Google Cloud Dataflow is a fully managed service for stream and batch processing of data at high scale with low latency.
Pricing is based on usage and resources consumed.
Best AWS IoT Greengrass Alternatives ranked by AI · updated May 2025
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AWS IoT Greengrass seamlessly extends AWS to edge devices so they can act locally on the data they generate, while still using the cloud for management, analytics, and durable storage.
Price: Pay as you go
Top 6 AWS IoT Greengrass alternatives
Losant is an easy-to-use and powerful IoT platform designed to help enterprises create connected solutions.
Custom pricing based on requirements
Apache Storm is a real-time computation system. It makes it easy to process unbounded streams of data.
Open-source
An open-source IoT platform for data collection, processing, visualization, and device management.
Free / Enterprise version available
Apache Edgent is a programming model and micro-kernel style runtime that can be embedded in gateways and small footprint edge devices enabling...
6
BalenaCloud
balena
balenaCloud is a hosted platform for deploying, monitoring, and updating fleets of Linux-based IoT devices running containerized applications. It is designed for...
Pros
- Container-native deployment is simpler than assembling an IoT control plane from cloud primitives
- Atomic updates and rollback reduce the risk of bricking remote devices
- Works across supported single-board computers and industrial hardware
Cons
- Less suitable than general-purpose IoT platforms for complex telemetry analytics and business workflows
- The balenaOS and Docker-based workflow limits hardware and runtime flexibility compared with bare-metal tools
- Paid fleet costs can become significant at larger device counts
Free for up to 10 devices; paid plans available
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