# 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](https://sell.g2.com/g2-scoring-methodologies)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.

[![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=See+the+top+Big+Data+Analytics+Software+products+based+on+usability+ratings.+Compare+products+according+to+their+usability+scores+to+streamline+the+buying+process+and+quickly+identify+the+best+products+based+on+real+user+experiences&title=Easiest+To+Use+Big+Data+Analytics+Software+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fbig-data-analytics%3Ftab%3Deasiest_to_use)

[![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Easiest+To+Use+Big+Data+Analytics+Software+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fbig-data-analytics%3Ftab%3Deasiest_to_use&via=G2dotcom)

[![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fbig-data-analytics%3Ftab%3Deasiest_to_use)

[![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Easiest+To+Use+Big+Data+Analytics+Software+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fbig-data-analytics%3Ftab%3Deasiest_to_use%0aSee+the+top+Big+Data+Analytics+Software+products+based+on+usability+ratings.+Compare+products+according+to+their+usability+scores+to+streamline+the+buying+process+and+quickly+identify+the+best+products+based+on+real+user+experiences)

[![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Easiest+To+Use+Big+Data+Analytics+Software+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fbig-data-analytics%3Ftab%3Deasiest_to_use%0aSee+the+top+Big+Data+Analytics+Software+products+based+on+usability+ratings.+Compare+products+according+to+their+usability+scores+to+streamline+the+buying+process+and+quickly+identify+the+best+products+based+on+real+user+experiences)

 ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link")

The Top 18 Easiest To Use Big Data Analytics Software

[![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=See+the+top+Big+Data+Analytics+Software+products+based+on+usability+ratings.+Compare+products+according+to+their+usability+scores+to+streamline+the+buying+process+and+quickly+identify+the+best+products+based+on+real+user+experiences&title=Easiest+To+Use+Big+Data+Analytics+Software+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fbig-data-analytics%3Ftab%3Deasiest_to_use)

[![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Easiest+To+Use+Big+Data+Analytics+Software+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fbig-data-analytics%3Ftab%3Deasiest_to_use&via=G2dotcom)

[![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fbig-data-analytics%3Ftab%3Deasiest_to_use)

[![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Easiest+To+Use+Big+Data+Analytics+Software+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fbig-data-analytics%3Ftab%3Deasiest_to_use%0aSee+the+top+Big+Data+Analytics+Software+products+based+on+usability+ratings.+Compare+products+according+to+their+usability+scores+to+streamline+the+buying+process+and+quickly+identify+the+best+products+based+on+real+user+experiences)

[![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Easiest+To+Use+Big+Data+Analytics+Software+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fbig-data-analytics%3Ftab%3Deasiest_to_use%0aSee+the+top+Big+Data+Analytics+Software+products+based+on+usability+ratings.+Compare+products+according+to+their+usability+scores+to+streamline+the+buying+process+and+quickly+identify+the+best+products+based+on+real+user+experiences)

 ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link")

[Collapse AllExpand All](#)

Usability Score

Compare

[Expand/Collapse Snowflake](#)

#1

[![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake")](/products/snowflake/reviews)

[Snowflake](/products/snowflake/reviews)

9.0

[Expand/Collapse Snowflake](#)

Overall Usability Score

9.0

Usability Score Breakdown

Ease of Admin

Average: 8.4

9.2

Ease of Use

Average: 8.7

9.4

Meets Requirements

Average: 9.0

9.5

Customer Segment Breakdown

Small Business

13%

Mid Market

45%

Enterprise

42%

[Expand/Collapse Databricks](#)

#2

[![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")](/products/databricks/reviews)

[Databricks](/products/databricks/reviews)

8.8

[Expand/Collapse Databricks](#)

Overall Usability Score

8.8

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.9

Ease of Use

Average: 8.7

8.8

Meets Requirements

Average: 9.0

9.1

Customer Segment Breakdown

Small Business

14%

Mid Market

37%

Enterprise

48%

[Expand/Collapse dbt](#)

#3

[![dbt](https://images.g2crowd.com/uploads/product/hd_favicon/fb5962d21f726bb78733c336e00ac3ef/dbt.svg "dbt")](/products/dbt/reviews)

[dbt](/products/dbt/reviews)

8.8

[Expand/Collapse dbt](#)

