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Compare Amazon Kinesis Data Streams and Spark Streaming 
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At a Glance
Market Segments
Mid-Market (37.5% of reviews)
Mid-Market (40.5% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Amazon Kinesis Data Streams
Star Rating
(89)4.3 out of 5
Market Segments
Mid-Market (37.5% of reviews)
Entry-Level Pricing
No pricing available
Learn more about Amazon Kinesis Data StreamsSpark Streaming
Star Rating
(40)4.2 out of 5
Market Segments
Mid-Market (40.5% of reviews)
Entry-Level Pricing
No pricing available
Learn more about Spark StreamingSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Amazon Kinesis Data Streams excels in real-time processing with a score of 9.4, while Spark Streaming follows closely with a score of 9.0. Reviewers mention that Kinesis's ability to handle high-throughput data streams makes it a preferred choice for applications requiring immediate data insights.
- Reviewers mention that Kinesis Data Streams offers superior ease of setup with a score of 8.6 compared to Spark Streaming's 7.6. Users on G2 appreciate Kinesis's straightforward configuration process, which allows for quicker deployment of streaming applications.
- Users say that Spark Streaming shines in data transformation capabilities, scoring 8.9, while Kinesis Data Streams scores slightly higher at 9.2. Reviewers highlight Kinesis's robust data transformation features that facilitate complex data manipulations seamlessly.
- G2 users report that both platforms have comparable quality of support, each scoring 8.7. However, users mention that Kinesis Data Streams has a slight edge in responsiveness, which is crucial for businesses relying on timely assistance.
- Reviewers mention that Spark Streaming offers better mobile user support with a score of 7.4 compared to Kinesis's 5.7. Users appreciate Spark's mobile-friendly features, which enhance accessibility for on-the-go data monitoring.
- Users on G2 report that Kinesis Data Streams has a broader range of partner applications, scoring 9.0, while Spark Streaming scores 8.8. Reviewers highlight Kinesis's extensive integration options with various AWS services, making it a versatile choice for users already within the AWS ecosystem.
Pricing
Entry-Level Pricing
Amazon Kinesis Data Streams
No pricing availableSpark Streaming
No pricing availableFree Trial
Amazon Kinesis Data Streams
No trial information availableSpark Streaming
No trial information availableRatings
Meets Requirements
9.1
52
9.0
29
Ease of Use
8.3
52
8.2
29
Ease of Setup
8.6
19
7.6
9
Ease of Admin
8.4
18
8.0
9
Quality of Support
8.7
47
8.7
26
Has the product been a good partner in doing business?
8.6
18
8.5
9
Product Direction (% positive)
8.1
43
9.3
32
Features by Category
Data
9.1
18
9.2
28
9.1
17
9.0
27
8.7
18
8.8
27
9.4
18
9.0
28
Analytics
8.9
12
8.8
28
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
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Categories
Categories
Shared Categories
Amazon Kinesis Data Streams and Spark Streaming are categorized as Event Stream Processing
Unique Categories
Amazon Kinesis Data Streams is categorized as Stream Analytics
Spark Streaming has no unique categories
Reviews
Reviewers' Company Size
Amazon Kinesis Data Streams
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Spark Streaming
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
Information Technology and Services
15.0%
Computer Software
15.0%
Financial Services
12.5%
Consumer Services
5.0%
Banking
5.0%
Other
47.5%
Information Technology and Services
21.6%
Computer Software
18.9%
Telecommunications
8.1%
Financial Services
8.1%
Education Management
8.1%
Other
35.1%
Alternatives
Discussions
Amazon Kinesis Data Streams has no discussions with answers
Spark Streaming has no discussions with answers
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