# Top 10 Spark Streaming Alternatives &amp; Competitors
**Average Rating:** 4.2/5
**Total Number of Reviews:** 40
Spark Streaming is not the only option for Event Stream Processing Software. Explore other competing options and alternatives. Other important factors to consider when researching alternatives to Spark Streaming include performance and time data. The best overall Spark Streaming alternative is Amazon Kinesis Data Streams. Other similar apps like Spark Streaming are Confluent, Google Cloud Dataflow, SAS Viya, and Aiven for Apache Kafka. Spark Streaming alternatives can be found in [Event Stream Processing Software](https://www.g2.com/categories/event-stream-processing) but may also be in [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution) or [Stream Analytics Software](https://www.g2.com/categories/stream-analytics).


## Best Paid &amp; Free Alternatives to Spark Streaming
  - [Amazon Kinesis Data Streams](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews)
  - [Confluent](https://www.g2.com/products/confluent/reviews)
  - [Google Cloud Dataflow](https://www.g2.com/products/google-cloud-dataflow/reviews)
  - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews)
  - [Aiven for Apache Kafka](https://www.g2.com/products/aiven-for-apache-kafka/reviews)
  - [IBM StreamSets](https://www.g2.com/products/ibm-streamsets/reviews)
  - [Tray.ai](https://www.g2.com/products/tray-ai/reviews)
  - [Hazelcast Platform](https://www.g2.com/products/hazelcast-platform/reviews)
  - [IBM Event Streams](https://www.g2.com/products/ibm-event-streams/reviews)
  - [Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/products/amazon-managed-streaming-for-apache-kafka-amazon-msk/reviews)

## Top 10 Alternatives to Spark Streaming Recently Reviewed By G2 Community
Browse options below. Based on reviewer data, you can see how Spark Streaming stacks up to the competition, check reviews from current &amp; previous users in industries like Information Technology and Services, Education Management, and Entertainment, and find the best product for your business.


  ### 1. [Amazon Kinesis Data Streams](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews)
By Amazon Web Services (AWS)
**Average Rating:** 4.3/5
**Total Reviews:** 90
Amazon Kinesis Data Streams is a serverless streaming data service that makes it easy to capture, process, and store data streams at any scale.


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](https://www.g2.com/categories/event-stream-processing)

**Compare:** [Spark Streaming vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-spark-streaming)
**Compare Amazon Kinesis Data Streams with other alternatives:**
- [Amazon Kinesis Data Streams vs Confluent](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-confluent)
- [Amazon Kinesis Data Streams vs Google Cloud Dataflow](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-google-cloud-dataflow)
- [Amazon Kinesis Data Streams vs SAS Viya](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-sas-sas-viya)
- [Amazon Kinesis Data Streams vs Aiven for Apache Kafka](https://www.g2.com/compare/aiven-for-apache-kafka-vs-aws-amazon-kinesis-data-streams)
- [Amazon Kinesis Data Streams vs IBM StreamSets](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-ibm-streamsets)
- [Amazon Kinesis Data Streams vs Tray.ai](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-tray-ai)
- [Amazon Kinesis Data Streams vs Hazelcast Platform](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-hazelcast-platform)
- [Amazon Kinesis Data Streams vs IBM Event Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-ibm-event-streams)
- [Amazon Kinesis Data Streams vs Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-amazon-managed-streaming-for-apache-kafka-amazon-msk)

  ### 2. [Confluent](https://www.g2.com/products/confluent/reviews)
By IBM
**Average Rating:** 4.4/5
**Total Reviews:** 114
A stream data platform.


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](https://www.g2.com/categories/event-stream-processing)

**Compare:** [Spark Streaming vs Confluent](https://www.g2.com/compare/confluent-vs-spark-streaming)
**Compare Confluent with other alternatives:**
- [Confluent vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-confluent)
- [Confluent vs Google Cloud Dataflow](https://www.g2.com/compare/confluent-vs-google-cloud-dataflow)
- [Confluent vs SAS Viya](https://www.g2.com/compare/confluent-vs-sas-sas-viya)
- [Confluent vs Aiven for Apache Kafka](https://www.g2.com/compare/aiven-for-apache-kafka-vs-confluent)
- [Confluent vs IBM StreamSets](https://www.g2.com/compare/confluent-vs-ibm-streamsets)
- [Confluent vs Tray.ai](https://www.g2.com/compare/confluent-vs-tray-ai)
- [Confluent vs Hazelcast Platform](https://www.g2.com/compare/confluent-vs-hazelcast-platform)
- [Confluent vs IBM Event Streams](https://www.g2.com/compare/confluent-vs-ibm-event-streams)
- [Confluent vs Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-confluent)

  ### 3. [Google Cloud Dataflow](https://www.g2.com/products/google-cloud-dataflow/reviews)
By Google
**Average Rating:** 4.2/5
**Total Reviews:** 45
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.


