The Top 20 MLOps Platforms

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The Top 20 MLOps Platforms
G2 Satisfaction Score
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Overall Satisfaction Score
98
Top Industries of Reviewers:
Information Technology and Services
42%
Computer Software
28%
Financial Services
18%
Insurance
12%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.3
Meets Requirements
Average: 9.3
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
9.2
Ease of Admin
Average: 7.2
9.3
Overall Satisfaction Score
94
Top Industries of Reviewers:
Computer Software
40%
Research
23%
Higher Education
20%
Manufacturing
17%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.4
Meets Requirements
Average: 9.3
9.2
Ease of Doing Business With
Average: 7.9
8.9
Ease of Setup
Average: 9.1
9.3
Quality of Support
Average: 9.2
8.9
Ease of Admin
Average: 7.2
9.5
Overall Satisfaction Score
86
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: 9.3
8.9
Ease of Doing Business With
Average: 7.9
8.5
Ease of Setup
Average: 9.1
8.7
Quality of Support
Average: 9.2
8.5
Ease of Admin
Average: 7.2
8.1
Overall Satisfaction Score
81
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
9.7
Meets Requirements
Average: 9.3
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
76
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
9.5
Meets Requirements
Average: 9.3
9.8
Ease of Doing Business With
Average: 7.9
9.7
Ease of Setup
Average: 9.1
9.7
Quality of Support
Average: 9.2
9.4
Ease of Admin
Average: 7.2
9.4
Overall Satisfaction Score
76
Top Industries of Reviewers:
Information Technology and Services
52%
Computer Software
24%
Biotechnology
12%
Education Management
12%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.3
Meets Requirements
Average: 9.3
9.6
Ease of Doing Business With
Average: 7.9
9.9
Ease of Setup
Average: 9.1
9.9
Quality of Support
Average: 9.2
9.2
Ease of Admin
Average: 7.2
9.9
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: 9.3
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
67
Top Industries of Reviewers:
Information Technology and Services
30%
Financial Services
30%
Banking
27%
Education Management
13%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
8.7
Meets Requirements
Average: 9.3
9.0
Ease of Doing Business With
Average: 7.9
9.2
Ease of Setup
Average: 9.1
8.2
Quality of Support
Average: 9.2
8.6
Ease of Admin
Average: 7.2
8.4
Overall Satisfaction Score
67
Top Industries of Reviewers:
Information Technology and Services
43%
Insurance
29%
Education Management
14%
Manufacturing
14%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.2
Meets Requirements
Average: 9.3
9.4
Ease of Doing Business With
Average: 7.9
9.0
Ease of Setup
Average: 9.1
9.2
Quality of Support
Average: 9.2
9.1
Ease of Admin
Average: 7.2
8.2
Overall Satisfaction Score
67
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: 9.3
9.4
Ease of Doing Business With
Average: 7.9
8.9
Ease of Setup
Average: 9.1
9.6
Quality of Support
Average: 9.2
9.4
Ease of Admin
Average: 7.2
9.2
Overall Satisfaction Score
65
Top Industries of Reviewers:
Construction
44%
Logistics and Supply Chain
22%
Oil & Energy
22%
Food & Beverages
11%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.5
Meets Requirements
Average: 9.3
9.3
Ease of Doing Business With
Average: 7.9
0.0
Ease of Setup
Average: 9.1
9.8
Quality of Support
Average: 9.2
9.8
Ease of Admin
Average: 7.2
0.0
Overall Satisfaction Score
65
Top Industries of Reviewers:
Computer Software
47%
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: 9.3
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
9.2
Ease of Admin
Average: 7.2
9.2
Overall Satisfaction Score
65
Top Industries of Reviewers:
Information Technology and Services
43%
Computer Software
32%
Financial Services
17%
Banking
8%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
8.7
Meets Requirements
Average: 9.3
9.3
Ease of Doing Business With
Average: 7.9
9.3
Ease of Setup
Average: 9.1
8.3
Quality of Support
Average: 9.2
9.1
Ease of Admin
Average: 7.2
8.9
Overall Satisfaction Score
64
Top Industries of Reviewers:
Computer Software
67%
Biotechnology
17%
Farming
8%
Environmental Services
8%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
10.0
Meets Requirements
Average: 9.3
9.9
Ease of Doing Business With
Average: 7.9
0.0
Ease of Setup
Average: 9.1
10.0
Quality of Support
Average: 9.2
9.9
Ease of Admin
Average: 7.2
0.0
Overall Satisfaction Score
62
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
8.7
Meets Requirements
Average: 9.3
9.6
Ease of Doing Business With
Average: 7.9
9.7
Ease of Setup
Average: 9.1
8.8
Quality of Support
Average: 9.2
8.9
Ease of Admin
Average: 7.2
9.4
Overall Satisfaction Score
62
Top Industries of Reviewers:
Computer Software
50%
Information Technology and Services
33%
Automotive
8%
Apparel & Fashion
8%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.2
Meets Requirements
Average: 9.3
8.8
Ease of Doing Business With
Average: 7.9
9.1
Ease of Setup
Average: 9.1
9.3
Quality of Support
Average: 9.2
8.8
Ease of Admin
Average: 7.2
9.3
Overall Satisfaction Score
61
Top Industries of Reviewers:
Consulting
33%
Information Technology and Services
27%
Financial Services
20%
Oil & Energy
20%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
9.1
Meets Requirements
Average: 9.3
9.0
Ease of Doing Business With
Average: 7.9
8.9
Ease of Setup
Average: 9.1
8.1
Quality of Support
Average: 9.2
8.9
Ease of Admin
Average: 7.2
8.4
Overall Satisfaction Score
60
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: 9.3
8.9
Ease of Doing Business With
Average: 7.9
9.7
Ease of Setup
Average: 9.1
9.1
Quality of Support
Average: 9.2
9.0
Ease of Admin
Average: 7.2
0.0
Overall Satisfaction Score
58
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: 9.3
9.4
Ease of Doing Business With
Average: 7.9
0.0
Ease of Setup
Average: 9.1
9.2
Quality of Support
Average: 9.2
9.3
Ease of Admin
Average: 7.2
0.0
Overall Satisfaction Score
56
Top Industries of Reviewers:
Information Technology and Services
40%
Computer Software
27%
Hospital & Health Care
20%
Higher Education
13%
Ratings from Reviews (out of 10):
Ease of Use
Average: 9.2
8.6
Meets Requirements
Average: 9.3
9.4
Ease of Doing Business With
Average: 7.9
8.2
Ease of Setup
Average: 9.1
9.0
Quality of Support
Average: 9.2
9.0
Ease of Admin
Average: 7.2
8.7