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Best Machine Learning Software - Page 5

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi

Machine learning software leverages algorithms to automate complex decision-making and generate predictions, eliminating the need for manual rule configuration. Machine learning solutions improve the speed and accuracy of desired outputs by constantly refining them as the application digests more training data. Machine learning software improves processes and introduces efficiency in multiple industries, ranging from financial services to agriculture. Common applications include process automation, customer service, security risk identification, and contextual collaboration.

Notably, end users of machine learning-powered applications do not interact with the algorithm directly. Instead, machine learning powers the backend of the artificial intelligence (AI) that users interact with. Machine learning platforms function differently from machine learning operationalization (MLOps) platforms by focusing on model development and training rather than deployment monitoring and lifecycle management.

To qualify for inclusion in the Machine Learning category, a product must:

Offer an algorithm that learns and adapts based on data
Consume data inputs from a variety of data pools
Ingest data from structured, unstructured, or streaming sources, including local files, cloud storage, databases, or APIs
Be the source of intelligent learning capabilities for applications
Provide an output that solves a specific issue based on the learned data
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Featured Machine Learning Software At A Glance

Free Plan Available:
Alteryx
Sponsored
Leader:
Highest Performer:
Easiest to Use:
Top Trending:
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Highest Performer:
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.

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312 Listings in Machine Learning Available
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    MLKit is a machine learning framework written in Swift that features machine learning algorithms that deal with the topic of regression to provide developers with a toolkit to create products that can

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 46% Small-Business
    • 31% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • MLKit 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
    Integrations
    1
    Model Variety
    1
    Usage Frequency
    1
    Cons
    This product has not yet received any negative sentiments.
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • MLKit features and usability ratings that predict user satisfaction
    0.0
    No information available
    9.3
    Ease of Use
    Average: 8.5
    9.2
    Quality of Support
    Average: 8.4
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    MLKit
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

MLKit is a machine learning framework written in Swift that features machine learning algorithms that deal with the topic of regression to provide developers with a toolkit to create products that can

Users
No information available
Industries
No information available
Market Segment
  • 46% Small-Business
  • 31% Mid-Market
MLKit 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
Integrations
1
Model Variety
1
Usage Frequency
1
Cons
This product has not yet received any negative sentiments.
MLKit features and usability ratings that predict user satisfaction
0.0
No information available
9.3
Ease of Use
Average: 8.5
9.2
Quality of Support
Average: 8.4
0.0
No information available
Seller Details
Seller
MLKit
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Neo4j Graph Data Science is a data science and machine learning engine that uses the relationships in your data to improve predictions. It plugs into enterprise data ecosystems so you can get more dat

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 44% Mid-Market
    • 38% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Neo4j Graph Data Science 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
    Data Analysis
    1
    Ease of Use
    1
    Fast Processing
    1
    Powerful
    1
    Problem Solving
    1
    Cons
    Cost Issues
    1
    Expensive
    1
    Expensive Subscriptions
    1
    Limited Capacity
    1
    Limited Storage
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Neo4j Graph Data Science features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 8.7
    8.5
    Ease of Use
    Average: 8.5
    8.8
    Quality of Support
    Average: 8.4
    8.3
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Neo4j
    Year Founded
    2007
    HQ Location
    San Mateo, CA
    Twitter
    @neo4j
    46,676 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    890 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Neo4j Graph Data Science is a data science and machine learning engine that uses the relationships in your data to improve predictions. It plugs into enterprise data ecosystems so you can get more dat

Users
No information available
Industries
No information available
Market Segment
  • 44% Mid-Market
  • 38% Small-Business
Neo4j Graph Data Science 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
Data Analysis
1
Ease of Use
1
Fast Processing
1
Powerful
1
Problem Solving
1
Cons
Cost Issues
1
Expensive
1
Expensive Subscriptions
1
Limited Capacity
1
Limited Storage
1
Neo4j Graph Data Science features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 8.7
8.5
Ease of Use
Average: 8.5
8.8
Quality of Support
Average: 8.4
8.3
Ease of Admin
Average: 8.5
Seller Details
Seller
Neo4j
Year Founded
2007
HQ Location
San Mateo, CA
Twitter
@neo4j
46,676 Twitter followers
LinkedIn® Page
www.linkedin.com
890 employees on LinkedIn®

