Top 10 Spark Streaming Alternatives & Competitors

(40)4.2 out of 5
Spark Streaming is one of the most-searched tools in the Event Stream Processing Software category on G2. When comparing Spark Streaming with other tools, reviewers most often evaluate time data and performance as key differentiators.
The best overall alternative to Spark Streaming is Amazon Kinesis Data Streams, rated ~4.3 stars on G2 from 81+ reviewers. It is frequently praised for real-time data and real-time processing. Other well-known alternatives to Spark Streaming are:
  • Google Cloud Dataflow – known for analytics and easy management (G2 star rating ~4.2)
  • Confluent – highly rated for cloud computing and cloud services (G2 star rating ~4.4)
  • SAS Viya – offers analytics and data analysis (G2 star rating ~4.3)
  • Aiven for Apache Kafka – best suited for teams that need setup ease and scaling (G2 star rating ~4.3)
Browse top options below. Based on G2 review data, Spark Streaming is most commonly used in industries like Event Stream Processing Software, Big Data Processing And Distribution Systems, ETL Tools. Compare user ratings by vertical to find the best fit.

Best Paid & Free Alternatives to Spark Streaming

  • Amazon Kinesis Data Streams
  • Google Cloud Dataflow
  • Confluent

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 & previous users in industries like Information Technology and Services, Education Management, and Entertainment, and find the best product for your business.
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