--- title: Amazon Kinesis Data Streams Reviews meta\_title: 'Amazon Kinesis Data Streams Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 90 reviews by the users' company size, role or industry to find out how Amazon Kinesis Data Streams works for a business like yours. aggregate\_rating: rating\_value: 4.3 review\_count: 90 scale: '5' date\_modified: '2026-08-09' parent\_category: name: Cloud Data Integration url: https://www.g2.com/categories/cloud-data-integration ---

### Amazon Kinesis Data Streams Pros and Cons: Top Advantages and Disadvantages

#### Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users value the **real-time data processing** capabilities of Amazon Kinesis Data Streams for its low latency and robustness. [(2 mentions)](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306703&qs=pros-and-cons#reviews)

Users appreciate the **real-time data processing capability** of Amazon Kinesis Data Streams, ensuring efficient handling of large data volumes. [(2 mentions)](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306712&qs=pros-and-cons#reviews)

Users appreciate the **real-time data processing capabilities** of Amazon Kinesis Data Streams, ensuring seamless and reliable performance. [(2 mentions)](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306730&qs=pros-and-cons#reviews)

Users appreciate the **real-time data processing capability** of Amazon Kinesis Data Streams, enabling effective handling of large data volumes. [(2 mentions)](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306695&qs=pros-and-cons#reviews)

Users value the **seamless API integration** of Amazon Kinesis Data Streams with other AWS services for enhanced convenience. [(1 mentions)](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306609&qs=pros-and-cons#reviews)

Users find the **difficult setup** of Amazon Kinesis Data Streams confusing, especially regarding shards and cost management. [(2 mentions)](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306736&qs=pros-and-cons#reviews)

Users find the service **expensive** , particularly when not closely monitoring usage and managing costs effectively. [(2 mentions)](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306700&qs=pros-and-cons#reviews)

Users find the **resource-intensive learning** curve steep, particularly for beginners navigating AWS streaming architectures. [(2 mentions)](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306671&qs=pros-and-cons#reviews)

Users find the **complexity** of Amazon Kinesis Data Streams challenging, particularly for newcomers to streaming and AWS. [(1 mentions)](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306747&qs=pros-and-cons#reviews)

### Top Pros or Advantages of Amazon Kinesis Data Streams

##### 1. Real-time Data

Users value the **real-time data processing** capabilities of Amazon Kinesis Data Streams for its low latency and robustness.
[
See 2 mentions
](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306703&qs=pros-and-cons#reviews)

See Related User Reviews

 ![SURAJ K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SURAJ K.")
SK

SURAJ K.

Small-Business (50 or fewer emp.)

4.0/5

"Amazon Kinesis Data Streams: Reliable Tool for Real-Time Data Streaming"

What do you like about Amazon Kinesis Data Streams?

What I like most about Amazon Kinesis Data Streams is its real-time data processing capability. It can handle large volumes of streaming data without

 ![Satyam J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Satyam J.")
SJ

Satyam J.

Mid-Market (51-1000 emp.)

5.0/5

"Powerful Real-Time Streaming, But Steep Learning Curve and Complex Cost Management"

What do you like about Amazon Kinesis Data Streams?

Amazon Kinesis Data Streams offers extremely robust real-time data streaming capabilities. It scales effortlessly by adding shards to meet throughput

##### 2. Real-Time Processing

Users appreciate the **real-time data processing capability** of Amazon Kinesis Data Streams, ensuring efficient handling of large data volumes.
[
See 2 mentions
](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306712&qs=pros-and-cons#reviews)

See Related User Reviews

 ![SURAJ K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SURAJ K.")
SK

SURAJ K.

Small-Business (50 or fewer emp.)

4.0/5

"Amazon Kinesis Data Streams: Reliable Tool for Real-Time Data Streaming"

What do you like about Amazon Kinesis Data Streams?

What I like most about Amazon Kinesis Data Streams is its real-time data processing capability. It can handle large volumes of streaming data without

 ![Satyam J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Satyam J.")
SJ

Satyam J.

Mid-Market (51-1000 emp.)

5.0/5

"Powerful Real-Time Streaming, But Steep Learning Curve and Complex Cost Management"

What do you like about Amazon Kinesis Data Streams?

