How Torizon and Memfault differ on target hardware, rollback, deployment and cost.
| Torizon | Memfault | |
|---|---|---|
| Type | Vendor platform | MCU observability + OTA |
| Targets | Embedded Linux (Toradex SoMs) | MCU + embedded Linux |
| Deployment | SaaS (Torizon Cloud) | SaaS |
| Rollback | OSTree atomic updates with automatic rollback | Cohort-based staged rollout; halt on crash-rate regression |
| How it works | Torizon OS is a free, long-term-supported Linux for Toradex system-on-modules, with containers for applications and OSTree for the base system. Torizon Cloud adds fleet management, remote access and monitoring as a paid subscription on top. | Devices upload coredumps, metrics and reboot reasons. Releases go to cohorts, and the crash signal tells you whether to continue or stop — which is the part every other platform leaves to you. OTA is one feature of an observability product, not the whole product. |
| Pricing* | OS free; Cloud subscription | Free to 10 dev devices; from $3,495/mo |
| Free tier | Yes | Yes |
| Open source | Torizon OS (open) | Firmware SDK (Apache-2.0) |
| Best for | Products already built on Toradex modules | Teams who need to know why devices fail |
Choose Torizon for products already built on toradex modules. Choose Memfault for teams who need to know why devices fail.
* Published list pricing (vendor pricing pages, August 2026).