The Top 18 Easiest To Use Big Data Analytics Software

See the top Big Data Analytics 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

Snowflake

9.1

Overall Usability Score

9.1

Usability Score Breakdown

Ease of Admin

Average: 8.4

9.2

Ease of Use

Average: 8.7

9.4

Meets Requirements

Average: 9.0

9.6

Customer Segment Breakdown

Small Business

13%

Mid Market

45%

Enterprise

42%

Databricks

8.9

Overall Usability Score

8.9

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.8

Ease of Use

Average: 8.7

9.1

Meets Requirements

Average: 9.0

9.1

Customer Segment Breakdown

Small Business

16%

Mid Market

40%

Enterprise

44%

dbt

8.7

Overall Usability Score

8.7

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.9

Ease of Use

Average: 8.7

9.3

Meets Requirements

Average: 9.0

9.3

Customer Segment Breakdown

Small Business

28%

Mid Market

56%

Enterprise

16%

ILUM

8.7

Overall Usability Score

8.7

Usability Score Breakdown

Ease of Admin

Average: 8.4

9.1

Ease of Use

Average: 8.7

9.3

Meets Requirements

Average: 9.0

9.8

Customer Segment Breakdown

Small Business

13%

Mid Market

35%

Enterprise

52%

Google Cloud BigQuery

8.6

Overall Usability Score

8.6

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.5

Ease of Use

Average: 8.7

8.8

Meets Requirements

Average: 9.0

8.9

Customer Segment Breakdown

Small Business

28%

Mid Market

35%

Enterprise

38%

Starburst

8.3

Overall Usability Score

8.3

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.9

Ease of Use

Average: 8.7

9.2

Meets Requirements

Average: 9.0

8.7

Customer Segment Breakdown

Small Business

29%

Mid Market

23%

Enterprise

48%

Azure Synapse Analytics

8.2

Overall Usability Score

8.2

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.4

Ease of Use

Average: 8.7

9.0

Meets Requirements

Average: 9.0

9.5

Customer Segment Breakdown

Small Business

24%

Mid Market

43%

Enterprise

32%

Dataiku

8.2

Overall Usability Score

8.2

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.7

Ease of Use

Average: 8.7

8.8

Meets Requirements

Average: 9.0

9.0

Customer Segment Breakdown

Small Business

18%

Mid Market

22%

Enterprise

61%

IBM watsonx.data

8.1

Overall Usability Score

8.1

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.5

Ease of Use

Average: 8.7

8.3

Meets Requirements

Average: 9.0

8.7

Customer Segment Breakdown

Small Business

36%

Mid Market

29%

Enterprise

34%

#10

Omniscope Evo

8.1

Overall Usability Score

8.1

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.8

Ease of Use

Average: 8.7

9.1

Meets Requirements

Average: 9.0

9.0

Customer Segment Breakdown

Small Business

65%

Mid Market

17%

Enterprise

17%

#11

Azure Databricks

7.9

Overall Usability Score

7.9

Usability Score Breakdown

Ease of Admin

Average: 8.4

7.7

Ease of Use

Average: 8.7

8.7

Meets Requirements

Average: 9.0

9.1

Customer Segment Breakdown

Small Business

25%

Mid Market

27%

Enterprise

48%

#12

Teradata Vantage

7.8

Overall Usability Score

7.8

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.2

Ease of Use

Average: 8.7

8.3

Meets Requirements

Average: 9.0

9.1

Customer Segment Breakdown

Small Business

11%

Mid Market

21%

Enterprise

68%

#13

Splunk Enterprise

7.8

Overall Usability Score

7.8

Usability Score Breakdown

Ease of Admin

Average: 8.4

9.2

Ease of Use

Average: 8.7

8.9

Meets Requirements

Average: 9.0

9.7

Customer Segment Breakdown

Small Business

Mid Market

27%

Enterprise

64%

#14

Alteryx

7.8

Overall Usability Score

7.8

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.6

Ease of Use

Average: 8.7

8.5

Meets Requirements

Average: 9.0

8.6

Customer Segment Breakdown

Small Business

16%

Mid Market

22%

Enterprise

62%

#15

Confluent

7.4

Overall Usability Score

7.4

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.2

Ease of Use

Average: 8.7

8.1

Meets Requirements

Average: 9.0

8.7

Customer Segment Breakdown

Small Business

34%

Mid Market

30%

Enterprise

36%

#16

Dremio

7.3

Overall Usability Score

7.3

Usability Score Breakdown

Ease of Admin

Average: 8.4

7.0

Ease of Use

Average: 8.7

9.4

Meets Requirements

Average: 9.0

8.9

Customer Segment Breakdown

Small Business

10%

Mid Market

40%

Enterprise

50%

#17

Qubole

7.3

Overall Usability Score

7.3

Usability Score Breakdown

Ease of Admin

Average: 8.4

7.7

Ease of Use

Average: 8.7

7.9

Meets Requirements

Average: 9.0

8.4

Customer Segment Breakdown

Small Business

Mid Market

44%

Enterprise

51%

#18

Cloudera Data Platform

7.1

Overall Usability Score

7.1

Usability Score Breakdown

Ease of Admin

Average: 8.4

7.4

Ease of Use

Average: 8.7

7.5

Meets Requirements

Average: 9.0

8.3

Customer Segment Breakdown

Small Business

33%

Mid Market

25%

Enterprise

42%