The Top 20 Easiest To Use Big Data Processing And Distribution Systems

See the top Big Data Processing And Distribution Systems 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

Databricks Data Intelligence Platform

8.9

Overall Usability Score

8.9

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.6

Ease of Use

Average: 8.6

9.1

Meets Requirements

Average: 8.7

9.1

Customer Segment Breakdown

Small Business

17%

Mid Market

36%

Enterprise

47%

Google Cloud BigQuery

8.9

Overall Usability Score

8.9

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.8

Ease of Use

Average: 8.6

9.3

Meets Requirements

Average: 8.7

9.3

Customer Segment Breakdown

Small Business

27%

Mid Market

36%

Enterprise

38%

Snowflake

8.8

Overall Usability Score

8.8

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.9

Ease of Use

Average: 8.6

9.4

Meets Requirements

Average: 8.7

9.5

Customer Segment Breakdown

Small Business

13%

Mid Market

43%

Enterprise

45%

ILUM

8.7

Overall Usability Score

8.7

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.2

Ease of Use

Average: 8.6

9.3

Meets Requirements

Average: 8.7

9.8

Customer Segment Breakdown

Small Business

13%

Mid Market

35%

Enterprise

52%

Starburst

8.4

Overall Usability Score

8.4

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.1

Ease of Use

Average: 8.6

9.3

Meets Requirements

Average: 8.7

8.6

Customer Segment Breakdown

Small Business

30%

Mid Market

23%

Enterprise

47%

IBM watsonx.data

8.2

Overall Usability Score

8.2

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.6

Ease of Use

Average: 8.6

8.5

Meets Requirements

Average: 8.7

8.7

Customer Segment Breakdown

Small Business

31%

Mid Market

29%

Enterprise

40%

Teradata Vantage

7.9

Overall Usability Score

7.9

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.3

Ease of Use

Average: 8.6

8.8

Meets Requirements

Average: 8.7

9.4

Customer Segment Breakdown

Small Business

11%

Mid Market

20%

Enterprise

69%

Confluent

7.9

Overall Usability Score

7.9

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.2

Ease of Use

Average: 8.6

8.5

Meets Requirements

Average: 8.7

8.9

Customer Segment Breakdown

Small Business

35%

Mid Market

29%

Enterprise

36%

Microsoft SQL Server

7.8

Overall Usability Score

7.8

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.1

Ease of Use

Average: 8.6

8.7

Meets Requirements

Average: 8.7

9.0

Customer Segment Breakdown

Small Business

19%

Mid Market

36%

Enterprise

45%

#10

Azure Data Lake Store

7.7

Overall Usability Score

7.7

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.4

Ease of Use

Average: 8.6

9.3

Meets Requirements

Average: 8.7

9.0

Customer Segment Breakdown

Small Business

26%

Mid Market

28%

Enterprise

46%

#11

Dremio

7.7

Overall Usability Score

7.7

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.9

Ease of Use

Average: 8.6

9.4

Meets Requirements

Average: 8.7

9.2

Customer Segment Breakdown

Small Business

10%

Mid Market

41%

Enterprise

49%

#12

Amazon EMR

7.6

Overall Usability Score

7.6

Usability Score Breakdown

Ease of Admin

Average: 8.3

9.5

Ease of Use

Average: 8.6

9.0

Meets Requirements

Average: 8.7

7.9

Customer Segment Breakdown

Small Business

22%

Mid Market

19%

Enterprise

59%

#13

OpenText Vertica

7.6

Overall Usability Score

7.6

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.8

Ease of Use

Average: 8.6

8.6

Meets Requirements

Average: 8.7

8.7

Customer Segment Breakdown

Small Business

19%

Mid Market

38%

Enterprise

44%

#14

Aerospike

7.6

Overall Usability Score

7.6

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.1

Ease of Use

Average: 8.6

8.6

Meets Requirements

Average: 8.7

8.1

Customer Segment Breakdown

Small Business

22%

Mid Market

45%

Enterprise

34%

#15

Snowplow

7.5

Overall Usability Score

7.5

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.5

Ease of Use

Average: 8.6

7.9

Meets Requirements

Average: 8.7

9.3

Customer Segment Breakdown

Small Business

32%

Mid Market

52%

Enterprise

16%

#16

Apache Ambari

7.5

Overall Usability Score

7.5

Usability Score Breakdown

Ease of Admin

Average: 8.3

8.7

Ease of Use

Average: 8.6

8.7

Meets Requirements

Average: 8.7

8.1

Customer Segment Breakdown

Small Business

17%

Mid Market

17%

Enterprise

65%

#17

Qubole

7.3

Overall Usability Score

7.3

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.5

Ease of Use

Average: 8.6

8.0

Meets Requirements

Average: 8.7

8.5

Customer Segment Breakdown

Small Business

Mid Market

44%

Enterprise

51%

#18

Cloudera

7.3

Overall Usability Score

7.3

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.0

Ease of Use

Average: 8.6

8.0

Meets Requirements

Average: 8.7

8.2

Customer Segment Breakdown

Small Business

24%

Mid Market

24%

Enterprise

51%

#19

Hadoop HDFS

7.3

Overall Usability Score

7.3

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.1

Ease of Use

Average: 8.6

8.4

Meets Requirements

Average: 8.7

8.1

Customer Segment Breakdown

Small Business

21%

Mid Market

23%

Enterprise

56%

#20

Apache Storm

6.5

Overall Usability Score

6.5

Usability Score Breakdown

Ease of Admin

Average: 8.3

7.2

Ease of Use

Average: 8.6

6.0

Meets Requirements

Average: 8.7

7.7

Customer Segment Breakdown

Small Business

50%

Mid Market

17%

Enterprise

33%