# Top 10 Aiven for Apache Kafka Alternatives & Competitors **Average Rating:** 4.3/5 **Total Number of Reviews:** 249 Explore the best alternatives to Aiven for Apache Kafka for users who need new software features or want to try different solutions. Event Stream Processing Software is a widely used technology, and many people are seeking time saving, easy to use software solutions with data transformation, data modeling, and user, role, and access management. Other important factors to consider when researching alternatives to Aiven for Apache Kafka include availability and messages. The best overall Aiven for Apache Kafka alternative is Confluent. Other similar apps like Aiven for Apache Kafka are Amazon Managed Streaming for Apache Kafka (Amazon MSK), Lenses, Amazon Kinesis Data Streams, and Instaclustr Managed Kafka. Aiven for Apache Kafka alternatives can be found in [Event Stream Processing Software](https://www.g2.com/categories/event-stream-processing) but may also be in [Stream Analytics Software](https://www.g2.com/categories/stream-analytics) or [Analytics Platforms](https://www.g2.com/categories/analytics-platforms). ## Best Paid & Free Alternatives to Aiven for Apache Kafka - [Confluent](https://www.g2.com/products/confluent/reviews) - [Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/products/amazon-managed-streaming-for-apache-kafka-amazon-msk/reviews) - [Lenses](https://www.g2.com/products/lenses/reviews) - [Amazon Kinesis Data Streams](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews) - [Instaclustr Managed Kafka](https://www.g2.com/products/instaclustr-managed-kafka/reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) - [Apache Kafka](https://www.g2.com/products/apache-kafka/reviews) - [Tray.ai](https://www.g2.com/products/tray-ai/reviews) - [IBM StreamSets](https://www.g2.com/products/ibm-streamsets/reviews) - [Spark Streaming](https://www.g2.com/products/spark-streaming/reviews) ## Top 10 Alternatives to Aiven for Apache Kafka Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how Aiven for Apache Kafka stacks up to the competition, check reviews from current & previous users in industries like Computer Software, Retail, and Food Production, and find the best product for your business. ### 1. [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 Aiven for Apache Kafka, Confluent is: - More expensive - Better at meeting requirements Categories in common with Aiven for Apache Kafka: [Event Stream Processing](https://www.g2.com/categories/event-stream-processing) **Compare:** [Aiven for Apache Kafka vs Confluent](https://www.g2.com/compare/aiven-for-apache-kafka-vs-confluent) **Compare Confluent with other alternatives:** - [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) - [Confluent vs Lenses](https://www.g2.com/compare/confluent-vs-lenses) - [Confluent vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-confluent) - [Confluent vs Instaclustr Managed Kafka](https://www.g2.com/compare/confluent-vs-instaclustr-managed-kafka) - [Confluent vs SAS Viya](https://www.g2.com/compare/confluent-vs-sas-sas-viya) - [Confluent vs Apache Kafka](https://www.g2.com/compare/apache-kafka-vs-confluent) - [Confluent vs Tray.ai](https://www.g2.com/compare/confluent-vs-tray-ai) - [Confluent vs IBM StreamSets](https://www.g2.com/compare/confluent-vs-ibm-streamsets) - [Confluent vs Spark Streaming](https://www.g2.com/compare/confluent-vs-spark-streaming) ### 2. [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:** 23 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 Aiven for Apache Kafka, Amazon Managed Streaming for Apache Kafka (Amazon MSK) is: - Better at support - Better at meeting requirements - More expensive Categories in common with Aiven for Apache Kafka: [Event Stream Processing](https://www.g2.com/categories/event-stream-processing) **Compare:** [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) **Compare Amazon Managed Streaming for Apache Kafka (Amazon MSK) with other alternatives:** - [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 Lenses](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-lenses) - [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 Instaclustr Managed Kafka](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-instaclustr-managed-kafka) - [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 Apache Kafka](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-apache-kafka) - [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 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 Spark Streaming](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-spark-streaming) ### 3. [Lenses](https://www.g2.com/products/lenses/reviews) By Lenses.io Ltd **Average Rating:** 4.2/5 **Total Reviews:** 17 Lenses, a product to streamline your data pipelines over Kubernetes, connect Kafka with external systems and easily manage your cluster. The data streaming platform that simplifies your streams with Kafka and Kubernetes; any flow, any data, one