Top 10 Spark Streaming Alternatives & Competitors

Top 10 Alternatives to Spark Streaming Recently Reviewed By G2 Community

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Amazon Kinesis Data Streams
By Amazon Web Services (AWS)
4.3/5
(90)
Product Description
Amazon Kinesis Data Streams is a serverless streaming data service that makes it easy to capture, process, and store data streams at any scale.
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Reviewers say compared to Spark Streaming, Amazon Kinesis Data Streams is:
Easier to set up
Easier to admin
More usable
Categories in common with Spark Streaming:
Event Stream Processing

Google Cloud Dataflow
By Google
4.2/5
(45)
Product Description
Cloud Dataflow is a fully-managed service for transforming and enriching data in stream (real time) and batch (historical) modes with equal reliability and expressiveness.
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Reviewers say compared to Spark Streaming, Google Cloud Dataflow is:
Easier to do business with
Easier to set up
Easier to admin
Categories in common with Spark Streaming:
Event Stream Processing

Confluent
By Confluent
4.4/5
(114)
Product Description
A stream data platform.
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Reviewers say compared to Spark Streaming, Confluent is:
Easier to set up
More expensive
More usable
Categories in common with Spark Streaming:
Event Stream Processing

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Aiven for Apache Kafka
By Aiven
4.3/5
(250)
Product Description
Aiven for Apache Kafka is a fully managed streaming platform, deployable in the cloud of your choice. Snap it into your existing workflows with the click of a button, automate away the mundane tasks, and focus on building your core apps.
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Reviewers say compared to Spark Streaming, Aiven for Apache Kafka is:
Easier to set up
Easier to admin
More usable
Categories in common with Spark Streaming:
Event Stream Processing

IBM StreamSets
By IBM
4/5
(117)
Product Description
StreamSets DataOps Platform is an end-to-end data engineering platform to design, deploy, operate and optimize data pipelines to deliver continuous data. StreamSets offers a single pane of glass for batch, streaming, CDC, ETL and ML pipelines with built-in data drift protection for full transparency and control across hybrid, on-premise and multi-cloud environments.
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Reviewers say compared to Spark Streaming, IBM StreamSets is:
Easier to set up
More expensive
More usable
Categories in common with Spark Streaming:
Event Stream Processing

Tray.ai
By Tray.io
4.5/5
(158)
Product Description
The Tray Platform empowers anyone to do more, faster by harnessing automation with the leading, low-code general automation platform.
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Reviewers say compared to Spark Streaming, Tray.ai is:
Easier to admin
Easier to set up
Easier to do business with
Categories in common with Spark Streaming:
Event Stream Processing

Hazelcast Platform
By Hazelcast
4.3/5
(13)
Product Description
A New Lightweight, Distributed Data Processing Engine
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Reviewers say compared to Spark Streaming, Hazelcast Platform is:
Easier to set up
More usable
Easier to admin
Categories in common with Spark Streaming:
Event Stream Processing

IBM Event Streams
By IBM
4.3/5
(13)
Product Description
Built on Apache Kafka, IBM Event Streams is a high-throughput, fault-tolerant, event streaming platform that helps you build intelligent, responsive, event-driven applications.
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Reviewers say compared to Spark Streaming, IBM Event Streams is:
More usable
Categories in common with Spark Streaming:
Event Stream Processing

Amazon Managed Streaming for Apache Kafka (Amazon MSK)
By Amazon Web Services (AWS)
4/5
(22)
Product Description
Amazon Managed Streaming for Kafka (Amazon MSK) is a fully managed service that makes it easy for you to build and run applications that use Apache Kafka to process streaming data. Apache Kafka is an open-source platform for building real-time streaming data pipelines and applications.
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Reviewers say compared to Spark Streaming, Amazon Managed Streaming for Apache Kafka (Amazon MSK) is:
Easier to set up
Easier to admin
Better at support
Categories in common with Spark Streaming:
Event Stream Processing