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Best MLOps Platforms for Small Business - Page 2

Blue Bowen
BB
Researched and written by Blue Bowen

Products classified in the overall MLOps Platforms category are similar in many regards and help companies of all sizes solve their business problems. However, small business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Small Business MLOps Platforms to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Small Business MLOps Platforms category.

In addition to qualifying for inclusion in the MLOps Platforms category, to qualify for inclusion in the Small Business MLOps Platforms category, a product must have at least 10 reviews left by a reviewer from a small business.

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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.

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19 Listings in Small Business MLOps Platforms Available

  • 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
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • SAS Model Manager 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
    Model Management
    6
    Model Variety
    5
    Analytics
    3
    Ease of Use
    3
    Automation
    2
    Cons
    Complexity
    2
    Expensive
    2
    Integration Difficulty
    2
    Integration Issues
    2
    Learning Curve
    2
  • 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: 8.7
    7.5
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    1976
    HQ Location
    Cary, NC
    Twitter
    @SASsoftware
    61,215 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    18,202 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 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
Model Management
6
Model Variety
5
Analytics
3
Ease of Use
3
Automation
2
Cons
Complexity
2
Expensive
2
Integration Difficulty
2
Integration Issues
2
Learning Curve
2
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: 8.7
7.5
Framework Flexibility
Average: 8.7
Seller Details
Year Founded
1976
HQ Location
Cary, NC
Twitter
@SASsoftware
61,215 Twitter followers
LinkedIn® Page
www.linkedin.com
18,202 employees on LinkedIn®
Phone
1-800-727-0025
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% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • WhyLabs 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
    Customer Support
    5
    AI Capabilities
    1
    Analytics
    1
    Capabilities
    1
    Documentation
    1
    Cons
    API Issues
    2
    Lack of Guidance
    2
    Missing Features
    2
    Poor Documentation
    2
    Difficult Setup
    1
  • 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: 8.7
    8.9
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    WhyLabs
    Year Founded
    2019
    HQ Location
    Seattle, WA
    Twitter
    @WhyLabs
    1,190 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    57 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% Enterprise
WhyLabs 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
Customer Support
5
AI Capabilities
1
Analytics
1
Capabilities
1
Documentation
1
Cons
API Issues
2
Lack of Guidance
2
Missing Features
2
Poor Documentation
2
Difficult Setup
1
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: 8.7
8.9
Framework Flexibility
Average: 8.7
Seller Details
Seller
WhyLabs
Year Founded
2019
HQ Location
Seattle, WA
Twitter
@WhyLabs
1,190 Twitter followers
LinkedIn® Page
www.linkedin.com
57 employees on LinkedIn®

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(54)4.8 out of 5
View top Consulting Services for V7 Darwin
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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.

    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
    3,418 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
3,418 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.

    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
    4,110 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
4,110 Twitter followers
LinkedIn® Page
www.linkedin.com
145 employees on LinkedIn®