# The Top 17 Large Language Model Operationalization (LLMOps) Software

Check out this list of the top Large Language Model Operationalization (LLMOps) Software products based on user satisfaction. A product's satisfaction score is calculated by a[proprietary algorithm](https://sell.g2.com/g2-scoring-methodologies)that factors in real-user satisfaction ratings from review data. Software buyers can compare products according to their satisfaction scores to streamline the buying process and quickly identify the best products based on the experiences of their peers.

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All SegmentsEnterprise ( \>1000 emp.)Mid-Market (51-1000 emp.)Small Business (50 or fewer emp.)All RegionsAsiaNorth America

The Top 17 Large Language Model Operationalization (LLMOps) Software

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All SegmentsEnterprise ( \>1000 emp.)Mid-Market (51-1000 emp.)Small Business (50 or fewer emp.)All RegionsAsiaNorth America

[Collapse AllExpand All](#)

G2 Satisfaction Score
Information

Compare

[Expand/Collapse SuperAnnotate](#)

#1

[![SuperAnnotate](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_9a85895001c537f0499ee1e5f9f9cb2d/superannotate.png)](/products/superannotate/reviews)

[SuperAnnotate](/products/superannotate/reviews "SuperAnnotate")

97

[Expand/Collapse SuperAnnotate](#)

Overall Satisfaction Score

97

Top Industries of Reviewers:

Computer Software

39%

Information Technology and Services

36%

Computer & Network Security

18%

Education Management

7%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

9.8

Meets Requirements

Average: 8.9

9.7

Ease of Doing Business With

Average: 5.4

9.7

Ease of Setup

Average: 8.4

9.8

Quality of Support

Average: 8.8

9.6

Ease of Admin

Average: 5.2

10.0

[Expand/Collapse Gemini Enterprise Agent Platform](#)

#2

[![Gemini Enterprise Agent Platform](https://images.g2crowd.com/uploads/product/hd_favicon/6efc32195e73db7d34376f30b0091141/gemini-enterprise-agent-platform.svg)](/products/gemini-enterprise-agent-platform/reviews)

[Gemini Enterprise Agent Platform](/products/gemini-enterprise-agent-platform/reviews "Gemini Enterprise Agent Platform")

87

[Expand/Collapse Gemini Enterprise Agent Platform](#)

Overall Satisfaction Score

87

Top Industries of Reviewers:

Computer Software

53%

Information Technology and Services

35%

Accounting

6%

Financial Services

6%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

8.4

Meets Requirements

Average: 8.9

8.9

Ease of Doing Business With

Average: 5.4

8.3

Ease of Setup

Average: 8.4

8.7

Quality of Support

Average: 8.8

8.9

Ease of Admin

Average: 5.2

7.7

[Expand/Collapse IBM watsonx.ai](#)

#3

[![IBM watsonx.ai](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_24bb2b0b5af8e7d875ea09d767bcb097/ibm-watsonx-ai.jpg)](/products/ibm-watsonx-ai/reviews)

[IBM watsonx.ai](/products/ibm-watsonx-ai/reviews "IBM watsonx.ai")

84

[Expand/Collapse IBM watsonx.ai](#)

Overall Satisfaction Score

84

Top Industries of Reviewers:

Information Technology and Services

34%

Consulting

24%

Banking

21%

Financial Services

21%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

8.6

Meets Requirements

Average: 8.9

8.6

Ease of Doing Business With

Average: 5.4

9.1

Ease of Setup

Average: 8.4

7.9

Quality of Support

Average: 8.8

8.4

Ease of Admin

Average: 5.2

9.0

[Expand/Collapse AWS Bedrock](#)

#4

[![AWS Bedrock](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_dd674051aa4dc7d0dfc8b7737b799e0b/aws-bedrock.jpg)](/products/aws-bedrock/reviews)

[AWS Bedrock](/products/aws-bedrock/reviews "AWS Bedrock")

62

[Expand/Collapse AWS Bedrock](#)

Overall Satisfaction Score

62

Top Industries of Reviewers:

Information Technology and Services

53%

Computer Software

35%

Education Management

6%

Computer & Network Security

6%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

9.0

Meets Requirements

Average: 8.9

8.8

Ease of Doing Business With

Average: 5.4

9.3

Ease of Setup

Average: 8.4

8.6

Quality of Support

Average: 8.8

8.7

Ease of Admin

Average: 5.2

9.1

[Expand/Collapse Kong Konnect](#)

#5

[![Kong Konnect](https://images.g2crowd.com/uploads/product/hd_favicon/9a7b58e9d271cfba8efd4f03911c71dd/kong-inc-kong-konnect.svg)](/products/kong-inc-kong-konnect/reviews)

[Kong Konnect](/products/kong-inc-kong-konnect/reviews "Kong Konnect")

56

[Expand/Collapse Kong Konnect](#)

Overall Satisfaction Score

56

Top Industries of Reviewers:

