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The Top 20 MLOps Platforms

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The Top 20 MLOps Platforms
G2 Satisfaction Score
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Overall Satisfaction Score
94
Top Industries of Reviewers:
Computer Software
44%
Information Technology and Services
34%
Financial Services
12%
Retail
10%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
8.5
Meets Requirements
Average: 9.2
8.8
Ease of Doing Business With
Average: 7.9
8.4
Ease of Setup
Average: 9.1
8.6
Quality of Support
Average: 9.2
8.4
Ease of Admin
Average: 7.2
8.0
Overall Satisfaction Score
93
Top Industries of Reviewers:
Information Technology and Services
39%
Computer Software
26%
Financial Services
21%
Hospital & Health Care
13%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.3
Meets Requirements
Average: 9.2
9.3
Ease of Doing Business With
Average: 7.9
9.6
Ease of Setup
Average: 9.1
9.1
Quality of Support
Average: 9.2
9.3
Ease of Admin
Average: 7.2
9.0
Overall Satisfaction Score
84
Top Industries of Reviewers:
Telecommunications
36%
Banking
21%
Computer Software
21%
Consulting
21%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.6
Meets Requirements
Average: 9.2
9.9
Ease of Doing Business With
Average: 7.9
10.0
Ease of Setup
Average: 9.1
9.6
Quality of Support
Average: 9.2
9.8
Ease of Admin
Average: 7.2
9.7
Overall Satisfaction Score
77
Top Industries of Reviewers:
Computer Software
36%
Information Technology and Services
31%
Financial Services
21%
Hospital & Health Care
12%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.3
Meets Requirements
Average: 9.2
9.7
Ease of Doing Business With
Average: 7.9
9.7
Ease of Setup
Average: 9.1
9.6
Quality of Support
Average: 9.2
9.4
Ease of Admin
Average: 7.2
9.4
Overall Satisfaction Score
73
Top Industries of Reviewers:
Information Technology and Services
54%
Computer Software
21%
Education Management
13%
Biotechnology
13%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.1
Meets Requirements
Average: 9.2
9.5
Ease of Doing Business With
Average: 7.9
9.0
Ease of Setup
Average: 9.1
9.8
Quality of Support
Average: 9.2
9.0
Ease of Admin
Average: 7.2
9.0
Overall Satisfaction Score
71
Top Industries of Reviewers:
Computer Software
45%
Information Technology and Services
21%
Computer Games
18%
Entertainment
15%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
8.9
Meets Requirements
Average: 9.2
8.9
Ease of Doing Business With
Average: 7.9
9.7
Ease of Setup
Average: 9.1
9.2
Quality of Support
Average: 9.2
9.4
Ease of Admin
Average: 7.2
9.2
Overall Satisfaction Score
71
Top Industries of Reviewers:
Insurance
38%
Information Technology and Services
31%
Education Management
19%
Electrical/Electronic Manufacturing
13%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.2
Meets Requirements
Average: 9.2
9.6
Ease of Doing Business With
Average: 7.9
10.0
Ease of Setup
Average: 9.1
9.4
Quality of Support
Average: 9.2
9.4
Ease of Admin
Average: 7.2
8.7
Overall Satisfaction Score
71
Top Industries of Reviewers:
Computer Software
41%
Higher Education
20%
Research
20%
Information Technology and Services
19%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.3
Meets Requirements
Average: 9.2
9.4
Ease of Doing Business With
Average: 7.9
8.8
Ease of Setup
Average: 9.1
9.5
Quality of Support
Average: 9.2
9.4
Ease of Admin
Average: 7.2
9.2
Overall Satisfaction Score
70
Top Industries of Reviewers:
Computer Software
60%
Medical Devices
20%
Food & Beverages
12%
Hospital & Health Care
8%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.5
Meets Requirements
Average: 9.2
9.5
Ease of Doing Business With
Average: 7.9
10.0
Ease of Setup
Average: 9.1
8.5
Quality of Support
Average: 9.2
10.0
Ease of Admin
Average: 7.2
9.5
Overall Satisfaction Score
69
Top Industries of Reviewers:
Computer Software
50%
Biotechnology
17%
Insurance
17%
Research
17%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.1
Meets Requirements
Average: 9.2
8.3
Ease of Doing Business With