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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    NVIDIA Merlin empowers data scientists, machine learning engineers, and researchers to build high-performing recommenders at scale. Merlin includes libraries, methods, and tools that streamline the bu

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 44% Small-Business
    • 33% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • NVIDIA Merlin 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
    Scalability
    4
    Ease of Use
    3
    Quality
    3
    Reliability
    3
    AI Technology
    1
    Cons
    Expensive
    2
    Data Security
    1
    Dependency Issues
    1
    Difficulty for Beginners
    1
    Inefficient Translation Management
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • NVIDIA Merlin features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 8.7
    9.3
    Ease of Use
    Average: 8.5
    9.1
    Quality of Support
    Average: 8.4
    7.8
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    NVIDIA
    Year Founded
    1993
    HQ Location
    Santa Clara, CA
    Twitter
    @nvidia
    2,415,038 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    46,062 employees on LinkedIn®
    Ownership
    NVDA
Product Description
How are these determined?Information
This description is provided by the seller.

NVIDIA Merlin empowers data scientists, machine learning engineers, and researchers to build high-performing recommenders at scale. Merlin includes libraries, methods, and tools that streamline the bu

Users
No information available
Industries
No information available
Market Segment
  • 44% Small-Business
  • 33% Mid-Market
NVIDIA Merlin 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
Scalability
4
Ease of Use
3
Quality
3
Reliability
3
AI Technology
1
Cons
Expensive
2
Data Security
1
Dependency Issues
1
Difficulty for Beginners
1
Inefficient Translation Management
1
NVIDIA Merlin features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 8.7
9.3
Ease of Use
Average: 8.5
9.1
Quality of Support
Average: 8.4
7.8
Ease of Admin
Average: 8.5
Seller Details
Seller
NVIDIA
Year Founded
1993
HQ Location
Santa Clara, CA
Twitter
@nvidia
2,415,038 Twitter followers
LinkedIn® Page
www.linkedin.com
46,062 employees on LinkedIn®
Ownership
NVDA
(732)4.6 out of 5
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Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    DigitalOcean is a cloud computing platform designed to assist businesses and developers in creating, deploying, and scaling applications efficiently. This infrastructure-as-a-service (IaaS) solution c

    Users
    • Software Engineer
    • CTO
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 83% Small-Business
    • 11% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • DigitalOcean 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
    131
    Features
    79
    Affordable
    72
    Cost-Effective
    72
    Easy Setup
    66
    Cons
    Expensive
    37
    Missing Features
    35
    Limited Features
    32
    Cost Issues
    21
    Limited Functionality
    19
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • DigitalOcean features and usability ratings that predict user satisfaction
    9.2
    Has the product been a good partner in doing business?
    Average: 8.7
    9.3
    Ease of Use
    Average: 8.5
    8.7
    Quality of Support
    Average: 8.4
    9.2
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2012
    HQ Location
    New York
    Twitter
    @digitalocean
    221,256 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,262 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

DigitalOcean is a cloud computing platform designed to assist businesses and developers in creating, deploying, and scaling applications efficiently. This infrastructure-as-a-service (IaaS) solution c

Users
  • Software Engineer
  • CTO
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 83% Small-Business
  • 11% Mid-Market
DigitalOcean 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
131
Features
79
Affordable
72
Cost-Effective
72
Easy Setup
66
Cons
Expensive
37
Missing Features
35
Limited Features
32
Cost Issues
21
Limited Functionality
19
DigitalOcean features and usability ratings that predict user satisfaction
9.2
Has the product been a good partner in doing business?
Average: 8.7
9.3
Ease of Use
Average: 8.5
8.7
Quality of Support
Average: 8.4
9.2
Ease of Admin
Average: 8.5
Seller Details
Company Website
Year Founded
2012
HQ Location
New York
Twitter
@digitalocean
221,256 Twitter followers
LinkedIn® Page
www.linkedin.com
2,262 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, DICOM, and LiDAR / 3D point cloud files on

