    53 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Kili Technology is a comprehensive labeling tool where you can label your training data fast, find and fix issues in your dataset, and simplify your labeling operations. Kili Technology dramatically a

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 40% Mid-Market
  • 38% Small-Business
Kili Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
API Quality
2
API Usability
2
Collaboration
2
Data Labeling
2
Data Management
2
Cons
Annotation Issues
1
Complex Implementation
1
Inefficient Labeling
1
Lacking Features
1
Lack of Features
1
Kili features and usability ratings that predict user satisfaction
8.8
Ease of Use
Average: 8.8
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Year Founded
2018
HQ Location
Paris, FR
Twitter
@Kili_Technology
445 Twitter followers
LinkedIn® Page
www.linkedin.com
53 employees on LinkedIn®
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Comet provides an end-to-end model evaluation platform for AI developers, with best in class LLM evaluations, experiment tracking, and production monitoring.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Mid-Market
    • 42% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Comet.ml features and usability ratings that predict user satisfaction
    8.3
    Ease of Use
    Average: 8.8
    7.3
    Scalability
    Average: 8.9
    8.0
    Metrics
    Average: 8.7
    7.7
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Comet.ml
    Year Founded
    2017
    HQ Location
    New York, NY
    Twitter
    @Cometml
    15,105 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    87 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Comet provides an end-to-end model evaluation platform for AI developers, with best in class LLM evaluations, experiment tracking, and production monitoring.

Users
No information available
Industries
No information available
Market Segment
  • 50% Mid-Market
  • 42% Small-Business
Comet.ml features and usability ratings that predict user satisfaction
8.3
Ease of Use
Average: 8.8
7.3
Scalability
Average: 8.9
8.0
Metrics
Average: 8.7
7.7
Framework Flexibility
Average: 8.7
Seller Details
Seller
Comet.ml
Year Founded
2017
HQ Location
New York, NY
Twitter
@Cometml
15,105 Twitter followers
LinkedIn® Page
www.linkedin.com
87 employees on LinkedIn®
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    ClearML is an end-to-end AI platform that streamlines AI development and deployment by orchestrating workloads and optimizing infrastructure performance. The platform maximizes GPU cluster utilization

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 54% Small-Business
    • 31% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • ClearML features and usability ratings that predict user satisfaction
    8.9
    Ease of Use
    Average: 8.8
    10.0
    Scalability
    Average: 8.9
    8.8
    Metrics
    Average: 8.7
    8.8
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    ClearML
    Year Founded
    2016
    HQ Location
    Tel Aviv, IL
    Twitter
    @clearmlapp
    3,787 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    36 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

ClearML is an end-to-end AI platform that streamlines AI development and deployment by orchestrating workloads and optimizing infrastructure performance. The platform maximizes GPU cluster utilization

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 54% Small-Business
  • 31% Mid-Market
ClearML features and usability ratings that predict user satisfaction
8.9
Ease of Use
Average: 8.8
10.0
Scalability
Average: 8.9
8.8
Metrics
Average: 8.7
8.8
Framework Flexibility
Average: 8.7
Seller Details
Seller
ClearML
Year Founded
2016
HQ Location
Tel Aviv, IL
Twitter
@clearmlapp
3,787 Twitter followers
LinkedIn® Page
www.linkedin.com
36 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    The Machine Learning Toolkit for Kubernetes

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 45% Small-Business
    • 41% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Kubeflow Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Cloud Storage
    1
    Ease of Use
    1
    Efficiency
    1
    Flexibility
    1
    Model Variety
    1
    Cons
    Complex Setup
    2
    Complex Implementation
    1
    Complexity
    1
    Difficult Setup
    1
    Limited Capacity
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Kubeflow features and usability ratings that predict user satisfaction
    7.6
    Ease of Use
    Average: 8.8
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Kubeflow
    Year Founded
    2017
    HQ Location
    Sunnyvale, US
    Twitter
    @kubeflow
    6,519 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    17 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

The Machine Learning Toolkit for Kubernetes

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 45% Small-Business
  • 41% Enterprise
Kubeflow Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Cloud Storage
1
Ease of Use
1
Efficiency
1
Flexibility
1
Model Variety
1
Cons
Complex Setup
2
Complex Implementation
1
Complexity
1
Difficult Setup
1
Limited Capacity
1
Kubeflow features and usability ratings that predict user satisfaction
7.6
Ease of Use
Average: 8.8
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
Kubeflow
Year Founded
2017
HQ Location
Sunnyvale, US
Twitter
@kubeflow
6,519 Twitter followers
LinkedIn® Page
www.linkedin.com
17 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Leader in creating Data Science Tools. MLJAR is an automated machine learning (AutoML) framework designed to make building and deploying machine learning models easier and more accessible. It offers t