Amazon Kinesis Data Streams offers extremely robust real-time data streaming capabilities. It scales effortlessly by adding shards to meet throughput

##### 3. Real-time Streaming

Users appreciate the **real-time data processing capabilities** of Amazon Kinesis Data Streams, ensuring seamless and reliable performance.
[
See 2 mentions
](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306730&qs=pros-and-cons#reviews)

See Related User Reviews

 ![SURAJ K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SURAJ K.")
SK

SURAJ K.

Small-Business (50 or fewer emp.)

4.0/5

"Amazon Kinesis Data Streams: Reliable Tool for Real-Time Data Streaming"

What do you like about Amazon Kinesis Data Streams?

What I like most about Amazon Kinesis Data Streams is its real-time data processing capability. It can handle large volumes of streaming data without

 ![Satyam J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Satyam J.")
SJ

Satyam J.

Mid-Market (51-1000 emp.)

5.0/5

"Powerful Real-Time Streaming, But Steep Learning Curve and Complex Cost Management"

What do you like about Amazon Kinesis Data Streams?

Amazon Kinesis Data Streams offers extremely robust real-time data streaming capabilities. It scales effortlessly by adding shards to meet throughput

##### 4. Streaming

Users appreciate the **real-time data processing capability** of Amazon Kinesis Data Streams, enabling effective handling of large data volumes.
[
See 2 mentions
](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306695&qs=pros-and-cons#reviews)

See Related User Reviews

 ![SURAJ K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SURAJ K.")
SK

SURAJ K.

Small-Business (50 or fewer emp.)

4.0/5

"Amazon Kinesis Data Streams: Reliable Tool for Real-Time Data Streaming"

What do you like about Amazon Kinesis Data Streams?

What I like most about Amazon Kinesis Data Streams is its real-time data processing capability. It can handle large volumes of streaming data without

 ![Satyam J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Satyam J.")
SJ

Satyam J.

Mid-Market (51-1000 emp.)

5.0/5

"Powerful Real-Time Streaming, But Steep Learning Curve and Complex Cost Management"

What do you like about Amazon Kinesis Data Streams?

Amazon Kinesis Data Streams offers extremely robust real-time data streaming capabilities. It scales effortlessly by adding shards to meet throughput

##### 5. API Integration

Users value the **seamless API integration** of Amazon Kinesis Data Streams with other AWS services for enhanced convenience.
[
See 1 mentions
](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306609&qs=pros-and-cons#reviews)

See Related User Reviews

 ![Satyam J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Satyam J.")
SJ

Satyam J.

Mid-Market (51-1000 emp.)

5.0/5

"Powerful Real-Time Streaming, But Steep Learning Curve and Complex Cost Management"

What do you like about Amazon Kinesis Data Streams?

Amazon Kinesis Data Streams offers extremely robust real-time data streaming capabilities. It scales effortlessly by adding shards to meet throughput

### Top Cons or Disadvantages of Amazon Kinesis Data Streams

##### 1. Difficult Setup

Users find the **difficult setup** of Amazon Kinesis Data Streams confusing, especially regarding shards and cost management.
[
See 2 mentions
](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306736&qs=pros-and-cons#reviews)

See Related User Reviews

 ![SURAJ K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SURAJ K.")
SK

SURAJ K.

Small-Business (50 or fewer emp.)

4.0/5

"Amazon Kinesis Data Streams: Reliable Tool for Real-Time Data Streaming"

What do you dislike about Amazon Kinesis Data Streams?

The initial setup can be a bit confusing, especially for beginners. Understanding concepts like shards and throughput takes some time. Cost management

 ![Satyam J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Satyam J.")
SJ

Satyam J.

Mid-Market (51-1000 emp.)

5.0/5

"Powerful Real-Time Streaming, But Steep Learning Curve and Complex Cost Management"

What do you dislike about Amazon Kinesis Data Streams?

The initial learning curve is steep, especially if one is new to streaming architectures or AWS. Cost management can become complex — as throughput

##### 2. Expensive

Users find the service **expensive** , particularly when not closely monitoring usage and managing costs effectively.
[
See 2 mentions
](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306700&qs=pros-and-cons#reviews)

See Related User Reviews

 ![SURAJ K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SURAJ K.")
SK

SURAJ K.

Small-Business (50 or fewer emp.)

4.0/5

"Amazon Kinesis Data Streams: Reliable Tool for Real-Time Data Streaming"

What do you dislike about Amazon Kinesis Data Streams?

The initial setup can be a bit confusing, especially for beginners. Understanding concepts like shards and throughput takes some time. Cost management

 ![Satyam J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Satyam J.")
SJ

Satyam J.