Computer Software

52%

Information Technology and Services

17%

Financial Services

15%

Retail

15%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

8.9

Meets Requirements

Average: 8.9

8.9

Ease of Doing Business With

Average: 5.4

9.6

Ease of Setup

Average: 8.4

9.1

Quality of Support

Average: 8.8

9.0

Ease of Admin

Average: 5.2

9.7

[Expand/Collapse Langchain](#)

#6

[![Langchain](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_325487375e1e9456e856a78e811f5fc1/langchain.png)](/products/langchain/reviews)

[Langchain](/products/langchain/reviews "Langchain")

55

[Expand/Collapse Langchain](#)

Overall Satisfaction Score

55

Top Industries of Reviewers:

Computer Software

50%

Information Technology and Services

36%

Biotechnology

7%

Electrical/Electronic Manufacturing

7%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

9.4

Meets Requirements

Average: 8.9

9.6

Ease of Doing Business With

Average: 5.4

0.0

Ease of Setup

Average: 8.4

9.4

Quality of Support

Average: 8.8

9.4

Ease of Admin

Average: 5.2

0.0

[Expand/Collapse Dataiku](#)

#7

[![Dataiku](https://images.g2crowd.com/uploads/product/hd_favicon/3fe6cc82516a2babaa3dfd8f9dfcc4b3/dataiku.svg)](/products/dataiku/reviews)

[Dataiku](/products/dataiku/reviews "Dataiku")

54

[Expand/Collapse Dataiku](#)

Overall Satisfaction Score

54

Top Industries of Reviewers:

Consulting

36%

Information Technology and Services

27%

Computer & Network Security

18%

Computer Software

18%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

8.8

Meets Requirements

Average: 8.9

9.1

Ease of Doing Business With

Average: 5.4

9.2

Ease of Setup

Average: 8.4

8.7

Quality of Support

Average: 8.8

9.2

Ease of Admin

Average: 5.2

8.9

[Expand/Collapse Future AGI](#)

#8

[![Future AGI](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_99f8a283922729ebc55a92467110cdc6/future-agi.png)](/products/future-agi/reviews)

[Future AGI](/products/future-agi/reviews "Future AGI")

53

[Expand/Collapse Future AGI](#)

Overall Satisfaction Score

53

Top Industries of Reviewers:

Computer Software

40%

Financial Services

20%

Hospital & Health Care

20%

Information Technology and Services

20%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

9.6

Meets Requirements

Average: 8.9

9.6

Ease of Doing Business With

Average: 5.4

0.0

Ease of Setup

Average: 8.4

9.7

Quality of Support

Average: 8.8

9.8

Ease of Admin

Average: 5.2

0.0

[Expand/Collapse Microsoft 365 Copilot](#)

#9

[![Microsoft 365 Copilot](https://images.g2crowd.com/uploads/product/hd_favicon/9b7a745b5767b3df56d6149ddeebf67a/microsoft-microsoft-365-copilot.svg)](/products/microsoft-microsoft-365-copilot/reviews)

[Microsoft 365 Copilot](/products/microsoft-microsoft-365-copilot/reviews "Microsoft 365 Copilot")

49

[Expand/Collapse Microsoft 365 Copilot](#)

Overall Satisfaction Score

49

Top Industries of Reviewers:

Information Technology and Services

67%

Construction

11%

Marketing and Advertising

11%

Telecommunications

11%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

9.6

Meets Requirements

Average: 8.9

9.1

Ease of Doing Business With

Average: 5.4

0.0

Ease of Setup

Average: 8.4

9.7

Quality of Support

Average: 8.8

8.9

Ease of Admin

Average: 5.2

0.0

[Expand/Collapse Botpress](#)

#10

[![Botpress](https://images.g2crowd.com/uploads/product/hd_favicon/b0bcdaac035b8ee31609366c73c04498/botpress.svg)](/products/botpress/reviews)

[Botpress](/products/botpress/reviews "Botpress")

46

[Expand/Collapse Botpress](#)

Overall Satisfaction Score

46

Top Industries of Reviewers:

Information Technology and Services

33%

Financial Services

22%

Computer Software

22%

Retail

22%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

9.2

Meets Requirements

Average: 8.9

8.7

Ease of Doing Business With

Average: 5.4

9.6

Ease of Setup

Average: 8.4

9.2

Quality of Support

Average: 8.8

7.5

Ease of Admin

Average: 5.2

8.8

[Expand/Collapse AutoGPT](#)

#11

[![AutoGPT](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_22ba9763d76637abf003af94827c02e1/autogpt.jpeg)](/products/autogpt/reviews)

[AutoGPT](/products/autogpt/reviews "AutoGPT")

36

[Expand/Collapse AutoGPT](#)

Overall Satisfaction Score

36

Top Industries of Reviewers:

Information Technology and Services

52%

Computer Software

24%

Financial Services

14%

Chemicals

10%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

9.0

Meets Requirements

Average: 8.9

9.4

Ease of Doing Business With

Average: 5.4

9.3

Ease of Setup

Average: 8.4

8.6

Quality of Support

Average: 8.8

8.5

Ease of Admin

Average: 5.2

9.3

[Expand/Collapse Carbon](#)