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](https://www.g2.com/categories/event-stream-processing)

**Compare:** [Spark Streaming vs Google Cloud Dataflow](https://www.g2.com/compare/google-cloud-dataflow-vs-spark-streaming)
**Compare Google Cloud Dataflow with other alternatives:**
- [Google Cloud Dataflow vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-google-cloud-dataflow)
- [Google Cloud Dataflow vs Confluent](https://www.g2.com/compare/confluent-vs-google-cloud-dataflow)
- [Google Cloud Dataflow vs SAS Viya](https://www.g2.com/compare/google-cloud-dataflow-vs-sas-sas-viya)
- [Google Cloud Dataflow vs Aiven for Apache Kafka](https://www.g2.com/compare/aiven-for-apache-kafka-vs-google-cloud-dataflow)
- [Google Cloud Dataflow vs IBM StreamSets](https://www.g2.com/compare/google-cloud-dataflow-vs-ibm-streamsets)
- [Google Cloud Dataflow vs Tray.ai](https://www.g2.com/compare/google-cloud-dataflow-vs-tray-ai)
- [Google Cloud Dataflow vs Hazelcast Platform](https://www.g2.com/compare/google-cloud-dataflow-vs-hazelcast-platform)
- [Google Cloud Dataflow vs IBM Event Streams](https://www.g2.com/compare/google-cloud-dataflow-vs-ibm-event-streams)
- [Google Cloud Dataflow vs Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-google-cloud-dataflow)

  ### 4. [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews)
By SAS Institute Inc.
**Average Rating:** 4.3/5
**Total Reviews:** 818
As a cloud-native AI, analytics and data management platform, SAS Viya enables you to scale cost-effectively, increase productivity and innovate faster, backed by trust and transparency. SAS Viya makes it possible to integrate teams and technology enabling all users to work together successfully to turn critical questions into accurate decisions.


Reviewers say compared to Spark Streaming, SAS Viya is:
- Easier to set up
- More usable
Categories in common with Spark Streaming: [Event Stream Processing](https://www.g2.com/categories/event-stream-processing)

**Compare:** [Spark Streaming vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-spark-streaming)
**Compare SAS Viya with other alternatives:**
- [SAS Viya vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-sas-sas-viya)
- [SAS Viya vs Confluent](https://www.g2.com/compare/confluent-vs-sas-sas-viya)
- [SAS Viya vs Google Cloud Dataflow](https://www.g2.com/compare/google-cloud-dataflow-vs-sas-sas-viya)
- [SAS Viya vs Aiven for Apache Kafka](https://www.g2.com/compare/aiven-for-apache-kafka-vs-sas-sas-viya)
- [SAS Viya vs IBM StreamSets](https://www.g2.com/compare/ibm-streamsets-vs-sas-sas-viya)
- [SAS Viya vs Tray.ai](https://www.g2.com/compare/sas-sas-viya-vs-tray-ai)
- [SAS Viya vs Hazelcast Platform](https://www.g2.com/compare/hazelcast-platform-vs-sas-sas-viya)
- [SAS Viya vs IBM Event Streams](https://www.g2.com/compare/ibm-event-streams-vs-sas-sas-viya)
- [SAS Viya vs Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-sas-sas-viya)

  ### 5. [Aiven for Apache Kafka](https://www.g2.com/products/aiven-for-apache-kafka/reviews)
By Aiven
**Average Rating:** 4.3/5
**Total Reviews:** 248
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.


Reviewers say compared to Spark Streaming, Aiven for Apache Kafka is:
- Easier to set up
- Easier to admin
- Easier to do business with
Categories in common with Spark Streaming: [Event Stream Processing](https://www.g2.com/categories/event-stream-processing)