Mid-Market (51-1000 emp.)

5.0/5

"Powerful Real-Time Streaming, But Steep Learning Curve and Complex Cost Management"

What do you dislike about Amazon Kinesis Data Streams?

The initial learning curve is steep, especially if one is new to streaming architectures or AWS. Cost management can become complex — as throughput

##### 3. Resource Intensive Learning

Users find the **resource-intensive learning** curve steep, particularly for beginners navigating AWS streaming architectures.
[
See 2 mentions
](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306671&qs=pros-and-cons#reviews)

See Related User Reviews

 ![SURAJ K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SURAJ K.")
SK

SURAJ K.

Small-Business (50 or fewer emp.)

4.0/5

"Amazon Kinesis Data Streams: Reliable Tool for Real-Time Data Streaming"

What do you dislike about Amazon Kinesis Data Streams?

The initial setup can be a bit confusing, especially for beginners. Understanding concepts like shards and throughput takes some time. Cost management

 ![Satyam J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Satyam J.")
SJ

Satyam J.

Mid-Market (51-1000 emp.)

5.0/5

"Powerful Real-Time Streaming, But Steep Learning Curve and Complex Cost Management"

What do you dislike about Amazon Kinesis Data Streams?

The initial learning curve is steep, especially if one is new to streaming architectures or AWS. Cost management can become complex — as throughput

##### 4. Complexity

Users find the **complexity** of Amazon Kinesis Data Streams challenging, particularly for newcomers to streaming and AWS.
[
See 1 mentions
](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews?filters%5Bsentiment_snippet%5D=2306747&qs=pros-and-cons#reviews)

See Related User Reviews

 ![Satyam J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Satyam J.")
SJ

Satyam J.

Mid-Market (51-1000 emp.)

5.0/5

"Powerful Real-Time Streaming, But Steep Learning Curve and Complex Cost Management"

What do you dislike about Amazon Kinesis Data Streams?

The initial learning curve is steep, especially if one is new to streaming architectures or AWS. Cost management can become complex — as throughput

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AE

Verified User in Entertainment

Enterprise (\> 1000 emp.)

11/27/2018

Business partner of the seller or seller's competitor, not included in G2 scores.

"Another option for queuing"

4.5/5

What do you like best about Amazon Kinesis Data Streams?

It is the best option if you need a way to sort and prioritize your messages in the queue Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

Would be better if there are more support or sdk for .net Review collected by and hosted on G2.com.

What problems is Amazon Kinesis Data Streams solving and how is that benefiting you?

benefit on managing the queue Review collected by and hosted on G2.com.

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Validated ReviewerIncentivizedSource: G2 Gives Campaign

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UI

Verified User in Information Technology and Services

Enterprise (\> 1000 emp.)

11/27/2018

"Kinesis helped us to launch the real time data migration"

5/5

What do you like best about Amazon Kinesis Data Streams?

ability to integrate with various AWS services to consume and build easily. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

No issues. We did not run into any issues at this time Review collected by and hosted on G2.com.

What problems is Amazon Kinesis Data Streams solving and how is that benefiting you?

Data streaming and data availability Review collected by and hosted on G2.com.

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Validated ReviewerIncentivizedSource: G2 Gives Campaign

 ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services")
CF

Verified User in Financial Services

Enterprise (\> 1000 emp.)

11/26/2018

"Great tool to filter and stream out tailored data"

5/5

What do you like best about Amazon Kinesis Data Streams?

the filtering and streaming. the filtering and streaming. the filtering and streaming. th Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

There's nothing that I dislike about this product. Review collected by and hosted on G2.com.

What problems is Amazon Kinesis Data Streams solving and how is that benefiting you?

Active filtering and streaming Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 Gives Campaign

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UI

Verified User in Internet

Mid-Market (51-1000 emp.)

11/28/2018

"It is pretty great"

4/5

What do you like best about Amazon Kinesis Data Streams?

It is very easy to integrate and use, quite reliable. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

Sometimes I get delay in getting the event messages Review collected by and hosted on G2.com.

What problems is Amazon Kinesis Data Streams solving and how is that benefiting you?

Building feedback architecture, easy integration. Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 Gives Campaign

 ![Verified User in Marketing and Advertising](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Marketing and Advertising")
UM

Verified User in Marketing and Advertising

Mid-Market (51-1000 emp.)