Lens. Reviewers say compared to Aiven for Apache Kafka, Lenses is: - More usable - Easier to admin Categories in common with Aiven for Apache Kafka: [Event Stream Processing](https://www.g2.com/categories/event-stream-processing) **Compare:** [Aiven for Apache Kafka vs Lenses](https://www.g2.com/compare/aiven-for-apache-kafka-vs-lenses) **Compare Lenses with other alternatives:** - [Lenses vs Confluent](https://www.g2.com/compare/confluent-vs-lenses) - [Lenses vs Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-lenses) - [Lenses vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-lenses) - [Lenses vs Instaclustr Managed Kafka](https://www.g2.com/compare/instaclustr-managed-kafka-vs-lenses) - [Lenses vs SAS Viya](https://www.g2.com/compare/lenses-vs-sas-sas-viya) - [Lenses vs Apache Kafka](https://www.g2.com/compare/apache-kafka-vs-lenses) - [Lenses vs Tray.ai](https://www.g2.com/compare/lenses-vs-tray-ai) - [Lenses vs IBM StreamSets](https://www.g2.com/compare/ibm-streamsets-vs-lenses) - [Lenses vs Spark Streaming](https://www.g2.com/compare/lenses-vs-spark-streaming) ### 4. [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:** 91 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 Aiven for Apache Kafka, Amazon Kinesis Data Streams is: - Better at meeting requirements - Better at support - More expensive Categories in common with Aiven for Apache Kafka: [Event Stream Processing](https://www.g2.com/categories/event-stream-processing) **Compare:** [Aiven for Apache Kafka vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aiven-for-apache-kafka-vs-aws-amazon-kinesis-data-streams) **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 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) - [Amazon Kinesis Data Streams vs Lenses](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-lenses) - [Amazon Kinesis Data Streams vs Instaclustr Managed Kafka](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-instaclustr-managed-kafka) - [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 Apache Kafka](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-apache-kafka) - [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 IBM StreamSets](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-ibm-streamsets) - [Amazon Kinesis Data Streams vs Spark Streaming](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-spark-streaming) ### 5. [Instaclustr Managed Kafka](https://www.g2.com/products/instaclustr-managed-kafka/reviews) By NetApp **Average Rating:** 4.3/5 **Total Reviews:** 11 Build your application on the fastest and most scalable distributed streaming platform with Instaclustr's Managed Kafka. Apache Kafka is the leading streaming and queuing technology for large-scale, always-on applications. Instaclustr's Managed Service for Apache Kafka is the best way to run Kafka in the cloud, providing you a production ready and fully supported Apache Kafka cluster in minutes. Reviewers say compared to Aiven for Apache Kafka, Instaclustr Managed Kafka is: - Easier to set up - More usable - Easier to admin Categories in common with Aiven for Apache Kafka: [Event Stream Processing](https://www.g2.com/categories/event-stream-processing) **Compare:** [Aiven for Apache Kafka vs Instaclustr Managed Kafka](https://www.g2.com/compare/aiven-for-apache-kafka-vs-instaclustr-managed-kafka) **Compare Instaclustr Managed Kafka with other alternatives:** - [Instaclustr Managed Kafka vs Confluent](https://www.g2.com/compare/confluent-vs-instaclustr-managed-kafka) - [Instaclustr Managed Kafka vs Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-instaclustr-managed-kafka) - [Instaclustr Managed Kafka vs Lenses](https://www.g2.com/compare/instaclustr-managed-kafka-vs-lenses) - [Instaclustr Managed Kafka vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-instaclustr-managed-kafka) - [Instaclustr Managed Kafka vs SAS Viya](https://www.g2.com/compare/instaclustr-managed-kafka-vs-sas-sas-viya) - [Instaclustr Managed Kafka vs Apache Kafka](https://www.g2.com/compare/apache-kafka-vs-instaclustr-managed-kafka) - [Instaclustr Managed Kafka vs Tray.ai](https://www.g2.com/compare/instaclustr-managed-kafka-vs-tray-ai) - [Instaclustr Managed Kafka vs IBM StreamSets](https://www.g2.com/compare/ibm-streamsets-vs-instaclustr-managed-kafka) - [Instaclustr Managed Kafka vs Spark Streaming](https://www.g2.com/compare/instaclustr-managed-kafka-vs-spark-streaming) ### 6. [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) By SAS Institute Inc. **Average Rating:** 4.3/5 **Total Reviews:** 801 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 Aiven for Apache Kafka, SAS Viya is: - Slower to reach roi - More expensive - Better at meeting requirements Categories in common with Aiven for Apache Kafka: [Event Stream Processing](https://www.g2.com/categories/event-stream-processing) **Compare:** [Aiven for Apache Kafka vs SAS Viya](https://www.g2.com/compare/aiven-for-apache-kafka-vs-sas-sas-viya) **Compare SAS Viya with other alternatives:** - [SAS