# Top 10 Google Edge TPU Alternatives & Competitors **Average Rating:** 4.3/5 **Total Number of Reviews:** 3 Research alternative solutions to Google Edge TPU on G2, with real user reviews on competing tools. Other important factors to consider when researching alternatives to Google Edge TPU include reliability and ease of use. The best overall Google Edge TPU alternative is Portainer. Other similar apps like Google Edge TPU are SUSE Rancher, AWS Greengrass, Azure IoT Edge, and TagoIO. Google Edge TPU alternatives can be found in [IoT Edge Platforms](https://www.g2.com/categories/iot-edge-platforms) but may also be in [Container Management Software](https://www.g2.com/categories/container-management) or [IoT Analytics Platforms](https://www.g2.com/categories/iot-analytics-platforms). ## Best Paid & Free Alternatives to Google Edge TPU - [Portainer](https://www.g2.com/products/portainer/reviews) - [SUSE Rancher](https://www.g2.com/products/suse-rancher/reviews) - [AWS Greengrass](https://www.g2.com/products/aws-greengrass/reviews) - [Azure IoT Edge](https://www.g2.com/products/azure-iot-edge/reviews) - [TagoIO](https://www.g2.com/products/tagoio/reviews) - [AWS Snowball](https://www.g2.com/products/aws-snowball/reviews) - [IBM Edge Application Manager](https://www.g2.com/products/ibm-edge-application-manager/reviews) - [Rayven](https://www.g2.com/products/rayven/reviews) - [SAS Analytics for IoT](https://www.g2.com/products/sas-analytics-for-iot/reviews) - [Cumulocity](https://www.g2.com/products/cumulocity/reviews) ## Top 10 Alternatives to Google Edge TPU Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how Google Edge TPU stacks up to the competition, check reviews from current & previous users in industries like Food & Beverages, Industrial Automation, and Information Technology and Services, and find the best product for your business. ### 1. [Portainer](https://www.g2.com/products/portainer/reviews) By Portainer **Average Rating:** 4.8/5 **Total Reviews:** 296 Portainer is a universal container management platform to deploy, configure, troubleshoot, and secure containerized applications across cloud, data center, edge, and Industrial IoT use cases. Portainer is trusted by customers across various industries, including financial services, information technology, manufacturing, energy, automotive, and healthcare, to simplify container adoption securely and with exceptional speed. Portainer offers the perfect blend of infrastructure versatility, self-service freedom, and compliance guardrails to deliver containerized applications in a way that suits every part of the organization. Portainer provides extensive support for container orchestrators across every deployment scenario and helps bridge the knowledge gap within every organization. Categories in common with Google Edge TPU: [IoT Edge Platforms](https://www.g2.com/categories/iot-edge-platforms) **Compare:** [Google Edge TPU vs Portainer](https://www.g2.com/compare/google-edge-tpu-vs-portainer) **Compare Portainer with other alternatives:** - [Portainer vs SUSE Rancher](https://www.g2.com/compare/portainer-vs-suse-rancher) - [Portainer vs AWS Greengrass](https://www.g2.com/compare/aws-greengrass-vs-portainer) - [Portainer vs Azure IoT Edge](https://www.g2.com/compare/azure-iot-edge-vs-portainer) - [Portainer vs TagoIO](https://www.g2.com/compare/portainer-vs-tagoio) - [Portainer vs AWS Snowball](https://www.g2.com/compare/aws-snowball-vs-portainer) - [Portainer vs IBM Edge Application Manager](https://www.g2.com/compare/ibm-edge-application-manager-vs-portainer) - [Portainer vs Rayven](https://www.g2.com/compare/portainer-vs-rayven) - [Portainer vs SAS Analytics for IoT](https://www.g2.com/compare/portainer-vs-sas-analytics-for-iot) - [Portainer vs Cumulocity](https://www.g2.com/compare/cumulocity-vs-portainer) ### 2. [SUSE Rancher](https://www.g2.com/products/suse-rancher/reviews) By SUSE **Average Rating:** 4.4/5 **Total Reviews:** 151 Rancher is an open-source platform for managing containers that provides a full set of infrastructure services for containers, including networking, storage services, host management and load balancing, work across any infrastructure, and make it simple to reliably deploy and manage applications. Categories in common with Google Edge TPU: [IoT Edge Platforms](https://www.g2.com/categories/iot-edge-platforms) **Compare:** [Google Edge TPU vs SUSE Rancher](https://www.g2.com/compare/google-edge-tpu-vs-suse-rancher) **Compare SUSE Rancher with other alternatives:** - [SUSE Rancher vs Portainer](https://www.g2.com/compare/portainer-vs-suse-rancher) - [SUSE