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Compare Azure Data Lake Analytics and Azure Databricks 
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At a Glance
Market Segments
Enterprise (44.4% of reviews)
Enterprise (49.5% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Azure Data Lake Analytics
Star Rating
(37)4.2 out of 5
Market Segments
Enterprise (44.4% of reviews)
Entry-Level Pricing
No pricing available
Learn more about Azure Data Lake AnalyticsAzure Databricks
Star Rating
(227)4.5 out of 5
Market Segments
Enterprise (49.5% of reviews)
Entry-Level Pricing
No pricing available
Learn more about Azure DatabricksSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Azure Databricks excels in real-time analytics with a score of 8.8, while Azure Data Lake Analytics has a lower score of 8.1, indicating that Databricks may be better suited for applications requiring immediate data insights.
- Reviewers mention that Azure Databricks offers superior data querying capabilities, scoring 9.3 compared to Azure Data Lake Analytics' 8.8, which suggests that users may find Databricks more efficient for complex data queries.
- G2 users highlight that Azure Databricks provides a more robust Spark integration with a score of 9.0, while Azure Data Lake Analytics scores slightly lower at 8.6, making Databricks a better choice for users heavily invested in Spark-based workflows.
- Users on G2 report that Azure Databricks shines in multi-source analysis with a score of 9.0, compared to Azure Data Lake Analytics' 7.9, indicating that Databricks may be more effective for users needing to analyze data from various sources.
- Reviewers mention that Azure Databricks offers a more user-friendly experience with an ease of use score of 8.6, slightly higher than Azure Data Lake Analytics' score of 8.4, suggesting that Databricks may be easier for new users to adopt.
- Users say that Azure Databricks provides better support for notebooks, scoring 9.3, while Azure Data Lake Analytics scores 8.2, indicating that Databricks may be more appealing for users who rely on interactive notebooks for data analysis.
Pricing
Entry-Level Pricing
Azure Data Lake Analytics
No pricing availableAzure Databricks
No pricing availableFree Trial
Azure Data Lake Analytics
No trial information availableAzure Databricks
No trial information availableRatings
Meets Requirements
8.6
23
8.8
160
Ease of Use
8.4
23
8.7
161
Ease of Setup
8.3
11
8.6
75
Ease of Admin
8.3
11
8.5
61
Quality of Support
8.5
23
8.5
147
Has the product been a good partner in doing business?
8.6
11
8.8
60
Product Direction (% positive)
9.0
24
9.5
152
Features by Category
Data Transformation
8.1
17
|
Verified
8.8
130
|
Verified
8.8
16
|
Verified
9.3
83
|
Verified
Connectivity
8.4
18
|
Verified
8.4
120
|
Verified
8.6
17
|
Verified
9.0
133
|
Verified
7.9
19
|
Verified
9.0
129
|
Verified
9.0
20
|
Verified
9.1
132
|
Verified
Operations
8.5
19
|
Verified
8.3
127
|
Verified
8.5
17
|
Verified
8.6
127
|
Verified
8.1
18
|
Verified
8.5
117
|
Verified
8.9
16
|
Verified
8.5
111
|
Verified
8.2
15
|
Verified
9.3
77
|
Verified
Building Reports
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Platform
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
Azure Data Lake Analytics and Azure Databricks are categorized as Big Data Analytics
Unique Categories
Azure Data Lake Analytics has no unique categories
Azure Databricks has no unique categories
Reviews
Reviewers' Company Size
Azure Data Lake Analytics
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Azure Databricks
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Computer Software
14.8%
Consumer Goods
11.1%
Telecommunications
7.4%
Internet
7.4%
Information Technology and Services
7.4%
Other
51.9%
Information Technology and Services
23.0%
Computer Software
12.0%
Retail
5.0%
Financial Services
4.5%
Hospital & Health Care
4.0%
Other
51.5%
Alternatives
Discussions
Azure Data Lake Analytics has no discussions with answers
Is Azure Databricks PaaS or SAAS?
2 Comments
PG
Its PaaS tool as it offers developers to build their ETL pipelines for large datasets using multi cluster environment of sparkRead more
What is the best way to databricks in ADF
1 Comment
AS
Firstly, you need to create a Linked Service for ADF to connect to your Databricks Cluster. You can connect to as many clusters as you want.
Then create a...Read more
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