    Users
    No information available
    Industries
    • Computer Software
    • Hospital & Health Care
    Market Segment
    • 50% Small-Business
    • 40% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Encord 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
    Annotation Efficiency
    10
    Annotation Tools
    10
    Ease of Use
    10
    Team Collaboration
    6
    Image Segmentation
    5
    Cons
    Missing Features
    6
    Lacking Features
    4
    Difficult Navigation
    3
    Lagging Issues
    3
    Latency Issues
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Encord features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 8.7
    9.5
    Ease of Use
    Average: 8.5
    9.9
    Quality of Support
    Average: 8.4
    7.7
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Encord
    Year Founded
    2020
    HQ Location
    San Francisco, US
    Twitter
    @encord_team
    679 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    127 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, DICOM, and LiDAR / 3D point cloud files on

Users
No information available
Industries
  • Computer Software
  • Hospital & Health Care
Market Segment
  • 50% Small-Business
  • 40% Mid-Market
Encord 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
Annotation Efficiency
10
Annotation Tools
10
Ease of Use
10
Team Collaboration
6
Image Segmentation
5
Cons
Missing Features
6
Lacking Features
4
Difficult Navigation
3
Lagging Issues
3
Latency Issues
3
Encord features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 8.7
9.5
Ease of Use
Average: 8.5
9.9
Quality of Support
Average: 8.4
7.7
Ease of Admin
Average: 8.5
Seller Details
Seller
Encord
Year Founded
2020
HQ Location
San Francisco, US
Twitter
@encord_team
679 Twitter followers
LinkedIn® Page
www.linkedin.com
127 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Keysight Eggplant is a leading intelligent test automation platform that uses ML/AI to test the entire user journey — identifying and predicting any potential defects along the way. Unlike other te

    Users
    • Software Engineer
    • Test Automation Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 43% Enterprise
    • 35% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Keysight Eggplant 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
    7
    Automation
    5
    Automation Support
    5
    Automation Ease
    4
    Customer Support
    4
    Cons
    Browser Compatibility
    1
    Browser Compatibility Issues
    1
    Compatibility Issues
    1
    Complexity
    1
    Expensive
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Keysight Eggplant features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 8.7
    8.9
    Ease of Use
    Average: 8.5
    8.6
    Quality of Support
    Average: 8.4
    7.7
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2014
    HQ Location
    Santa Rosa, California, United States
    Twitter
    @Keysight
    13,584 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    13,093 employees on LinkedIn®
    Ownership
    NYSE: KEYS
Product Description
How are these determined?Information
This description is provided by the seller.

Keysight Eggplant is a leading intelligent test automation platform that uses ML/AI to test the entire user journey — identifying and predicting any potential defects along the way. Unlike other te

Users
  • Software Engineer
  • Test Automation Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 43% Enterprise
  • 35% Small-Business
Keysight Eggplant 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
7
Automation
5
Automation Support
5
Automation Ease
4
Customer Support
4
Cons
Browser Compatibility
1
Browser Compatibility Issues
1
Compatibility Issues
1
Complexity
1
Expensive
1
Keysight Eggplant features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 8.7
8.9
Ease of Use
Average: 8.5
8.6
Quality of Support
Average: 8.4
7.7
Ease of Admin
Average: 8.5
Seller Details
Year Founded
2014
HQ Location
Santa Rosa, California, United States
Twitter
@Keysight
13,584 Twitter followers
LinkedIn® Page
www.linkedin.com
13,093 employees on LinkedIn®
Ownership
NYSE: KEYS
  • 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
    8.7
    Has the product been a good partner in doing business?
    Average: 8.7
    8.8
    Ease of Use
    Average: 8.5
    9.5
    Quality of Support
    Average: 8.4
    9.3
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2018
    HQ Location
    Paris, FR
    Twitter
    @Kili_Technology
    444 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    40 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
8.7
Has the product been a good partner in doing business?
Average: 8.7
8.8
Ease of Use
Average: 8.5
9.5
Quality of Support
Average: 8.4
9.3
Ease of Admin
Average: 8.5
Seller Details
Year Founded
2018
HQ Location
Paris, FR
Twitter
@Kili_Technology
444 Twitter followers
LinkedIn® Page
www.linkedin.com
40 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Marvin processes structured data for software development, enhancing your software development process.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Small-Business
    • 33% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Marvin 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
    Ease of Use
    9
    AI Technology
    3
    Intuitive
    3
    Model Variety
    3
    Open-Source
    3
    Cons
    Usage Limitations
    3
    AI Limitations
    2
    Limitations
    2
    Complex Implementation
    1
    Complex Setup
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Marvin AI features and usability ratings that predict user satisfaction
    8.3
    Has the product been a good partner in doing business?
    Average: 8.7
    8.8
    Ease of Use
    Average: 8.5
    8.0
    Quality of Support
    Average: 8.4
    10.0
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Marvin processes structured data for software development, enhancing your software development process.

