The Top 20 Easiest To Use Machine Learning Software

See the top Machine Learning Software products based on usability ratings. A product’s usability score is calculated by a proprietary algorithm that factors in real user satisfaction ratings of how easy the product is to administer, as well as how well the product meets business requirements, among other ratings. Compare products according to their usability scores to streamline the buying process and quickly identify the best products based on real user experiences.

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Usability Score

Compare

Azure OpenAI Service

8.5

Overall Usability Score

8.5

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.1

Ease of Use

Average: 8.7

9.4

Meets Requirements

Average: 8.8

9.3

Customer Segment Breakdown

Small Business

31%

Mid Market

31%

Enterprise

38%

Crab

8.4

Overall Usability Score

8.4

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.2

Ease of Use

Average: 8.7

8.7

Meets Requirements

Average: 8.8

10.0

Customer Segment Breakdown

Small Business

50%

Mid Market

40%

Enterprise

10%

SAS Viya

8.3

Overall Usability Score

8.3

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.0

Ease of Use

Average: 8.7

8.5

Meets Requirements

Average: 8.8

8.7

Customer Segment Breakdown

Small Business

36%

Mid Market

33%

Enterprise

31%

scikit-learn

8.1

Overall Usability Score

8.1

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.4

Ease of Use

Average: 8.7

9.8

Meets Requirements

Average: 8.8

9.0

Customer Segment Breakdown

Small Business

28%

Mid Market

32%

Enterprise

40%

Vertex AI

8.0

Overall Usability Score

8.0

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.2

Ease of Use

Average: 8.7

8.2

Meets Requirements

Average: 8.8

8.6

Customer Segment Breakdown

Small Business

41%

Mid Market

26%

Enterprise

33%

IBM watsonx.ai

8.0

Overall Usability Score

8.0

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.8

Ease of Use

Average: 8.7

9.0

Meets Requirements

Average: 8.8

8.9

Customer Segment Breakdown

Small Business

39%

Mid Market

30%

Enterprise

32%

Google Cloud TPU

7.8

Overall Usability Score

7.8

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.5

Ease of Use

Average: 8.7

9.2

Meets Requirements

Average: 8.8

8.8

Customer Segment Breakdown

Small Business

42%

Mid Market

35%

Enterprise

23%

GoLearn

7.8

Overall Usability Score

7.8

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.4

Ease of Use

Average: 8.7

9.0

Meets Requirements

Average: 8.8

8.3

Customer Segment Breakdown

Small Business

35%

Mid Market

45%

Enterprise

20%

machine-learning in Python

7.8

Overall Usability Score

7.8

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.4

Ease of Use

Average: 8.7

8.9

Meets Requirements

Average: 8.8

8.8

Customer Segment Breakdown

Small Business

40%

Mid Market

28%

Enterprise

32%

#10

Dataiku

7.8

Overall Usability Score

7.8

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.8

Ease of Use

Average: 8.7

8.6

Meets Requirements

Average: 8.8

8.7

Customer Segment Breakdown

Small Business

17%

Mid Market

23%

Enterprise

60%

#11

XGBoost

7.8

Overall Usability Score

7.8

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.3

Ease of Use

Average: 8.7

8.9

Meets Requirements

Average: 8.8

9.2

Customer Segment Breakdown

Small Business

46%

Mid Market

23%

Enterprise

31%

#12

Torch

7.5

Overall Usability Score

7.5

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.3

Ease of Use

Average: 8.7

8.9

Meets Requirements

Average: 8.8

8.9

Customer Segment Breakdown

Small Business

40%

Mid Market

20%

Enterprise

40%

#13

Amazon Personalize

7.4

Overall Usability Score

7.4

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.4

Ease of Use

Average: 8.7

8.4

Meets Requirements

Average: 8.8

9.0

Customer Segment Breakdown

Small Business

38%

Mid Market

52%

Enterprise

10%

#14

Amazon Forecast

7.4

Overall Usability Score

7.4

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.8

Ease of Use

Average: 8.7

8.1

Meets Requirements

Average: 8.8

8.6

Customer Segment Breakdown

Small Business

49%

Mid Market

36%

Enterprise

15%

#15

Weka

7.4

Overall Usability Score

7.4

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.0

Ease of Use

Average: 8.7

8.2

Meets Requirements

Average: 8.8

8.9

Customer Segment Breakdown

Mid Market

23%

Enterprise

77%

#16

Automation Anywhere

7.3

Overall Usability Score

7.3

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.3

Ease of Use

Average: 8.7

8.7

Meets Requirements

Average: 8.8

8.6

Customer Segment Breakdown

Small Business

20%

Mid Market

22%

Enterprise

58%

#17

Personalizer

7.3

Overall Usability Score

7.3

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.9

Ease of Use

Average: 8.7

8.8

Meets Requirements

Average: 8.8

8.5

Customer Segment Breakdown

Small Business

44%

Mid Market

24%

Enterprise

32%

#18

python-recsys

7.3

Overall Usability Score

7.3

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.2

Ease of Use

Average: 8.7

8.3

Meets Requirements

Average: 8.8

8.5

Customer Segment Breakdown

Small Business

29%

Mid Market

29%

Enterprise

43%

#19

MLlib

7.1

Overall Usability Score

7.1

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.9

Ease of Use

Average: 8.7

8.8

Meets Requirements

Average: 8.8

8.5

Customer Segment Breakdown

Small Business

21%

Mid Market

50%

Enterprise

29%

#20

Kubeflow

6.9

Overall Usability Score

6.9

Usability Score Breakdown

Ease of Admin

Average: 8.3

6.7

Ease of Use

Average: 8.7

8.0

Meets Requirements

Average: 8.8

8.4

Customer Segment Breakdown

Small Business

45%

Mid Market

14%

Enterprise

41%