Stream Analytics Software
Alternatives to Arroyo
The tools Specifiction weighs against Arroyo, from its list of stream analytics software, each with its plans, platforms and spec score.
- 01 Apache Druid
Druid suits teams building user-facing analytics or working with streaming data, low-latency queries and ad hoc exploration.
Free plan Web · macOS · Linux · API9.0 Visit Specs - 02 Estuary
Estuary is aimed at enterprises that need control over data cost, latency, and deployment.
From $0.50/mo Free plan Web · Windows · macOS · Linux9.0 Visit Specs - 03 Esper
Esper suits Java and .NET developers embedding event processing into applications that analyze streams and time-based conditions.
Free plan Open source Windows · macOS · Linux · API8.7 Visit Specs - 04
Confluent Cloud It suits teams building streaming or event-driven systems, analytics pipelines, or AI/ML use cases.
From $385/mo Free plan Web · Linux · API8.4 Visit Specs - 05
Apache Pinot Apache Pinot suits teams building real-time analytics or user-facing applications with streaming and batch data.
Free plan Web · API · Self-hosted8.2 Visit Specs - 06
Apache Spark It suits teams and developers processing batch or streaming data with distributed SQL, machine learning, or supported language APIs.
Free plan Windows · macOS · Linux · API8.2 Visit Specs - 07
Apache Flink Flink suits developers building stateful streaming, batch analytics or ETL systems in self-hosted clusters.
Free plan Linux · API · Self-hosted8.1 Visit Specs - 08 Apache Storm
Apache Storm suits developers and operators building distributed stream computations, including analytics, ETL, and online machine-learning workloads.
Free plan Web · Windows · macOS · Linux8.1 Visit Specs - 09
Decodable Decodable suits data engineers, application developers, and data scientists building real-time applications and services.
From $0.01/mo Free plan Web · API · Self-hosted8.1 Visit Specs - 10 Lenses
Lenses suits teams operating Kafka environments who need SQL-based data discovery and stream preparation, and organizations working across cloud, on-premises, or hybrid deployments.
From $0.33/mo Free plan Web · Windows · macOS · Linux8.1 Visit Specs - 11
Materialize Materialize may suit app or AI-agent builders who need SQL views that update as source data changes.
From $0.13/mo Free plan Web · Linux · API · Self-hosted8.1 Visit Specs - 12
RisingWave RisingWave suits teams building SQL-based streaming data pipelines that need PostgreSQL client compatibility and incremental materialized views.
From $0.23/mo Free trial Web · macOS · Linux · API8.0 Visit Specs - 13
Apache Samza It suits developers building stateful or stateless real-time applications from multiple event sources.
Free plan Linux · API · Self-hosted7.9 Visit Specs - 14 Kafka Streams
Kafka Streams suits developers building Java or Scala applications and microservices that process Kafka data.
Free plan Windows · macOS · Linux · Self-hosted7.9 Visit Specs - 15 Timeplus
Timeplus is designed for data engineers and platform teams processing streaming and historical data with streaming SQL.
From $199/mo Free plan Web · Windows · macOS · Linux7.8 Visit Specs - 16
Amazon Managed Service for Apache Flink Web · API7.5 Visit Specs - 17 Pathway Live Data Framework
It suits teams building Python or SQL analytics, ETL, or AI pipelines that must combine batch and live data.
Free plan API · Self-hosted7.5 Visit Specs - 18
Tinybird Cloud It suits software teams building low-latency analytics or real-time production features with managed ClickHouse and API delivery.
From $49/mo Free plan Web · API7.5 Visit Specs - 19 Quix Streams Free plan Linux · Self-hosted7.4 Visit Specs
- 20 Siddhi Windows · macOS · Linux · API7.4 Visit Specs
- 21
Ververica Platform It is intended for enterprise production workloads, including critical applications that need stream processing and governance.
Free plan Web · API · Self-hosted7.2 Visit Specs - 22 Alibaba Cloud Realtime Compute for Apache Flink Web6.6 Visit Specs
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Azure Stream Analytics Web6.1 Visit Specs - 24 Google Cloud Dataflow Web5.6 Visit Specs
- 25 TIBCO Streaming Web · Windows · macOS · Linux5.5 Visit Specs