Users
No information available
Industries
No information available
Market Segment
  • 50% Small-Business
  • 33% Mid-Market
Marvin 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
Ease of Use
9
AI Technology
3
Intuitive
3
Model Variety
3
Open-Source
3
Cons
Usage Limitations
3
AI Limitations
2
Limitations
2
Complex Implementation
1
Complex Setup
1
Marvin AI features and usability ratings that predict user satisfaction
8.3
Has the product been a good partner in doing business?
Average: 8.7
8.8
Ease of Use
Average: 8.5
8.0
Quality of Support
Average: 8.4
10.0
Ease of Admin
Average: 8.5
Seller Details
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    An end to end deep learning compiler for inference and training with extensive framework and hardware support

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Mid-Market
    • 38% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • OpenVINO Toolkit 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
    Flexibility
    3
    AI Technology
    2
    Ease of Use
    2
    Intuitive
    2
    Scalability
    2
    Cons
    Integration Issues
    4
    Compatibility Issues
    2
    Poor Documentation
    2
    Complex Implementation
    1
    Complexity
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • OpenVINO Toolkit features and usability ratings that predict user satisfaction
    6.7
    Has the product been a good partner in doing business?
    Average: 8.7
    8.5
    Ease of Use
    Average: 8.5
    8.8
    Quality of Support
    Average: 8.4
    6.7
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    1968
    HQ Location
    Santa Clara, CA
    Twitter
    @intel
    4,475,576 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    110,978 employees on LinkedIn®
    Ownership
    NASDAQ:INTC
Product Description
How are these determined?Information
This description is provided by the seller.

An end to end deep learning compiler for inference and training with extensive framework and hardware support

Users
No information available
Industries
No information available
Market Segment
  • 50% Mid-Market
  • 38% Enterprise
OpenVINO Toolkit 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
Flexibility
3
AI Technology
2
Ease of Use
2
Intuitive
2
Scalability
2
Cons
Integration Issues
4
Compatibility Issues
2
Poor Documentation
2
Complex Implementation
1
Complexity
1
OpenVINO Toolkit features and usability ratings that predict user satisfaction
6.7
Has the product been a good partner in doing business?
Average: 8.7
8.5
Ease of Use
Average: 8.5
8.8
Quality of Support
Average: 8.4
6.7
Ease of Admin
Average: 8.5
Seller Details
Year Founded
1968
HQ Location
Santa Clara, CA
Twitter
@intel
4,475,576 Twitter followers
LinkedIn® Page
www.linkedin.com
110,978 employees on LinkedIn®
Ownership
NASDAQ:INTC
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    ml.js is a machine learning and numeric analysis tools in javascript for node.js and browser.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 64% Mid-Market
    • 27% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • ml.js features and usability ratings that predict user satisfaction
    8.9
    Has the product been a good partner in doing business?
    Average: 8.7
    8.6
    Ease of Use
    Average: 8.5
    8.1
    Quality of Support
    Average: 8.4
    9.4
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    ml.js
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

ml.js is a machine learning and numeric analysis tools in javascript for node.js and browser.