**Compare:** [Spark Streaming vs Aiven for Apache Kafka](https://www.g2.com/compare/aiven-for-apache-kafka-vs-spark-streaming)
**Compare Aiven for Apache Kafka with other alternatives:**
- [Aiven for Apache Kafka vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aiven-for-apache-kafka-vs-aws-amazon-kinesis-data-streams)
- [Aiven for Apache Kafka vs Confluent](https://www.g2.com/compare/aiven-for-apache-kafka-vs-confluent)
- [Aiven for Apache Kafka vs Google Cloud Dataflow](https://www.g2.com/compare/aiven-for-apache-kafka-vs-google-cloud-dataflow)
- [Aiven for Apache Kafka vs SAS Viya](https://www.g2.com/compare/aiven-for-apache-kafka-vs-sas-sas-viya)
- [Aiven for Apache Kafka vs IBM StreamSets](https://www.g2.com/compare/aiven-for-apache-kafka-vs-ibm-streamsets)
- [Aiven for Apache Kafka vs Tray.ai](https://www.g2.com/compare/aiven-for-apache-kafka-vs-tray-ai)
- [Aiven for Apache Kafka vs Hazelcast Platform](https://www.g2.com/compare/aiven-for-apache-kafka-vs-hazelcast-platform)
- [Aiven for Apache Kafka vs IBM Event Streams](https://www.g2.com/compare/aiven-for-apache-kafka-vs-ibm-event-streams)
- [Aiven for Apache Kafka vs Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/compare/aiven-for-apache-kafka-vs-amazon-managed-streaming-for-apache-kafka-amazon-msk)

  ### 6. [IBM StreamSets](https://www.g2.com/products/ibm-streamsets/reviews)
By IBM
**Average Rating:** 4.0/5
**Total Reviews:** 116
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.


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](https://www.g2.com/categories/event-stream-processing)

**Compare:** [Spark Streaming vs IBM StreamSets](https://www.g2.com/compare/ibm-streamsets-vs-spark-streaming)
**Compare IBM StreamSets with other alternatives:**
- [IBM StreamSets vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-ibm-streamsets)
- [IBM StreamSets vs Confluent](https://www.g2.com/compare/confluent-vs-ibm-streamsets)
- [IBM StreamSets vs Google Cloud Dataflow](https://www.g2.com/compare/google-cloud-dataflow-vs-ibm-streamsets)
- [IBM StreamSets vs SAS Viya](https://www.g2.com/compare/ibm-streamsets-vs-sas-sas-viya)
- [IBM StreamSets vs Aiven for Apache Kafka](https://www.g2.com/compare/aiven-for-apache-kafka-vs-ibm-streamsets)
- [IBM StreamSets vs Tray.ai](https://www.g2.com/compare/ibm-streamsets-vs-tray-ai)
- [IBM StreamSets vs Hazelcast Platform](https://www.g2.com/compare/hazelcast-platform-vs-ibm-streamsets)
- [IBM StreamSets vs IBM Event Streams](https://www.g2.com/compare/ibm-event-streams-vs-ibm-streamsets)
- [IBM StreamSets vs Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-ibm-streamsets)

  ### 7. [Tray.ai](https://www.g2.com/products/tray-ai/reviews)
By Tray.io
**Average Rating:** 4.5/5
**Total Reviews:** 158
The Tray Platform empowers anyone to do more, faster by harnessing automation with the leading, low-code general automation platform.


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](https://www.g2.com/categories/event-stream-processing)

**Compare:** [Spark Streaming vs Tray.ai](https://www.g2.com/compare/spark-streaming-vs-tray-ai)
**Compare Tray.ai with other alternatives:**
- [Tray.ai vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-tray-ai)
- [Tray.ai vs Confluent](https://www.g2.com/compare/confluent-vs-tray-ai)
- [Tray.ai vs Google Cloud Dataflow](https://www.g2.com/compare/google-cloud-dataflow-vs-tray-ai)
- [Tray.ai vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-tray-ai)
- [Tray.ai vs Aiven for Apache Kafka](https://www.g2.com/compare/aiven-for-apache-kafka-vs-tray-ai)
- [Tray.ai vs IBM StreamSets](https://www.g2.com/compare/ibm-streamsets-vs-tray-ai)
- [Tray.ai vs Hazelcast Platform](https://www.g2.com/compare/hazelcast-platform-vs-tray-ai)
- [Tray.ai vs IBM Event Streams](https://www.g2.com/compare/ibm-event-streams-vs-tray-ai)
- [Tray.ai vs Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-tray-ai)

  ### 8. [Hazelcast Platform](https://www.g2.com/products/hazelcast-platform/reviews)
By Hazelcast
**Average Rating:** 4.3/5
**Total Reviews:** 13
A New Lightweight, Distributed Data Processing Engine


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](https://www.g2.com/categories/event-stream-processing)