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 63% Enterprise
    • 25% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • MLJAR features and usability ratings that predict user satisfaction
    8.8
    Ease of Use
    Average: 8.8
    8.9
    Scalability
    Average: 8.9
    9.0
    Metrics
    Average: 8.7
    9.1
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    MLJAR
    Year Founded
    2016
    HQ Location
    Łapy, PL
    Twitter
    @MLJARofficial
    1,474 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    6 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Leader in creating Data Science Tools. MLJAR is an automated machine learning (AutoML) framework designed to make building and deploying machine learning models easier and more accessible. It offers t

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 63% Enterprise
  • 25% Small-Business
MLJAR features and usability ratings that predict user satisfaction
8.8
Ease of Use
Average: 8.8
8.9
Scalability
Average: 8.9
9.0
Metrics
Average: 8.7
9.1
Framework Flexibility
Average: 8.7
Seller Details
Seller
MLJAR
Year Founded
2016
HQ Location
Łapy, PL
Twitter
@MLJARofficial
1,474 Twitter followers
LinkedIn® Page
www.linkedin.com
6 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Arize AI offers an all-in-one AI and Agent Engineering platform designed for the complexity and unpredictable behavior of generative models. With purpose-built tools to observe, evaluate, and optimize

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 43% Small-Business
    • 30% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Arize AI Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Easy Integrations
    1
    Cons
    This product has not yet received any negative sentiments.
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Arize AI features and usability ratings that predict user satisfaction
    7.7
    Ease of Use
    Average: 8.8
    9.2
    Scalability
    Average: 8.9
    9.2
    Metrics
    Average: 8.7
    7.5
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Arize AI
    HQ Location
    Berkeley, US
    Twitter
    @arizeai
    4,136 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    145 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Arize AI offers an all-in-one AI and Agent Engineering platform designed for the complexity and unpredictable behavior of generative models. With purpose-built tools to observe, evaluate, and optimize

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 43% Small-Business
  • 30% Enterprise
Arize AI Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Easy Integrations
1
Cons
This product has not yet received any negative sentiments.
Arize AI features and usability ratings that predict user satisfaction
7.7
Ease of Use
Average: 8.8
9.2
Scalability
Average: 8.9
9.2
Metrics
Average: 8.7
7.5
Framework Flexibility
Average: 8.7
Seller Details
Seller
Arize AI
HQ Location
Berkeley, US
Twitter
@arizeai
4,136 Twitter followers
LinkedIn® Page
www.linkedin.com
145 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Mona is an intelligent monitoring platform for AI in production. Data science, machine learning, and data operation teams leverage Mona to increase trust in their AI system by giving them a powerful a

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Small-Business
    • 40% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Mona features and usability ratings that predict user satisfaction
    8.1
    Ease of Use
    Average: 8.8
    10.0
    Scalability
    Average: 8.9
    8.3
    Metrics
    Average: 8.7
    8.3
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Mona
    Year Founded
    2018
    HQ Location
    N/A
    Twitter
    @mona_labs
    42 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    17 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Mona is an intelligent monitoring platform for AI in production. Data science, machine learning, and data operation teams leverage Mona to increase trust in their AI system by giving them a powerful a

Users
No information available
Industries
No information available
Market Segment
  • 50% Small-Business
  • 40% Mid-Market
Mona features and usability ratings that predict user satisfaction
8.1
Ease of Use
Average: 8.8
10.0
Scalability
Average: 8.9
8.3
Metrics
Average: 8.7
8.3
Framework Flexibility
Average: 8.7
Seller Details
Seller
Mona
Year Founded
2018
HQ Location
N/A
Twitter
@mona_labs
42 Twitter followers
LinkedIn® Page
www.linkedin.com
17 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    DVC is an open-source, Git-based data science tool. Apply version control to machine learning development, make your repo the backbone of your project, and instill best practices across your team. Fi

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 55% Mid-Market
    • 27% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • DVC features and usability ratings that predict user satisfaction
    6.9
    Ease of Use
    Average: 8.8
    8.3
    Scalability
    Average: 8.9
    8.1
    Metrics
    Average: 8.7
    8.8
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Iterative
    Year Founded
    2018
    HQ Location
    San Francisco, California
    Twitter
    @Iterativeai
    544 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    13 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