Users
No information available
Industries
No information available
Market Segment
  • 64% Mid-Market
  • 27% Small-Business
ml.js features and usability ratings that predict user satisfaction
8.9
Has the product been a good partner in doing business?
Average: 8.7
8.6
Ease of Use
Average: 8.5
8.1
Quality of Support
Average: 8.4
9.4
Ease of Admin
Average: 8.5
Seller Details
Seller
ml.js
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
(16)4.6 out of 5
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  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    The UiPath Business Automation Platform. From insight to innovation at the speed you need.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 56% Small-Business
    • 31% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • UiPath Document Understanding 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
    9
    Data Extraction
    8
    Document Automation
    7
    AI Technology
    6
    Data Capture
    6
    Cons
    Training Required
    5
    Complex Setup
    4
    ML Limitations
    4
    Complex Implementation
    3
    Expensive
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • UiPath Document Understanding features and usability ratings that predict user satisfaction
    6.7
    Has the product been a good partner in doing business?
    Average: 8.7
    8.6
    Ease of Use
    Average: 8.5
    9.0
    Quality of Support
    Average: 8.4
    7.8
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    UiPath
    Year Founded
    2005
    HQ Location
    New York
    Twitter
    @UiPath
    106,615 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    5,020 employees on LinkedIn®
    Ownership
    NYSE: PATH
Product Description
How are these determined?Information
This description is provided by the seller.

The UiPath Business Automation Platform. From insight to innovation at the speed you need.

Users
No information available
Industries
No information available
Market Segment
  • 56% Small-Business
  • 31% Enterprise
UiPath Document Understanding 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
9
Data Extraction
8
Document Automation
7
AI Technology
6
Data Capture
6
Cons
Training Required
5
Complex Setup
4
ML Limitations
4
Complex Implementation
3
Expensive
3
UiPath Document Understanding features and usability ratings that predict user satisfaction
6.7
Has the product been a good partner in doing business?
Average: 8.7
8.6
Ease of Use
Average: 8.5
9.0
Quality of Support
Average: 8.4
7.8
Ease of Admin
Average: 8.5
Seller Details
Seller
UiPath
Year Founded
2005
HQ Location
New York
Twitter
@UiPath
106,615 Twitter followers
LinkedIn® Page
www.linkedin.com
5,020 employees on LinkedIn®
Ownership
NYSE: PATH
(6)4.3 out of 5
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  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    OpenAI Gym is a toolkit for developing and comparing reinforcement learning algorithms that supports teaching agents everything from walking to playing games like Pong or Go.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 67% Small-Business
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Gymnasium 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
    Features
    2
    AI Technology
    1
    Customization Options
    1
    Implementation Ease
    1
    Cons
    Complex Setup
    2
    AI Limitations
    1
    Complex Implementation
    1
    Limited Features
    1
    Limited Options
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Gymnasium features and usability ratings that predict user satisfaction
    8.3
    Has the product been a good partner in doing business?
    Average: 8.7
    7.8
    Ease of Use
    Average: 8.5
    7.2
    Quality of Support
    Average: 8.4
    8.3
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    OpenAI
    Year Founded
    2015
    HQ Location
    San Francisco, CA
    Twitter
    @OpenAI
    4,535,869 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,933 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

OpenAI Gym is a toolkit for developing and comparing reinforcement learning algorithms that supports teaching agents everything from walking to playing games like Pong or Go.

Users
No information available
Industries
No information available
Market Segment
  • 67% Small-Business
  • 33% Enterprise
Gymnasium 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
Features
2
AI Technology
1
Customization Options
1
Implementation Ease
1
Cons
Complex Setup
2
AI Limitations
1
Complex Implementation
1
Limited Features
1
Limited Options
1
Gymnasium features and usability ratings that predict user satisfaction
8.3
Has the product been a good partner in doing business?
Average: 8.7
7.8
Ease of Use
Average: 8.5
7.2
Quality of Support
Average: 8.4
8.3
Ease of Admin
Average: 8.5
Seller Details
Seller
OpenAI
Year Founded
2015
HQ Location
San Francisco, CA
Twitter
@OpenAI
4,535,869 Twitter followers
LinkedIn® Page
www.linkedin.com
1,933 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Prolific is helping research teams build a better world with better data. Our platform makes it easy to access high-quality data from 200k+ diverse, vetted participants.