**Compare:** [Spark Streaming vs Hazelcast Platform](https://www.g2.com/compare/hazelcast-platform-vs-spark-streaming)
**Compare Hazelcast Platform with other alternatives:**
- [Hazelcast Platform vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-hazelcast-platform)
- [Hazelcast Platform vs Confluent](https://www.g2.com/compare/confluent-vs-hazelcast-platform)
- [Hazelcast Platform vs Google Cloud Dataflow](https://www.g2.com/compare/google-cloud-dataflow-vs-hazelcast-platform)
- [Hazelcast Platform vs SAS Viya](https://www.g2.com/compare/hazelcast-platform-vs-sas-sas-viya)
- [Hazelcast Platform vs Aiven for Apache Kafka](https://www.g2.com/compare/aiven-for-apache-kafka-vs-hazelcast-platform)
- [Hazelcast Platform vs IBM StreamSets](https://www.g2.com/compare/hazelcast-platform-vs-ibm-streamsets)
- [Hazelcast Platform vs Tray.ai](https://www.g2.com/compare/hazelcast-platform-vs-tray-ai)
- [Hazelcast Platform vs IBM Event Streams](https://www.g2.com/compare/hazelcast-platform-vs-ibm-event-streams)
- [Hazelcast Platform vs Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-hazelcast-platform)

  ### 9. [IBM Event Streams](https://www.g2.com/products/ibm-event-streams/reviews)
By IBM
**Average Rating:** 4.3/5
**Total Reviews:** 13
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.


Reviewers say compared to Spark Streaming, IBM Event Streams is:
- More usable
Categories in common with Spark Streaming: [Event Stream Processing](https://www.g2.com/categories/event-stream-processing)

**Compare:** [Spark Streaming vs IBM Event Streams](https://www.g2.com/compare/ibm-event-streams-vs-spark-streaming)
**Compare IBM Event Streams with other alternatives:**
- [IBM Event Streams vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-ibm-event-streams)
- [IBM Event Streams vs Confluent](https://www.g2.com/compare/confluent-vs-ibm-event-streams)
- [IBM Event Streams vs Google Cloud Dataflow](https://www.g2.com/compare/google-cloud-dataflow-vs-ibm-event-streams)
- [IBM Event Streams vs SAS Viya](https://www.g2.com/compare/ibm-event-streams-vs-sas-sas-viya)
- [IBM Event Streams vs Aiven for Apache Kafka](https://www.g2.com/compare/aiven-for-apache-kafka-vs-ibm-event-streams)
- [IBM Event Streams vs IBM StreamSets](https://www.g2.com/compare/ibm-event-streams-vs-ibm-streamsets)
- [IBM Event Streams vs Tray.ai](https://www.g2.com/compare/ibm-event-streams-vs-tray-ai)
- [IBM Event Streams vs Hazelcast Platform](https://www.g2.com/compare/hazelcast-platform-vs-ibm-event-streams)
- [IBM Event Streams vs Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-ibm-event-streams)

  ### 10. [Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/products/amazon-managed-streaming-for-apache-kafka-amazon-msk/reviews)
By Amazon Web Services (AWS)
**Average Rating:** 4.0/5
**Total Reviews:** 24
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.


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](https://www.g2.com/categories/event-stream-processing)

**Compare:** [Spark Streaming vs Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-spark-streaming)
**Compare Amazon Managed Streaming for Apache Kafka (Amazon MSK) with other alternatives:**
- [Amazon Managed Streaming for Apache Kafka (Amazon MSK) vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-amazon-managed-streaming-for-apache-kafka-amazon-msk)
- [Amazon Managed Streaming for Apache Kafka (Amazon MSK) vs Confluent](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-confluent)
- [Amazon Managed Streaming for Apache Kafka (Amazon MSK) vs Google Cloud Dataflow](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-google-cloud-dataflow)
- [Amazon Managed Streaming for Apache Kafka (Amazon MSK) vs SAS Viya](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-sas-sas-viya)
- [Amazon Managed Streaming for Apache Kafka (Amazon MSK) vs Aiven for Apache Kafka](https://www.g2.com/compare/aiven-for-apache-kafka-vs-amazon-managed-streaming-for-apache-kafka-amazon-msk)
- [Amazon Managed Streaming for Apache Kafka (Amazon MSK) vs IBM StreamSets](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-ibm-streamsets)
- [Amazon Managed Streaming for Apache Kafka (Amazon MSK) vs Tray.ai](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-tray-ai)
- [Amazon Managed Streaming for Apache Kafka (Amazon MSK) vs Hazelcast Platform](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-hazelcast-platform)
- [Amazon Managed Streaming for Apache Kafka (Amazon MSK) vs IBM Event Streams](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-ibm-event-streams)


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