DVC is an open-source, Git-based data science tool. Apply version control to machine learning development, make your repo the backbone of your project, and instill best practices across your team. Fi

Users
No information available
Industries
No information available
Market Segment
  • 55% Mid-Market
  • 27% Small-Business
DVC features and usability ratings that predict user satisfaction
6.9
Ease of Use
Average: 8.8
8.3
Scalability
Average: 8.9
8.1
Metrics
Average: 8.7
8.8
Framework Flexibility
Average: 8.7
Seller Details
Seller
Iterative
Year Founded
2018
HQ Location
San Francisco, California
Twitter
@Iterativeai
544 Twitter followers
LinkedIn® Page
www.linkedin.com
13 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Pachyderm is cost-effective at scale, enabling data engineering teams to automate complex pipelines with sophisticated data transformations across any type of data. Our unique approach provides parall

    Users
    No information available
    Industries
    • Computer Software
    Market Segment
    • 50% Mid-Market
    • 36% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Pachyderm features and usability ratings that predict user satisfaction
    7.3
    Ease of Use
    Average: 8.8
    8.0
    Scalability
    Average: 8.9
    8.1
    Metrics
    Average: 8.7
    7.6
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Pachyderm
    Year Founded
    2014
    HQ Location
    San Francisco, California
    Twitter
    @pachyderminc
    2,403 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    7 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Pachyderm is cost-effective at scale, enabling data engineering teams to automate complex pipelines with sophisticated data transformations across any type of data. Our unique approach provides parall

Users
No information available
Industries
  • Computer Software
Market Segment
  • 50% Mid-Market
  • 36% Enterprise
Pachyderm features and usability ratings that predict user satisfaction
7.3
Ease of Use
Average: 8.8
8.0
Scalability
Average: 8.9
8.1
Metrics
Average: 8.7
7.6
Framework Flexibility
Average: 8.7
Seller Details
Seller
Pachyderm
Year Founded
2014
HQ Location
San Francisco, California
Twitter
@pachyderminc
2,403 Twitter followers
LinkedIn® Page
www.linkedin.com
7 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Seldon gets machine learning models to production faster, in the most reliable way. Front-end deployment of models, explainers and canaries means users can deploy ML models and testing can be done in

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 45% Enterprise
    • 36% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Seldon features and usability ratings that predict user satisfaction
    7.9
    Ease of Use
    Average: 8.8
    9.2
    Scalability
    Average: 8.9
    9.2
    Metrics
    Average: 8.7
    9.2
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Seldon
    Year Founded
    2014
    HQ Location
    London, GB
    Twitter
    @seldon_io
    2,288 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    102 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Seldon gets machine learning models to production faster, in the most reliable way. Front-end deployment of models, explainers and canaries means users can deploy ML models and testing can be done in

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 45% Enterprise
  • 36% Small-Business
Seldon features and usability ratings that predict user satisfaction
7.9
Ease of Use
Average: 8.8
9.2
Scalability
Average: 8.9
9.2
Metrics
Average: 8.7
9.2
Framework Flexibility
Average: 8.7
Seller Details
Seller
Seldon
Year Founded
2014
HQ Location
London, GB
Twitter
@seldon_io
2,288 Twitter followers
LinkedIn® Page
www.linkedin.com
102 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Determined AI takes a pragmatic, results-driven approach to deep learning, with a goal of dramatically improving the productivity of deep learning developers. Its integrated AutoML platform simplifies

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 55% Small-Business
    • 36% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Determined AI features and usability ratings that predict user satisfaction
    7.7
    Ease of Use
    Average: 8.8
    10.0
    Scalability
    Average: 8.9
    9.4
    Metrics
    Average: 8.7
    8.3
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2017
    HQ Location
    Houston, Texas
    Twitter
    @DeterminedAI
    1,734 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    14 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Determined AI takes a pragmatic, results-driven approach to deep learning, with a goal of dramatically improving the productivity of deep learning developers. Its integrated AutoML platform simplifies

Users
No information available
Industries
No information available
Market Segment
  • 55% Small-Business
  • 36% Mid-Market
Determined AI features and usability ratings that predict user satisfaction
7.7
Ease of Use
Average: 8.8
10.0
Scalability
Average: 8.9
9.4
Metrics
Average: 8.7
8.3
Framework Flexibility
Average: 8.7
Seller Details
Year Founded
2017
HQ Location
Houston, Texas
Twitter
@DeterminedAI
1,734 Twitter followers
LinkedIn® Page
www.linkedin.com
14 employees on LinkedIn®