Viya vs Confluent](https://www.g2.com/compare/confluent-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) - [SAS Viya vs Lenses](https://www.g2.com/compare/lenses-vs-sas-sas-viya) - [SAS Viya vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-sas-sas-viya) - [SAS Viya vs Instaclustr Managed Kafka](https://www.g2.com/compare/instaclustr-managed-kafka-vs-sas-sas-viya) - [SAS Viya vs Apache Kafka](https://www.g2.com/compare/apache-kafka-vs-sas-sas-viya) - [SAS Viya vs Tray.ai](https://www.g2.com/compare/sas-sas-viya-vs-tray-ai) - [SAS Viya vs IBM StreamSets](https://www.g2.com/compare/ibm-streamsets-vs-sas-sas-viya) - [SAS Viya vs Spark Streaming](https://www.g2.com/compare/sas-sas-viya-vs-spark-streaming) ### 7. [Apache Kafka](https://www.g2.com/products/apache-kafka/reviews) By The Apache Software Foundation **Average Rating:** 4.5/5 **Total Reviews:** 131 Apache Kafka is an open-source distributed event streaming platform developed by the Apache Software Foundation. It is designed to handle real-time data feeds with high throughput and low latency, making it ideal for building data pipelines, streaming analytics, and integrating data across various systems. Kafka enables organizations to publish, store, and process streams of records in a fault-tolerant and scalable manner, supporting mission-critical applications across diverse industries. Key Features and Functionality: - High Throughput and Low Latency: Kafka delivers messages at network-limited throughput with latencies as low as 2 milliseconds, ensuring efficient data processing. - Scalability: It can scale production clusters up to thousands of brokers, handling trillions of messages per day and petabytes of data, while elastically expanding and contracting storage and processing capabilities. - Durable Storage: Kafka stores streams of data safely in a distributed, durable, and fault-tolerant cluster, ensuring data integrity and availability. - High Availability: The platform supports efficient stretching of clusters over availability zones and connects separate clusters across geographic regions, enhancing resilience. - Stream Processing: Kafka provides built-in stream processing capabilities through the Kafka Streams API, allowing for operations like joins, aggregations, filters, and transformations with event-time processing and exactly-once semantics. - Connectivity: With Kafka Connect, it integrates seamlessly with hundreds of event sources and sinks, including databases, messaging systems, and cloud storage services. Primary Value and Solutions Provided: Apache Kafka addresses the challenges of managing real-time data streams by offering a unified platform that combines messaging, storage, and stream processing. It enables organizations to: - Build Real-Time Data Pipelines: Facilitate the continuous flow of data between systems, ensuring timely and reliable data delivery. - Implement Streaming Analytics: Analyze and process data streams in real-time, allowing for immediate insights and actions. - Ensure Data Integration: Seamlessly connect various data sources and sinks, promoting a cohesive data ecosystem. - Support Mission-Critical Applications: Provide a robust and fault-tolerant infrastructure capable of handling high-volume and high-velocity data, essential for critical business operations. By leveraging Kafka's capabilities, organizations can modernize their data architectures, enhance operational efficiency, and drive innovation through real-time data processing and analytics. Reviewers say compared to Aiven for Apache Kafka, Apache Kafka is: - Better at meeting requirements - More usable Categories in common with Aiven for Apache Kafka: [Event Stream Processing](https://www.g2.com/categories/event-stream-processing) **Compare:** [Aiven for Apache Kafka vs Apache Kafka](https://www.g2.com/compare/aiven-for-apache-kafka-vs-apache-kafka) **Compare Apache Kafka with other alternatives:** - [Apache Kafka vs Confluent](https://www.g2.com/compare/apache-kafka-vs-confluent) - [Apache Kafka vs Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/compare/amazon-managed-streaming-for-apache-kafka-amazon-msk-vs-apache-kafka) - [Apache Kafka vs Lenses](https://www.g2.com/compare/apache-kafka-vs-lenses) - [Apache Kafka vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-apache-kafka) - [Apache Kafka vs Instaclustr Managed Kafka](https://www.g2.com/compare/apache-kafka-vs-instaclustr-managed-kafka) - [Apache Kafka vs SAS Viya](https://www.g2.com/compare/apache-kafka-vs-sas-sas-viya) - [Apache Kafka vs Tray.ai](https://www.g2.com/compare/apache-kafka-vs-tray-ai) - [Apache Kafka vs IBM StreamSets](https://www.g2.com/compare/apache-kafka-vs-ibm-streamsets) - [Apache Kafka vs Spark Streaming](https://www.g2.com/compare/apache-kafka-vs-spark-streaming) ### 8. [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 Aiven for Apache Kafka, Tray.ai is: - Easier to admin - Better at meeting requirements - Better at support Categories in common with Aiven for Apache