11/28/2018

Business partner of the seller or seller's competitor, not included in G2 scores.

"connect the streams"

5/5

What do you like best about Amazon Kinesis Data Streams?

Simple to set up. Simple simple simple. Secure too. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

Command line tools for easy reading/verifying things in the stream Review collected by and hosted on G2.com.

What problems is Amazon Kinesis Data Streams solving and how is that benefiting you?

Captures all the events Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 Gives Campaign

 ![Verified User in Internet](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Internet")
AI

Verified User in Internet

Mid-Market (51-1000 emp.)

8/2/2018

"Dead simple set up, and tight integration into AWS ecosystem"

4/5

What do you like best about Amazon Kinesis Data Streams?

We've used Kafka as a messaging system and queue, and by comparison Kinesis is an absolute breeze to use. It ties simply and easily into other data architecture features that AWS provides, and so it is a natural choice for a lot of different data problems. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

The Ruby APIs and documentation are pretty rough. Creates a dependency on Java, which is annoying, but much less of a headache than Kafka's dependence on Zookeeper. Review collected by and hosted on G2.com.

What problems is Amazon Kinesis Data Streams solving and how is that benefiting you?

Microservice messaging, streaming data, event tracking. Review collected by and hosted on G2.com.

Show More

Validated ReviewerSource: Seller invite

 ![Mohammed A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mohammed A.")
MA

Mohammed A.

Feedback Assistant

Enterprise (\> 1000 emp.)

7/26/2018

"The way intelligence "

4.5/5

What do you like best about Amazon Kinesis Data Streams?

Building intelligence for the whole world, in easy to use, and pay per use models. the possibilities are endless Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

You need to keep a Kinesis Stream awake all the time Review collected by and hosted on G2.com.

What problems is Amazon Kinesis Data Streams solving and how is that benefiting you?

We used Amazon Kinesis to develop the capacity building and we achieved an important point. Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 invite

 ![Verified User in Consumer Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Consumer Services")
UC

Verified User in Consumer Services

Small-Business (50 or fewer emp.)

7/26/2018

"I love this for real time data"

4/5

What do you like best about Amazon Kinesis Data Streams?

I love that I can get real time data records. This helps me with immediate action for my client base. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

I don't like that it takes forever to load when I have to shut down and restart. Review collected by and hosted on G2.com.

What problems is Amazon Kinesis Data Streams solving and how is that benefiting you?

It solves the lag that I had with other programs getting my data to me immediatelym. This makes my clients happy and makes me thrilled. Review collected by and hosted on G2.com.

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Validated ReviewerIncentivizedSource: G2 invite

 ![Devon A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Devon A.")
DA

Devon A.

Graduate Research Assistant

Higher Education

Enterprise (\> 1000 emp.)

5/26/2016

"Great for IoT and streaming data"

5/5

What do you like best about Amazon Kinesis Data Streams?

Fully managed, lots of integration possibilities, easy to get started with, automatically scalable Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

Requires some configuration to integrate with other Amazon Web Services Review collected by and hosted on G2.com.

Recommendations to others considering Amazon Kinesis Data Streams:

Try the tutorials. You can get started in just a few minutes Review collected by and hosted on G2.com.

What problems is Amazon Kinesis Data Streams solving and how is that benefiting you?

Manage and process data from IoT sensors and other devices in a scalable and concurrently processed way Review collected by and hosted on G2.com.

Show More

Current UserValidated ReviewerIncentivizedSource: G2 invite

 ![Michael M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Michael M.")
MM

Michael M.

Cloud Specialist

Information Technology and Services

Small-Business (50 or fewer emp.)

5/23/2016

Business partner of the seller or seller's competitor, not included in G2 scores.

"Streaming data ingestion made easy"

5/5

What do you like best about Amazon Kinesis Data Streams?

Ease of setup and use; quick to deploy; good documentation with examples Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

Could benefit from tighter integration with other AWS services as consumers/producers Review collected by and hosted on G2.com.

Recommendations to others considering Amazon Kinesis Data Streams:

Try it out Review collected by and hosted on G2.com.

What problems is Amazon Kinesis Data Streams solving and how is that benefiting you?

Analyze and manage streaming data from an unknown number of sources Review collected by and hosted on G2.com.

Show More

Current UserValidated ReviewerIncentivizedSource: G2 invite

## Consulting Services for Amazon Kinesis Data Streams

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