The Top 15 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 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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Vertex AI

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Software

50%

Information Technology and Services

36%

Accounting

Higher Education

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: 5.5

8.0

Ease of Setup

Average: 8.1

8.5

Quality of Support

Average: 8.9

8.7

Ease of Admin

Average: 5.3

7.6

IBM watsonx.ai

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

33%

Consulting

26%

Financial Services

22%

Banking

19%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

8.5

Meets Requirements

Average: 8.9

8.4

Ease of Doing Business With

Average: 5.5

9.8

Ease of Setup

Average: 8.1

7.8

Quality of Support

Average: 8.9

8.2

Ease of Admin

Average: 5.3

9.6

SuperAnnotate

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Software

47%

Information Technology and Services

42%

Financial Services

Computer & Network Security

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

9.6

Meets Requirements

Average: 8.9

9.8

Ease of Doing Business With

Average: 5.5

9.5

Ease of Setup

Average: 8.1

9.9

Quality of Support

Average: 8.9

9.3

Ease of Admin

Average: 5.3

9.5

Kong Gateway

Overall Satisfaction Score

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

9.2

Meets Requirements

Average: 8.9

8.9

Ease of Doing Business With

Average: 5.5

9.5

Ease of Setup

Average: 8.1

9.0

Quality of Support

Average: 8.9

9.2

Ease of Admin

Average: 5.3

9.4

Future AGI

Overall Satisfaction Score

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: 5.5

0.0

Ease of Setup

Average: 8.1

9.7

Quality of Support

Average: 8.9

9.7

Ease of Admin

Average: 5.3

0.0

Langchain

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Software

54%

Information Technology and Services

31%

Biotechnology

Electrical/Electronic Manufacturing

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

9.6

Meets Requirements

Average: 8.9

9.7

Ease of Doing Business With

Average: 5.5

0.0

Ease of Setup

Average: 8.1

9.5

Quality of Support

Average: 8.9

9.4

Ease of Admin

Average: 5.3

0.0

Dataiku

Overall Satisfaction Score

Top Industries of Reviewers:

Consulting

40%

Information Technology and Services

20%

Computer & Network Security

20%

Computer Software

20%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

8.7

Meets Requirements

Average: 8.9

9.0

Ease of Doing Business With

Average: 5.5

9.2

Ease of Setup

Average: 8.1

8.4

Quality of Support

Average: 8.9

9.1

Ease of Admin

Average: 5.3

8.9

Botpress

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

38%

Retail

25%

Computer Software

25%

Civic & Social Organization

13%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

9.1

Meets Requirements

Average: 8.9

8.9

Ease of Doing Business With

Average: 5.5

9.5

Ease of Setup

Average: 8.1

9.3

Quality of Support

Average: 8.9

8.0

Ease of Admin

Average: 5.3

8.8

IBM watsonx Orchestrate

Overall Satisfaction Score

Top Industries of Reviewers:

Information Technology and Services

50%

Computer Software

22%

Financial Services

17%

Banking

11%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

8.4

Meets Requirements

Average: 8.9

8.6

Ease of Doing Business With

Average: 5.5

8.9

Ease of Setup

Average: 8.1

8.3

Quality of Support

Average: 8.9

9.0

Ease of Admin

Average: 5.3

7.8

#10

Carbon

Overall Satisfaction Score

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

9.5

Ease of Doing Business With

Average: 5.5

0.0

Ease of Setup

Average: 8.1

9.0

Quality of Support

Average: 8.9

9.0

Ease of Admin

Average: 5.3

0.0

#11

Aporia

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Software

46%

Computer & Network Security

31%

Information Technology and Services

15%

Consumer Goods

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

9.5

Meets Requirements

Average: 8.9

9.2

Ease of Doing Business With

Average: 5.5

0.0

Ease of Setup

Average: 8.1

8.8

Quality of Support

Average: 8.9

9.0

Ease of Admin

Average: 5.3

0.0

#12

LaunchDarkly

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Software

36%

Construction

27%

Information Technology and Services

27%

Entertainment

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

8.7

Meets Requirements

Average: 8.9

9.0

Ease of Doing Business With

Average: 5.5

8.4

Ease of Setup

Average: 8.1

8.3

Quality of Support

Average: 8.9

8.3

Ease of Admin

Average: 5.3

8.3

#13

TrueFoundry

Overall Satisfaction Score

Top Industries of Reviewers:

Computer Games

42%

Information Technology and Services

25%

Entertainment

17%

Pharmaceuticals

17%

Ratings from Reviews (out of 10):

Ease of Use

Average: 8.9

9.3

Meets Requirements

Average: 8.9

8.5

Ease of Doing Business With

Average: 5.5

0.0

Ease of Setup

Average: 8.1

9.2

Quality of Support

Average: 8.9

9.7

Ease of Admin

Average: 5.3

0.0

#14

AutoGPT

Overall Satisfaction Score

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

8.2

Meets Requirements

Average: 8.9

8.9

Ease of Doing Business With

Average: 5.5

9.3

Ease of Setup

Average: 8.1

6.5

Quality of Support

Average: 8.9

8.3

Ease of Admin

Average: 5.3

9.3

#15

h2OGPT

Overall Satisfaction Score

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

7.4

Meets Requirements

Average: 8.9

7.0

Ease of Doing Business With

Average: 5.5

0.0

Ease of Setup

Average: 8.1

0.0

Quality of Support

Average: 8.9

8.1

Ease of Admin

Average: 5.3

0.0