Average: 7.9
8.8
Ease of Setup
Average: 9.1
9.1
Quality of Support
Average: 9.2
9.6
Ease of Admin
Average: 7.2
9.4
Overall Satisfaction Score
68
Top Industries of Reviewers:
Information Technology and Services
30%
Banking
30%
Financial Services
27%
Education Management
13%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
8.6
Meets Requirements
Average: 9.2
8.9
Ease of Doing Business With
Average: 7.9
8.9
Ease of Setup
Average: 9.1
8.1
Quality of Support
Average: 9.2
8.4
Ease of Admin
Average: 7.2
8.1
Overall Satisfaction Score
67
Top Industries of Reviewers:
Construction
33%
Logistics and Supply Chain
22%
Oil & Energy
22%
Manufacturing
22%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.4
Meets Requirements
Average: 9.2
9.3
Ease of Doing Business With
Average: 7.9
0.0
Ease of Setup
Average: 9.1
9.7
Quality of Support
Average: 9.2
9.6
Ease of Admin
Average: 7.2
0.0
Overall Satisfaction Score
66
Top Industries of Reviewers:
Computer Software
50%
Information Technology and Services
30%
Automotive
10%
Apparel & Fashion
10%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.5
Meets Requirements
Average: 9.2
8.9
Ease of Doing Business With
Average: 7.9
9.1
Ease of Setup
Average: 9.1
9.3
Quality of Support
Average: 9.2
8.9
Ease of Admin
Average: 7.2
9.2
Overall Satisfaction Score
66
Top Industries of Reviewers:
Consulting
33%
Oil & Energy
25%
Financial Services
25%
Information Technology and Services
17%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.2
Meets Requirements
Average: 9.2
9.2
Ease of Doing Business With
Average: 7.9
9.2
Ease of Setup
Average: 9.1
8.0
Quality of Support
Average: 9.2
8.9
Ease of Admin
Average: 7.2
8.5
Overall Satisfaction Score
65
Top Industries of Reviewers:
Computer Software
48%
Information Technology and Services
21%
Computer & Network Security
21%
Accounting
10%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
8.8
Meets Requirements
Average: 9.2
9.5
Ease of Doing Business With
Average: 7.9
9.8
Ease of Setup
Average: 9.1
9.1
Quality of Support
Average: 9.2
9.2
Ease of Admin
Average: 7.2
9.5
Overall Satisfaction Score
65
Top Industries of Reviewers:
Information Technology and Services
41%
Computer Software
33%
Financial Services
18%
Banking
8%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
8.5
Meets Requirements
Average: 9.2
9.3
Ease of Doing Business With
Average: 7.9
9.4
Ease of Setup
Average: 9.1
8.1
Quality of Support
Average: 9.2
9.0
Ease of Admin
Average: 7.2
9.0
Overall Satisfaction Score
62
Top Industries of Reviewers:
Automotive
38%
Computer Software
38%
Information Technology and Services
15%
Computer & Network Security
8%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.8
Meets Requirements
Average: 9.2
9.0
Ease of Doing Business With
Average: 7.9
9.7
Ease of Setup
Average: 9.1
9.1
Quality of Support
Average: 9.2
9.1
Ease of Admin
Average: 7.2
0.0
Overall Satisfaction Score
60
Top Industries of Reviewers:
Computer Software
35%
Research
29%
Higher Education
24%
Electrical/Electronic Manufacturing
12%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.6
Meets Requirements
Average: 9.2
9.4
Ease of Doing Business With
Average: 7.9
0.0
Ease of Setup
Average: 9.1
9.1
Quality of Support
Average: 9.2
9.3
Ease of Admin
Average: 7.2
0.0
Overall Satisfaction Score
60
Top Industries of Reviewers:
Research
42%
Computer Software
39%
Biotechnology
13%
Computer Hardware
6%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.1
Meets Requirements
Average: 9.2
9.2
Ease of Doing Business With
Average: 7.9
0.0
Ease of Setup
Average: 9.1
9.0
Quality of Support
Average: 9.2
9.2
Ease of Admin
Average: 7.2
0.0
Overall Satisfaction Score
57
Top Industries of Reviewers:
Information Technology and Services
38%
Computer Software
31%
Higher Education
15%
Financial Services
15%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
8.9
Meets Requirements
Average: 9.2
9.3
Ease of Doing Business With
Average: 7.9
8.3
Ease of Setup
Average: 9.1
9.3
Quality of Support
Average: 9.2
8.7
Ease of Admin
Average: 7.2
8.8