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Best Large Language Model Operationalization (LLMOps) Software with Model Garden Capabilities

Below are the top-rated Large Language Model Operationalization (LLMOps) Software with Model Garden capabilities, as verified by G2’s Research team. Real users have identified Model Garden as an important function of Large Language Model Operationalization (LLMOps) Software. Compare different products that offer this feature so you can decide which is best for your business needs.
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7 Listings in Large Language Model Operationalization (LLMOps) Available
(592)4.3 out of 5
3rd Easiest To Use in Large Language Model Operationalization (LLMOps) software
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Entry Level Price:Pay As You Go
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, a

    Users
    • Software Engineer
    • Data Scientist
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 41% Small-Business
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Vertex 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
    182
    Model Variety
    132
    Features
    127
    Machine Learning
    125
    Integrations
    100
    Cons
    Expensive
    81
    Learning Curve
    58
    Complexity
    56
    Complexity Issues
    52
    Steep Learning Curve
    39
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Google
    Company Website
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    31,497,057 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    325,307 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, a

Users
  • Software Engineer
  • Data Scientist
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 41% Small-Business
  • 33% Enterprise
Vertex 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
182
Model Variety
132
Features
127
Machine Learning
125
Integrations
100
Cons
Expensive
81
Learning Curve
58
Complexity
56
Complexity Issues
52
Steep Learning Curve
39
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
31,497,057 Twitter followers
LinkedIn® Page
www.linkedin.com
325,307 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    TrueFoundry is a unified platform with an enterprise-grade AI Gateway - combining LLM, MCP, and Agent Gateway - to securely manage, route, and govern AI workloads across providers. Its agentic deploym

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 47% Mid-Market
    • 38% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • TrueFoundry 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
    28
    Customer Support
    20
    User Interface
    19
    Deployment Ease
    18
    Easy Integrations
    12
    Cons
    Missing Features
    7
    Complexity Issues
    3
    Deployment Issues
    3
    Difficult Setup
    3
    Lacking Features
    3
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2021
    HQ Location
    San Francisco, California
    LinkedIn® Page
    www.linkedin.com
    89 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

TrueFoundry is a unified platform with an enterprise-grade AI Gateway - combining LLM, MCP, and Agent Gateway - to securely manage, route, and govern AI workloads across providers. Its agentic deploym

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 47% Mid-Market
  • 38% Small-Business
TrueFoundry 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
28
Customer Support
20
User Interface
19
Deployment Ease
18
Easy Integrations
12
Cons
Missing Features
7
Complexity Issues
3
Deployment Issues
3
Difficult Setup
3
Lacking Features
3
Seller Details
Company Website
Year Founded
2021
HQ Location
San Francisco, California
LinkedIn® Page
www.linkedin.com
89 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.

    Amazon Bedrock is a fully managed service that makes foundation models (FMs) from Amazon and other leading AI companies available through an API, so you can choose from various FMs to find the model t

    Users
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 39% Enterprise
    • 36% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • AWS Bedrock 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
    14
    Model Variety
    13
    Easy Integrations
    9
    Features
    8
    Integrations
    6
    Cons
    Expensive
    19
    Complexity Issues
    7
    Learning Curve
    5
    Limited Access
    5
    Model Issues
    5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,217,439 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    143,584 employees on LinkedIn®
    Ownership
    NASDAQ: AMZN
Product Description
How are these determined?Information
This description is provided by the seller.

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from Amazon and other leading AI companies available through an API, so you can choose from various FMs to find the model t

Users
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 39% Enterprise
  • 36% Mid-Market
AWS Bedrock 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
14
Model Variety
13
Easy Integrations
9
Features
8
Integrations
6
Cons
Expensive
19
Complexity Issues
7
Learning Curve
5
Limited Access
5
Model Issues
5
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,217,439 Twitter followers
LinkedIn® Page
www.linkedin.com
143,584 employees on LinkedIn®
Ownership
NASDAQ: AMZN
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    NVIDIA AI Enterprise is a comprehensive, cloud-native software suite designed to streamline the development and deployment of AI applications across various environments, including on-premises data ce

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 57% Small-Business
    • 29% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Nvidia AI Enterprise 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
    Features
    6
    Easy Integrations
    5
    AI Integration
    3
    Performance Satisfaction
    3
    Cons
    Expensive
    7
    Complexity Issues
    4
    Learning Curve
    4
    Complexity
    2
    Limited Flexibility
    2
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    NVIDIA
    Year Founded
    1993
    HQ Location
    Santa Clara, CA
    Twitter
    @nvidia
    2,417,645 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 AI Enterprise is a comprehensive, cloud-native software suite designed to streamline the development and deployment of AI applications across various environments, including on-premises data ce

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 57% Small-Business
  • 29% Mid-Market
Nvidia AI Enterprise 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
Features
6
Easy Integrations
5
AI Integration
3
Performance Satisfaction
3
Cons
Expensive
7
Complexity Issues
4
Learning Curve
4
Complexity
2
Limited Flexibility
2
Seller Details
Seller
NVIDIA
Year Founded
1993
HQ Location
Santa Clara, CA
Twitter
@nvidia
2,417,645 Twitter followers
LinkedIn® Page
www.linkedin.com
46,062 employees on LinkedIn®
Ownership
NVDA
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    An open-source, cloud-native neural search framework for creating scalable deep learning search applications across various modalities.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Jina 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
    This product has not yet received any positive sentiments.
    Cons
    Difficult Setup
    1
    Learning Curve
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Jina AI
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

An open-source, cloud-native neural search framework for creating scalable deep learning search applications across various modalities.

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
Jina 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
This product has not yet received any positive sentiments.
Cons
Difficult Setup
1
Learning Curve
1
Seller Details
Seller
Jina AI
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.

    Katonic AI is an end-to-end enterprise AI solution for businesses. Its generative AI capabilities are built on the award-winning Katonic machine learning operations platform. Using Katonic AI, busines

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Enterprise
    • 50% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2020
    HQ Location
    Sydney, AU
    Twitter
    @AiKatonic
    86 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.

Katonic AI is an end-to-end enterprise AI solution for businesses. Its generative AI capabilities are built on the award-winning Katonic machine learning operations platform. Using Katonic AI, busines

Users
No information available
Industries
No information available
Market Segment
  • 50% Enterprise
  • 50% Mid-Market
Seller Details
Year Founded
2020
HQ Location
Sydney, AU
Twitter
@AiKatonic
86 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.

    Our generative AI platform offers end-to-end solutions for your LLM development lifecycle. Generate high-quality, diverse data, experiment with prompts and models, evaluate your pipeline with automate

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Shaip Generative AI Platform 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
    Performance Satisfaction
    1
    Cons
    Accuracy Issues
    1
    AI Limitations
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Shaip
    Year Founded
    2018
    HQ Location
    Louisville, Kentucky
    Twitter
    @weareShaip
    237 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    331 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Our generative AI platform offers end-to-end solutions for your LLM development lifecycle. Generate high-quality, diverse data, experiment with prompts and models, evaluate your pipeline with automate

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
Shaip Generative AI Platform 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
Performance Satisfaction
1
Cons
Accuracy Issues
1
AI Limitations
1
Seller Details
Seller
Shaip
Year Founded
2018
HQ Location
Louisville, Kentucky
Twitter
@weareShaip
237 Twitter followers
LinkedIn® Page
www.linkedin.com
331 employees on LinkedIn®