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The Top 18 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

scikit-learn

8.5

Overall Usability Score

8.5

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.6

Ease of Use

Average: 8.6

9.8

Meets Requirements

Average: 9.0

9.8

Customer Segment Breakdown

Small Business

29%

Mid Market

31%

Enterprise

41%

Crab

8.4

Overall Usability Score

8.4

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.2

Ease of Use

Average: 8.6

8.7

Meets Requirements

Average: 9.0

10.0

Customer Segment Breakdown

Small Business

50%

Mid Market

40%

Enterprise

10%

Google Cloud TPU

8.3

Overall Usability Score

8.3

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.7

Ease of Use

Average: 8.6

9.8

Meets Requirements

Average: 9.0

9.7

Customer Segment Breakdown

Small Business

28%

Mid Market

39%

Enterprise

33%

Vertex AI

8.0

Overall Usability Score

8.0

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.4

Ease of Use

Average: 8.6

8.3

Meets Requirements

Average: 9.0

8.5

Customer Segment Breakdown

Small Business

39%

Mid Market

25%

Enterprise

36%

Amazon Personalize

8.0

Overall Usability Score

8.0

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.3

Ease of Use

Average: 8.6

9.3

Meets Requirements

Average: 9.0

9.4

Customer Segment Breakdown

Small Business

36%

Mid Market

50%

Enterprise

14%

IBM watsonx.ai

7.9

Overall Usability Score

7.9

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.0

Ease of Use

Average: 8.6

9.1

Meets Requirements

Average: 9.0

8.8

Customer Segment Breakdown

Small Business

35%

Mid Market

35%

Enterprise

30%

XGBoost

7.8

Overall Usability Score

7.8

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.3

Ease of Use

Average: 8.6

8.9

Meets Requirements

Average: 9.0

9.2

Customer Segment Breakdown

Small Business

46%

Mid Market

23%

Enterprise

31%

Amazon Forecast

7.7

Overall Usability Score

7.7

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.7

Ease of Use

Average: 8.6

8.7

Meets Requirements

Average: 9.0

9.3

Customer Segment Breakdown

Small Business

53%

Mid Market

31%

Enterprise

16%

GoLearn

7.7

Overall Usability Score

7.7

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.2

Ease of Use

Average: 8.6

8.2

Meets Requirements

Average: 9.0

8.8

Customer Segment Breakdown

Small Business

25%

Mid Market

42%

Enterprise

33%

#10

Personalizer

7.6

Overall Usability Score

7.6

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.1

Ease of Use

Average: 8.6

9.0

Meets Requirements

Average: 9.0

9.5

Customer Segment Breakdown

Small Business

43%

Mid Market

19%

Enterprise

38%

#11

machine-learning in Python

7.6

Overall Usability Score

7.6

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.5

Ease of Use

Average: 8.6

9.1

Meets Requirements

Average: 9.0

8.3

Customer Segment Breakdown

Small Business

32%

Mid Market

26%

Enterprise

41%

#12

Torch

7.5

Overall Usability Score

7.5

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.3

Ease of Use

Average: 8.6

8.9

Meets Requirements

Average: 9.0

8.9

Customer Segment Breakdown

Small Business

40%

Mid Market

20%

Enterprise

40%

#13

SAS Viya

7.4

Overall Usability Score

7.4

Usability Score Breakdown

Ease of Admin

Average: 8.3

6.6

Ease of Use

Average: 8.6

8.2

Meets Requirements

Average: 9.0

8.3

Customer Segment Breakdown

Small Business

32%

Mid Market

34%

Enterprise

35%

#14

Weka

7.4

Overall Usability Score

7.4

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.0

Ease of Use

Average: 8.6

8.2

Meets Requirements

Average: 9.0

8.9

Customer Segment Breakdown

Mid Market

23%

Enterprise

77%

#15

python-recsys

7.3

Overall Usability Score

7.3

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.2

Ease of Use

Average: 8.6

8.3

Meets Requirements

Average: 9.0

8.5

Customer Segment Breakdown

Small Business

29%

Mid Market

29%

Enterprise

43%

#16

MLlib

7.1

Overall Usability Score

7.1

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.9

Ease of Use

Average: 8.6

8.8

Meets Requirements

Average: 9.0

8.5

Customer Segment Breakdown

Small Business

21%

Mid Market

50%

Enterprise

29%

#17

Mahout

6.6

Overall Usability Score

6.6

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.6

Ease of Use

Average: 8.6

7.1

Meets Requirements

Average: 9.0

8.3

Customer Segment Breakdown

Small Business

31%

Mid Market

38%

Enterprise

31%

#18

Charmed Kubeflow

6.6

Overall Usability Score

6.6

Usability Score Breakdown

Ease of Admin

Average: 8.3

6.7

Ease of Use

Average: 8.6

6.9

Meets Requirements

Average: 9.0

8.4

Customer Segment Breakdown

Small Business

45%

Mid Market

15%

Enterprise

40%