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Amazon Kinesis Data Streams Reviews & Product Details

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Amazon Kinesis Data Streams Reviews FAQs

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Last updated: Nov 04, 2026

What is Amazon Kinesis Data Streams, and what problem is it built to solve?

Amazon Kinesis Data Streams is used to ingest and process streaming data in real time, helping teams make events, logs, and other continuously arriving data available to downstream applications without waiting for batch jobs.

What company sizes and industries is Amazon Kinesis Data Streams the best fit for?

Positive experiences span small businesses, mid-market organizations, and enterprises, with notable representation across these industries:
  • Company sizes: Small Business, Mid-Market, and Enterprise.
  • Technology: Information Technology and Services and Computer Software.
  • Financial sector: Financial Services and Banking.
  • Other represented industries: Retail and Consumer Services.

What customer support options does Amazon Kinesis Data Streams provide, and how do users find the overall support experience?

The support experience comes across as mixed but workable. Positive comments describe AWS customer support as helpful, while other support assessments are more moderate, so teams may want to confirm that the support experience available to them meets their needs.

What tools and platforms does Amazon Kinesis Data Streams integrate with, and how do these integrations help users get more value from the product?

Amazon Kinesis Data Streams offers 3 listed integrations, which users connect with streaming workloads to move data into processing, analytics, and storage workflows.
  • Event processing: AWS Lambda
  • Data warehousing and analytics: Amazon Redshift
  • Storage: Amazon S3 Glacier
These connections help route streaming events into downstream processing and data destinations, particularly for teams building within the AWS ecosystem.

Amazon Kinesis Data Streams Reviews (90)

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Reviews

Amazon Kinesis Data Streams Reviews (90)

View 1 Video Reviews
4.3
90 reviews

What do users say?

Generated using AI from real user reviews

Pros & Cons

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Verified User in Computer Software
IC
Verified User in Computer Software
Enterprise (> 1000 emp.)
"great for data transfer"
4/5
What do you like best about Amazon Kinesis Data Streams?

real time experience in terms of data transfer. Easy to manage. Great document Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

Cost is high sometimes, bug sometimes had to be captured Review collected by and hosted on G2.com.

Verified User in Consumer Services
UC
Verified User in Consumer Services
Mid-Market (51-1000 emp.)
"It was full of limits, i would go with kafka or gcp pubsub"
3/5
What do you like best about Amazon Kinesis Data Streams?

Easy to use, very easy integration with lambda, very low latency, monitoring is rich per stream and per shard Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

Consumer limits only 20 consumers, shards limits per account Review collected by and hosted on G2.com.

Verified User in Health, Wellness and Fitness
EH
Verified User in Health, Wellness and Fitness
Small-Business (50 or fewer emp.)
"Amazon Kinese Data Streams review"
4.5/5
What do you like best about Amazon Kinesis Data Streams?

Easy to manage as compared to Kafka streaming Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

Cost as compared to open source Kafka and difficult in understanding Review collected by and hosted on G2.com.

Junaid K.
JK
Junaid K.
Analyst
Enterprise (> 1000 emp.)
"Real Time Data Generator"
4.5/5
What do you like best about Amazon Kinesis Data Streams?

I have been using Amazon Kinesis from a long time for generating real time data from multiplayer games and video streamings,etc. The data generated can be shared with another applications. Kinesis produces data in milliseconds. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

Amazon kinesis requires lot of storage space as it generates high amount of real time data. Apart from this, i have not faced any issue with kinesis. Its a trustworthy product by Amazon. Review collected by and hosted on G2.com.

Verified User in Construction
IC
Verified User in Construction
Mid-Market (51-1000 emp.)
"Great platform but more than what we need"
3.5/5
What do you like best about Amazon Kinesis Data Streams?

Batch operations and tumbling window processing of data. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

Documentation sometimes feels lacking in clarification between data streams, kinesis analytics etc Review collected by and hosted on G2.com.

Verified User in Computer Software
AC
Verified User in Computer Software
Small-Business (50 or fewer emp.)
"Amazon Kinesis"
5/5
What do you like best about Amazon Kinesis Data Streams?

We like the serverless facility of Kinesis so much, Kinesis can handle any kind of real-time streaming data in real-time. Great application for real-time Machine Learning applications Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

Still, Kinesis should support a lot of ETL processes, similar to AWS Glue. And looking for more sample projects of getting started with Kinesis for IoT Review collected by and hosted on G2.com.

Verified User in Financial Services
UF
Verified User in Financial Services
Enterprise (> 1000 emp.)
"Great service that is used for events from the streams"
4.5/5
What do you like best about Amazon Kinesis Data Streams?

Best service to capture events from the dynamo streams Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

Very difficult to find out the missing events when the events flows on to headwaters Review collected by and hosted on G2.com.

Verified User in Computer Software
UC
Verified User in Computer Software
Mid-Market (51-1000 emp.)
"A great way to introduce your organization to event-driven architectures"
4.5/5
What do you like best about Amazon Kinesis Data Streams?

It's extremely simple to set up and you don't need to build out the typical Kafka infrastructure. It scales really well and is reliable. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

Some of the advanced features, such as sharding and other horizontal-scaling issues, can be hard to do, but once you get comfortable with event-driven paradigms, it all will make sense. Review collected by and hosted on G2.com.

SP
shridhar P.
Technical Architect
Enterprise (> 1000 emp.)
"Kinesis streaming review"
3.5/5
What do you like best about Amazon Kinesis Data Streams?

I didn't have to setup anything and by just writing consumer our streaming service was ready to go. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

I understand by design it is at-least once architecture, but the number of duplicate records we get is not less. On regular basis we see at least few records coming in as duplicate. To avoid duplicate record processing we had to write our own logic and cache the records in Redis. We use KCL to consume the data and some of the default configuration can lead to data loss. We had to checkpoint every record and it seems by default checkpoint also connects with Kinesis that results in more than 5 connections to Kinesis within seconds resulting in error. We ended up losing data in production because of this issue. Review collected by and hosted on G2.com.

Verified User in Hospitality
UH
Verified User in Hospitality
Enterprise (> 1000 emp.)
"Great way to stream your data!"
4/5
What do you like best about Amazon Kinesis Data Streams?

I like how easy it is with AWS Kinesis to stream your data and hook it up with Lambda functions that can process that data afterwards. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

If you have a lot of different data entities that you need to stream, or if you have big batches of data, you have to use more shards. So it immediately becomes a very expensive service to use. Review collected by and hosted on G2.com.

Pricing

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Amazon Kinesis Data Streams Comparisons
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