Kafka: [Event Stream Processing](https://www.g2.com/categories/event-stream-processing) **Compare:** [Aiven for Apache Kafka vs Tray.ai](https://www.g2.com/compare/aiven-for-apache-kafka-vs-tray-ai) **Compare Tray.ai with other alternatives:** - [Tray.ai vs Confluent](https://www.g2.com/compare/confluent-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) - [Tray.ai vs Lenses](https://www.g2.com/compare/lenses-vs-tray-ai) - [Tray.ai vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-tray-ai) - [Tray.ai vs Instaclustr Managed Kafka](https://www.g2.com/compare/instaclustr-managed-kafka-vs-tray-ai) - [Tray.ai vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-tray-ai) - [Tray.ai vs Apache Kafka](https://www.g2.com/compare/apache-kafka-vs-tray-ai) - [Tray.ai vs IBM StreamSets](https://www.g2.com/compare/ibm-streamsets-vs-tray-ai) - [Tray.ai vs Spark Streaming](https://www.g2.com/compare/spark-streaming-vs-tray-ai) ### 9. [IBM StreamSets](https://www.g2.com/products/ibm-streamsets/reviews) By IBM **Average Rating:** 4.0/5 **Total Reviews:** 117 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 Aiven for Apache Kafka, IBM StreamSets is: - Slower to reach roi - More expensive Categories in common with Aiven for Apache Kafka: [Event Stream Processing](https://www.g2.com/categories/event-stream-processing) **Compare:** [Aiven for Apache Kafka vs IBM StreamSets](https://www.g2.com/compare/aiven-for-apache-kafka-vs-ibm-streamsets) **Compare IBM StreamSets with other alternatives:** - [IBM StreamSets vs Confluent](https://www.g2.com/compare/confluent-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) - [IBM StreamSets vs Lenses](https://www.g2.com/compare/ibm-streamsets-vs-lenses) - [IBM StreamSets vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-ibm-streamsets) - [IBM StreamSets vs Instaclustr Managed Kafka](https://www.g2.com/compare/ibm-streamsets-vs-instaclustr-managed-kafka) - [IBM StreamSets vs SAS Viya](https://www.g2.com/compare/ibm-streamsets-vs-sas-sas-viya) - [IBM StreamSets vs Apache Kafka](https://www.g2.com/compare/apache-kafka-vs-ibm-streamsets) - [IBM StreamSets vs Tray.ai](https://www.g2.com/compare/ibm-streamsets-vs-tray-ai) - [IBM StreamSets vs Spark Streaming](https://www.g2.com/compare/ibm-streamsets-vs-spark-streaming) ### 10. [Spark Streaming](https://www.g2.com/products/spark-streaming/reviews) By The Apache Software Foundation **Average Rating:** 4.2/5 **Total Reviews:** 40 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. Reviewers say compared to Aiven for Apache Kafka, Spark Streaming is: - Slower to reach roi - Better at meeting requirements - More expensive Categories in common with Aiven for Apache Kafka: [Event Stream Processing](https://www.g2.com/categories/event-stream-processing) **Compare:** [Aiven for Apache Kafka vs Spark Streaming](https://www.g2.com/compare/aiven-for-apache-kafka-vs-spark-streaming) **Compare Spark Streaming with other alternatives:** - [Spark Streaming vs Confluent](https://www.g2.com/compare/confluent-vs-spark-streaming) - [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) - [Spark Streaming vs Lenses](https://www.g2.com/compare/lenses-vs-spark-streaming) - [Spark Streaming vs Amazon Kinesis Data Streams](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-spark-streaming) - [Spark Streaming vs Instaclustr Managed Kafka](https://www.g2.com/compare/instaclustr-managed-kafka-vs-spark-streaming) - [Spark Streaming vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-spark-streaming) - [Spark Streaming vs Apache Kafka](https://www.g2.com/compare/apache-kafka-vs-spark-streaming) - [Spark Streaming vs Tray.ai](https://www.g2.com/compare/spark-streaming-vs-tray-ai) - [Spark Streaming vs IBM StreamSets](https://www.g2.com/compare/ibm-streamsets-vs-spark-streaming) ## Explore Articles - [Best pricing management tools for my app business](https://www.g2.com/discussions/best-pricing-management-tools-for-my-app-business) - [Top tools for tracking container performance](https://www.g2.com/discussions/top-tools-for-tracking-container-performance) - [Which solution supports multi-language video subtitles?](https://www.g2.com/discussions/which-solution-supports-multi-language-video-subtitles) - [What are the best platforms for managing digital brand guidelines?](https://www.g2.com/discussions/what-are-the-best-platforms-for-managing-digital-brand-guidelines) - [Best Time Tracking Software](https://www.g2.com/discussions/what-is-the-best-time-tracking-software-in-your-opinion) - [What is the highest-rated equity management software most reliable by CFOs managing cap tables at scale?](https://www.g2.com/discussions/what-is-the-highest-rated-equity-management-software-most-reliable-by-cfos-managing-cap-tables-at-scale) ## Spotlight Categories - [Email Marketing Software](https://www.g2.com/categories/email-marketing) - [Chatbots Software](https://www.g2.com/categories/chatbots) - [Board Management Software](https://www.g2.com/categories/board-management)