--- title: Spark Streaming Reviews meta\_title: 'Spark Streaming Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 40 reviews by the users' company size, role or industry to find out how Spark Streaming works for a business like yours. aggregate\_rating: rating\_value: 4.2 review\_count: 40 scale: '5' date\_modified: '2026-08-09' parent\_category: name: Big Data url: https://www.g2.com/categories/big-data --- # Spark Streaming Reviews & Product Details Spark Streaming brings Apache Spark's language-integrated API to stream processing, letting you write streaming jobs the same way you write batch jobs. It supports Java, Scala and Python. Spark Streaming recovers both lost work and operator state (e.g. sliding windows) out of the box, without any extra code on your part. * * * Seller [The Apache Software Foundation](https://www.g2.com/sellers/the-apache-software-foundation) Discussions [Spark Streaming Community](https://www.g2.com/products/spark-streaming/discuss) Solution Type Best-of-Breed Show More ## Value at a Glance Averages based on real user reviews. ### Perceived Cost $$$$$ [ View More Pricing Information ](https://www.g2.com/products/spark-streaming/pricing) ## Top-Rated Alternatives [ ![Amazon Kinesis Data Streams](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Amazon Kinesis Data Streams") Amazon Kinesis Data Streams 4.3/5(90) ](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews) [ ![Confluent](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Confluent") Confluent 4.4/5(114) ](https://www.g2.com/products/confluent/reviews) [ ![Google Cloud Dataflow](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Google Cloud Dataflow") Google Cloud Dataflow 4.2/5(45) ](https://www.g2.com/products/google-cloud-dataflow/reviews) [ View All Alternatives ](https://www.g2.com/products/spark-streaming/competitors/alternatives) ## User Insights Average based on 40 real user reviews. Perceived Cost $$$$$ [Log in to unlock pricing and user insights](/login) ![Verified User in Education Management](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Education Management") UE Verified User in Education Management Enterprise (\> 1000 emp.) 3/20/2019 "Spark streaming " 1.5/5 What do you like best about Spark Streaming? Fast streaming, works great for big groups and presenting Review collected by and hosted on G2.com. What do you dislike about Spark Streaming? I like everything I’ve seen with spark so far. Can be complicated to get started using Review collected by and hosted on G2.com. What problems is Spark Streaming solving and how is that benefiting you? Mass communication between schools Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ## Questions about Spark Streaming? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about Spark Streaming ](https://www.g2.com/products/spark-streaming/discussions/new) GU Guest User What is Spark Streaming used for? 0 Upvotes 0 [ Join the conversation ](https://www.g2.com/discussions/what-is-spark-streaming-used-for) [ View all Discussions ](https://www.g2.com/products/spark-streaming/discuss) ##### Pricing Pricing details for this product isn’t currently available. Visit the vendor’s website to learn more. [ View More Pricing Information ](https://www.g2.com/products/spark-streaming/pricing) Spark Streaming Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_6c02a8e14b7579c91df2f2d00649fb51/aws-amazon-kinesis-data-streams.png "Product Avatar Image") Amazon Kinesis Data Streams 4.3/5(90) [ Compare Now ](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-spark-streaming) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_0c51d2c2e5f85fe45126eb818f748267/google-cloud-dataflow.png "Product Avatar Image") Google Cloud Dataflow 4.2/5(45) [ Compare Now ](https://www.g2.com/compare/google-cloud-dataflow-vs-spark-streaming) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_b087379a1153e7d513f37c83481c8ced/confluent.png "Product Avatar Image") Confluent 4.4/5(114) [ Compare Now ](https://www.g2.com/compare/confluent-vs-spark-streaming) ##### ##### Spark Streaming Features Data Data Processing Data Sources Integration Analytics Reporting & Analytics [ View More Features ](https://www.g2.com/products/spark-streaming/features) ## Work at The Apache Software Foundation? 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