Compare Arroyo vs. Astarte in 2026

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Description

Scale from zero to millions of events per second effortlessly. Arroyo is delivered as a single, compact binary, allowing for local development on MacOS or Linux, and seamless deployment to production environments using Docker or Kubernetes. As a pioneering stream processing engine, Arroyo has been specifically designed to simplify real-time processing, making it more accessible than traditional batch processing. Its architecture empowers anyone with SQL knowledge to create dependable, efficient, and accurate streaming pipelines. Data scientists and engineers can independently develop comprehensive real-time applications, models, and dashboards without needing a specialized team of streaming professionals. By employing SQL, users can transform, filter, aggregate, and join data streams, all while achieving sub-second response times. Your streaming pipelines should remain stable and not trigger alerts simply because Kubernetes has chosen to reschedule your pods. Built for modern, elastic cloud infrastructures, Arroyo supports everything from straightforward container runtimes like Fargate to complex, distributed setups on Kubernetes, ensuring versatility and robust performance across various environments. This innovative approach to stream processing significantly enhances the ability to manage data flows in real-time applications.

Description

The Data Orchestration Platform enables the transformation of your IoT data into a comprehensive AI environment, allowing for the seamless processing of thousands of AI pipelines and the capability to scale up to millions of devices. It's time to harness the power of your data and elevate your IoT project to new heights with Astarte Flow: Your AI Environment. This platform serves as the central hub for integrating your AI pipelines and data science tasks within your IoT application. Experience the advantages of a cloud-native solution without the burden of DevOps, as Astarte handles Kubernetes management on your behalf. Embrace cutting-edge cloud technologies without needing any specific domain expertise. With its commitment to open-source principles, Astarte utilizes established, open, and standard protocols and technologies. It stands out as the preferred platform for your AI and IoT initiatives, efficiently managing and processing your IoT and context data while seamlessly handling everything in between—from data collection to deployment. By leveraging Astarte, you can unlock the full potential of your IoT ecosystem, ensuring a more effective and innovative approach to data utilization.