#12

[![Carbon](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_56b8dc6ef114c270d5ee7d19e4108497/carbonai.png)](/products/carbonai/reviews)

[Carbon](/products/carbonai/reviews "Carbon")

34

[Expand/Collapse Carbon](#)

Overall Satisfaction Score

34

Top Industries of Reviewers:

Information Technology and Services

50%

Computer Software

30%

Commercial Real Estate

10%

Consulting

10%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

9.2

Meets Requirements

Average: 8.9

9.6

Ease of Doing Business With

Average: 5.4

0.0

Ease of Setup

Average: 8.4

8.9

Quality of Support

Average: 8.8

9.0

Ease of Admin

Average: 5.2

0.0

[Expand/Collapse IBM watsonx Orchestrate](#)

#13

[![IBM watsonx Orchestrate](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_24bb2b0b5af8e7d875ea09d767bcb097/ibm-watsonx-orchestrate.jpg)](/products/ibm-watsonx-orchestrate/reviews)

[IBM watsonx Orchestrate](/products/ibm-watsonx-orchestrate/reviews "IBM watsonx Orchestrate")

33

[Expand/Collapse IBM watsonx Orchestrate](#)

Overall Satisfaction Score

33

Top Industries of Reviewers:

Information Technology and Services

44%

Computer Software

28%

Financial Services

17%

Banking

11%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

7.8

Meets Requirements

Average: 8.9

8.2

Ease of Doing Business With

Average: 5.4

9.2

Ease of Setup

Average: 8.4

7.9

Quality of Support

Average: 8.8

8.9

Ease of Admin

Average: 5.2

7.9

[Expand/Collapse LaunchDarkly](#)

#14

[![LaunchDarkly](https://images.g2crowd.com/uploads/product/hd_favicon/e5aaf2adae6668e3a1bcd6c4bac042a5/launchdarkly.svg)](/products/launchdarkly/reviews)

[LaunchDarkly](/products/launchdarkly/reviews "LaunchDarkly")

31

[Expand/Collapse LaunchDarkly](#)

Overall Satisfaction Score

31

Top Industries of Reviewers:

Information Technology and Services

33%

Computer Software

33%

Construction

25%

Entertainment

8%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

9.0

Meets Requirements

Average: 8.9

8.8

Ease of Doing Business With

Average: 5.4

8.5

Ease of Setup

Average: 8.4

8.3

Quality of Support

Average: 8.8

8.2

Ease of Admin

Average: 5.2

8.5

[Expand/Collapse TrueFoundry](#)

#15

[![TrueFoundry](https://images.g2crowd.com/uploads/product/hd_favicon/1a25e8f129bc7f424b807ca1f32ae7a5/truefoundry.svg)](/products/truefoundry/reviews)

[TrueFoundry](/products/truefoundry/reviews "TrueFoundry")

30

[Expand/Collapse TrueFoundry](#)

Overall Satisfaction Score

30

Top Industries of Reviewers:

Computer Games

42%

Information Technology and Services

25%

Computer Software

17%

Entertainment

17%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

9.6

Meets Requirements

Average: 8.9

8.5

Ease of Doing Business With

Average: 5.4

0.0

Ease of Setup

Average: 8.4

9.5

Quality of Support

Average: 8.8

9.3

Ease of Admin

Average: 5.2

0.0

[Expand/Collapse Aporia](#)

#16

[![Aporia](https://images.g2crowd.com/uploads/product/hd_favicon/82a6d903ee8cc856131c7c2e63bd0f0e/aporia.svg)](/products/aporia/reviews)

[Aporia](/products/aporia/reviews "Aporia")

29

[Expand/Collapse Aporia](#)

Overall Satisfaction Score

29

Top Industries of Reviewers:

Computer Software

46%

Computer & Network Security

31%

Information Technology and Services

15%

Consumer Goods

8%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

9.4

Meets Requirements

Average: 8.9

9.2

Ease of Doing Business With

Average: 5.4

0.0

Ease of Setup

Average: 8.4

8.7

Quality of Support

Average: 8.8

8.8

Ease of Admin

Average: 5.2

0.0

[Expand/Collapse h2OGPT](#)

#17

[![h2OGPT](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_72621b333ba4cacc7b5bba0ef14638b1/h2ogpt.jpeg)](/products/h2ogpt/reviews)

[h2OGPT](/products/h2ogpt/reviews "h2OGPT")

3

[Expand/Collapse h2OGPT](#)

Overall Satisfaction Score

3

Top Industries of Reviewers:

Consulting

40%

Food & Beverages

20%

Human Resources

20%

Computer Software

20%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

6.6

Meets Requirements

Average: 8.9

6.4

Ease of Doing Business With

Average: 5.4

0.0

Ease of Setup

Average: 8.4

0.0

Quality of Support

Average: 8.8

8.4

Ease of Admin

Average: 5.2

0.0