Overall Usability Score

8.8

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.9

Ease of Use

Average: 8.7

9.3

Meets Requirements

Average: 9.0

9.4

Customer Segment Breakdown

Small Business

27%

Mid Market

57%

Enterprise

16%

[Expand/Collapse ILUM](#)

#4

[![ILUM](https://images.g2crowd.com/uploads/product/hd_favicon/73e65868d879196ae311e0fda61454de/ilum-ilum.svg "ILUM")](/products/ilum-ilum/reviews)

[ILUM](/products/ilum-ilum/reviews)

8.7

[Expand/Collapse ILUM](#)

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%

[Expand/Collapse Google Cloud BigQuery](#)

#5

[![Google Cloud BigQuery](https://images.g2crowd.com/uploads/product/hd_favicon/875b8a68eca98ce3458f26e9dd34cdf9/google-cloud-bigquery.svg "Google Cloud BigQuery")](/products/google-cloud-bigquery/reviews)

[Google Cloud BigQuery](/products/google-cloud-bigquery/reviews)

8.6

[Expand/Collapse Google Cloud BigQuery](#)

Overall Usability Score

8.6

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.5

Ease of Use

Average: 8.7

8.7

Meets Requirements

Average: 9.0

8.9

Customer Segment Breakdown

Small Business

28%

Mid Market

34%

Enterprise

38%

[Expand/Collapse Alteryx](#)

#6

[![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx")](/products/alteryx/reviews)

[Alteryx](/products/alteryx/reviews)

8.5

[Expand/Collapse Alteryx](#)

Overall Usability Score

8.5

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.8

Ease of Use

Average: 8.7

8.8

Meets Requirements

Average: 9.0

8.8

Customer Segment Breakdown

Small Business

16%

Mid Market

21%

Enterprise

63%

[Expand/Collapse Dataiku](#)

#7

[![Dataiku](https://images.g2crowd.com/uploads/product/hd_favicon/3fe6cc82516a2babaa3dfd8f9dfcc4b3/dataiku.svg "Dataiku")](/products/dataiku/reviews)

[Dataiku](/products/dataiku/reviews)

8.2

[Expand/Collapse Dataiku](#)

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

8.9

Customer Segment Breakdown

Small Business

17%

Mid Market

22%

Enterprise

61%

[Expand/Collapse Azure Synapse Analytics](#)

#8

[![Azure Synapse Analytics](https://images.g2crowd.com/uploads/product/hd_favicon/a8a99a96fda235658139f710592f8a53/azure-synapse-analytics.svg "Azure Synapse Analytics")](/products/azure-synapse-analytics/reviews)

[Azure Synapse Analytics](/products/azure-synapse-analytics/reviews)

8.2

[Expand/Collapse Azure Synapse Analytics](#)

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

9.4

Customer Segment Breakdown

Small Business

24%

Mid Market

43%

Enterprise

32%

[Expand/Collapse Starburst](#)

#9

[![Starburst](https://images.g2crowd.com/uploads/product/hd_favicon/8a61de83f13c495148f2f8166e49d8a1/starburst.svg "Starburst")](/products/starburst/reviews)

[Starburst](/products/starburst/reviews)

8.1

[Expand/Collapse Starburst](#)

Overall Usability Score

8.1

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.6

Ease of Use

Average: 8.7

9.0

Meets Requirements

Average: 9.0

8.6

Customer Segment Breakdown

Small Business

28%

Mid Market

22%

Enterprise

49%

[Expand/Collapse IBM watsonx.data](#)

#10

[![IBM watsonx.data](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_24bb2b0b5af8e7d875ea09d767bcb097/ibm-watsonx-data.jpg "IBM watsonx.data")](/products/ibm-watsonx-data/reviews)

[IBM watsonx.data](/products/ibm-watsonx-data/reviews)

8.1

[Expand/Collapse IBM watsonx.data](#)

Overall Usability Score

8.1

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.4

Ease of Use

Average: 8.7

8.3

Meets Requirements

Average: 9.0

8.8

Customer Segment Breakdown

Small Business

37%

Mid Market

29%

Enterprise

34%

[Expand/Collapse Omniscope Evo](#)

#11

[![Omniscope Evo](https://images.g2crowd.com/uploads/product/hd_favicon/f6b1a9e53f8ddc4f08b31673462e2b84/omniscope-evo.svg "Omniscope Evo")](/products/omniscope-evo/reviews)