    Users
    • Assistant Professor
    • Associate Professor
    Industries
    • Higher Education
    • Research
    Market Segment
    • 41% Enterprise
    • 37% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Prolific 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
    61
    Participant Recruitment
    46
    Quality
    32
    Participant Engagement
    30
    Participation
    21
    Cons
    Expensive
    17
    Participant Management
    17
    Limited Features
    13
    Poor Customer Support
    13
    Compensation Issues
    10
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Prolific features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 8.7
    8.9
    Ease of Use
    Average: 8.5
    7.8
    Quality of Support
    Average: 8.4
    9.1
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Prolific
    Company Website
    Year Founded
    2014
    HQ Location
    London, England
    Twitter
    @Prolific
    13,274 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    674 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Prolific is helping research teams build a better world with better data. Our platform makes it easy to access high-quality data from 200k+ diverse, vetted participants.

Users
  • Assistant Professor
  • Associate Professor
Industries
  • Higher Education
  • Research
Market Segment
  • 41% Enterprise
  • 37% Small-Business
Prolific 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
61
Participant Recruitment
46
Quality
32
Participant Engagement
30
Participation
21
Cons
Expensive
17
Participant Management
17
Limited Features
13
Poor Customer Support
13
Compensation Issues
10
Prolific features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 8.7
8.9
Ease of Use
Average: 8.5
7.8
Quality of Support
Average: 8.4
9.1
Ease of Admin
Average: 8.5
Seller Details
Seller
Prolific
Company Website
Year Founded
2014
HQ Location
London, England
Twitter
@Prolific
13,274 Twitter followers
LinkedIn® Page
www.linkedin.com
674 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    We provide personalized content, product, and search recommendations as a service to increase our clients’ revenues, increase their user satisfaction and help their businesses grow. Using our simple-t

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 65% Small-Business
    • 30% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Recombee features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 8.7
    8.7
    Ease of Use
    Average: 8.5
    9.0
    Quality of Support
    Average: 8.4
    10.0
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Recombee
    Year Founded
    2015
    HQ Location
    Prague, Prague
    Twitter
    @recombee
    196 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    32 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

We provide personalized content, product, and search recommendations as a service to increase our clients’ revenues, increase their user satisfaction and help their businesses grow. Using our simple-t

Users
No information available
Industries
No information available
Market Segment
  • 65% Small-Business
  • 30% Mid-Market
Recombee features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 8.7
8.7
Ease of Use
Average: 8.5
9.0
Quality of Support
Average: 8.4
10.0
Ease of Admin
Average: 8.5
Seller Details
Seller
Recombee
Year Founded
2015
HQ Location
Prague, Prague
Twitter
@recombee
196 Twitter followers
LinkedIn® Page
www.linkedin.com
32 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Scibids is a SaaS platform solving algorithmic trading challenge on behalf of the media buyers.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Mid-Market
    • 33% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Scibids 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
    3
    Productivity Improvement
    2
    User Interface
    2
    AI Technology
    1
    Business Growth
    1
    Cons
    Expensive
    1
    Learning Curve
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Scibids features and usability ratings that predict user satisfaction
    9.2
    Has the product been a good partner in doing business?
    Average: 8.7
    8.3
    Ease of Use
    Average: 8.5
    9.0
    Quality of Support
    Average: 8.4
    10.0
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Scibids
    Year Founded
    2016
    HQ Location
    New York, New York, United States
    LinkedIn® Page
    www.linkedin.com
    1,284 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Scibids is a SaaS platform solving algorithmic trading challenge on behalf of the media buyers.

Users
No information available
Industries
No information available
Market Segment
  • 50% Mid-Market
  • 33% Small-Business
Scibids 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
3
Productivity Improvement
2
User Interface
2
AI Technology
1
Business Growth
1
Cons
Expensive
1
Learning Curve
1
Scibids features and usability ratings that predict user satisfaction
9.2
Has the product been a good partner in doing business?
Average: 8.7
8.3
Ease of Use
Average: 8.5
9.0
Quality of Support
Average: 8.4
10.0
Ease of Admin
Average: 8.5
Seller Details
Seller
Scibids
Year Founded
2016
HQ Location
New York, New York, United States
LinkedIn® Page
www.linkedin.com
1,284 employees on LinkedIn®

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