[Omniscope Evo](/products/omniscope-evo/reviews)

8.1

[Expand/Collapse Omniscope Evo](#)

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%

[Expand/Collapse Azure Databricks](#)

#12

[![Azure Databricks](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_13aba37ae908d9cf29a2452925257ccc/azure-databricks.jpeg "Azure Databricks")](/products/azure-databricks/reviews)

[Azure Databricks](/products/azure-databricks/reviews)

7.9

[Expand/Collapse Azure Databricks](#)

Overall Usability Score

7.9

Usability Score Breakdown

Ease of Admin

Average: 8.4

7.7

Ease of Use

Average: 8.7

8.8

Meets Requirements

Average: 9.0

9.1

Customer Segment Breakdown

Small Business

25%

Mid Market

27%

Enterprise

47%

[Expand/Collapse Teradata Autonomous Knowledge Platform](#)

#13

[![Teradata Autonomous Knowledge Platform](https://images.g2crowd.com/uploads/product/hd_favicon/18effe7340087cf76270e479644d3e42/teradata-autonomous-knowledge-platform.svg "Teradata Autonomous Knowledge Platform")](/products/teradata-autonomous-knowledge-platform/reviews)

[Teradata Autonomous Knowledge Platform](/products/teradata-autonomous-knowledge-platform/reviews)

7.9

[Expand/Collapse Teradata Autonomous Knowledge Platform](#)

Overall Usability Score

7.9

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.2

Ease of Use

Average: 8.7

8.4

Meets Requirements

Average: 9.0

9.2

Customer Segment Breakdown

Small Business

11%

Mid Market

21%

Enterprise

67%

[Expand/Collapse Splunk Enterprise](#)

#14

[![Splunk Enterprise](https://images.g2crowd.com/uploads/product/hd_favicon/b92838221b8df42dd6b5bb09c9f8ff55/splunk-enterprise.svg "Splunk Enterprise")](/products/splunk-enterprise/reviews)

[Splunk Enterprise](/products/splunk-enterprise/reviews)

7.7

[Expand/Collapse Splunk Enterprise](#)

Overall Usability Score

7.7

Usability Score Breakdown

Ease of Admin

Average: 8.4

9.0

Ease of Use

Average: 8.7

8.9

Meets Requirements

Average: 9.0

9.5

Customer Segment Breakdown

Small Business

8%

Mid Market

27%

Enterprise

64%

[Expand/Collapse Confluent](#)

#15

[![Confluent](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b087379a1153e7d513f37c83481c8ced/confluent.png "Confluent")](/products/confluent/reviews)

[Confluent](/products/confluent/reviews)

7.4

[Expand/Collapse Confluent](#)

Overall Usability Score

7.4

Usability Score Breakdown

Ease of Admin

Average: 8.4

8.2

Ease of Use

Average: 8.7

8.0

Meets Requirements

Average: 9.0

8.7

Customer Segment Breakdown

Small Business

34%

Mid Market

30%

Enterprise

36%

[Expand/Collapse Qubole](#)

#16

[![Qubole](https://images.g2crowd.com/uploads/product/hd_favicon/1542306394/qubole.svg "Qubole")](/products/qubole/reviews)

[Qubole](/products/qubole/reviews)

7.3

[Expand/Collapse Qubole](#)

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

5%

Mid Market

44%

Enterprise

51%

[Expand/Collapse Dremio](#)

#17

[![Dremio](https://images.g2crowd.com/uploads/product/hd_favicon/c182ac68b3200b9132e437ac22ff3d7e/dremio.svg "Dremio")](/products/dremio/reviews)

[Dremio](/products/dremio/reviews)

7.3

[Expand/Collapse Dremio](#)

Overall Usability Score

7.3

Usability Score Breakdown

Ease of Admin

Average: 8.4

7.2

Ease of Use

Average: 8.7

9.4

Meets Requirements

Average: 9.0

9.0

Customer Segment Breakdown

Small Business

10%

Mid Market

40%

Enterprise

50%

[Expand/Collapse Cloudera](#)

#18

[![Cloudera](https://images.g2crowd.com/uploads/product/hd_favicon/dcfb9e6879febb34cef773ddde921835/cloudera.svg "Cloudera")](/products/cloudera/reviews)

[Cloudera](/products/cloudera/reviews)

7.1

[Expand/Collapse Cloudera](#)

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%