Rancher vs AWS Greengrass](https://www.g2.com/compare/aws-greengrass-vs-suse-rancher) - [SUSE Rancher vs Azure IoT Edge](https://www.g2.com/compare/azure-iot-edge-vs-suse-rancher) - [SUSE Rancher vs TagoIO](https://www.g2.com/compare/suse-rancher-vs-tagoio) - [SUSE Rancher vs AWS Snowball](https://www.g2.com/compare/aws-snowball-vs-suse-rancher) - [SUSE Rancher vs IBM Edge Application Manager](https://www.g2.com/compare/ibm-edge-application-manager-vs-suse-rancher) - [SUSE Rancher vs Rayven](https://www.g2.com/compare/rayven-vs-suse-rancher) - [SUSE Rancher vs SAS Analytics for IoT](https://www.g2.com/compare/sas-analytics-for-iot-vs-suse-rancher) - [SUSE Rancher vs Cumulocity](https://www.g2.com/compare/cumulocity-vs-suse-rancher) ### 3. [AWS Greengrass](https://www.g2.com/products/aws-greengrass/reviews) By Amazon Web Services (AWS) **Average Rating:** 4.1/5 **Total Reviews:** 22 AWS Greengrass is software designed to let users run local compute, messaging, data caching, and sync capabilities for connected devices in a secure way. Categories in common with Google Edge TPU: [IoT Edge Platforms](https://www.g2.com/categories/iot-edge-platforms) **Compare:** [Google Edge TPU vs AWS Greengrass](https://www.g2.com/compare/aws-greengrass-vs-google-edge-tpu) **Compare AWS Greengrass with other alternatives:** - [AWS Greengrass vs Portainer](https://www.g2.com/compare/aws-greengrass-vs-portainer) - [AWS Greengrass vs SUSE Rancher](https://www.g2.com/compare/aws-greengrass-vs-suse-rancher) - [AWS Greengrass vs Azure IoT Edge](https://www.g2.com/compare/aws-greengrass-vs-azure-iot-edge) - [AWS Greengrass vs TagoIO](https://www.g2.com/compare/aws-greengrass-vs-tagoio) - [AWS Greengrass vs AWS Snowball](https://www.g2.com/compare/aws-greengrass-vs-aws-snowball) - [AWS Greengrass vs IBM Edge Application Manager](https://www.g2.com/compare/aws-greengrass-vs-ibm-edge-application-manager) - [AWS Greengrass vs Rayven](https://www.g2.com/compare/aws-greengrass-vs-rayven) - [AWS Greengrass vs SAS Analytics for IoT](https://www.g2.com/compare/aws-greengrass-vs-sas-analytics-for-iot) - [AWS Greengrass vs Cumulocity](https://www.g2.com/compare/aws-greengrass-vs-cumulocity) ### 4. [Azure IoT Edge](https://www.g2.com/products/azure-iot-edge/reviews) By Microsoft **Average Rating:** 4.1/5 **Total Reviews:** 12 Azure IoT Edge is a fully managed service that delivers cloud intelligence locally and makes hybrid cloud and Internet of Things (IoT) solutions a reality. Categories in common with Google Edge TPU: [IoT Edge Platforms](https://www.g2.com/categories/iot-edge-platforms) **Compare:** [Google Edge TPU vs Azure IoT Edge](https://www.g2.com/compare/azure-iot-edge-vs-google-edge-tpu) **Compare Azure IoT Edge with other alternatives:** - [Azure IoT Edge vs Portainer](https://www.g2.com/compare/azure-iot-edge-vs-portainer) - [Azure IoT Edge vs SUSE Rancher](https://www.g2.com/compare/azure-iot-edge-vs-suse-rancher) - [Azure IoT Edge vs AWS Greengrass](https://www.g2.com/compare/aws-greengrass-vs-azure-iot-edge) - [Azure IoT Edge vs TagoIO](https://www.g2.com/compare/azure-iot-edge-vs-tagoio) - [Azure IoT Edge vs AWS Snowball](https://www.g2.com/compare/aws-snowball-vs-azure-iot-edge) - [Azure IoT Edge vs IBM Edge Application Manager](https://www.g2.com/compare/azure-iot-edge-vs-ibm-edge-application-manager) - [Azure IoT Edge vs Rayven](https://www.g2.com/compare/azure-iot-edge-vs-rayven) - [Azure IoT Edge vs SAS Analytics for IoT](https://www.g2.com/compare/azure-iot-edge-vs-sas-analytics-for-iot) - [Azure IoT Edge vs Cumulocity](https://www.g2.com/compare/azure-iot-edge-vs-cumulocity) ### 5. [TagoIO](https://www.g2.com/products/tagoio/reviews) By TagoIO **Average Rating:** 4.9/5 **Total Reviews:** 58 Cloud platform for IoT applications. Categories in common with Google Edge TPU: [IoT Edge Platforms](https://www.g2.com/categories/iot-edge-platforms) **Compare:** [Google Edge TPU vs TagoIO](https://www.g2.com/compare/google-edge-tpu-vs-tagoio) **Compare TagoIO with other alternatives:** - [TagoIO vs Portainer](https://www.g2.com/compare/portainer-vs-tagoio) - [TagoIO vs SUSE Rancher](https://www.g2.com/compare/suse-rancher-vs-tagoio) - [TagoIO vs AWS Greengrass](https://www.g2.com/compare/aws-greengrass-vs-tagoio) - [TagoIO vs Azure IoT Edge](https://www.g2.com/compare/azure-iot-edge-vs-tagoio) - [TagoIO vs AWS Snowball](https://www.g2.com/compare/aws-snowball-vs-tagoio) - [TagoIO vs IBM Edge Application Manager](https://www.g2.com/compare/ibm-edge-application-manager-vs-tagoio) - [TagoIO vs Rayven](https://www.g2.com/compare/rayven-vs-tagoio) - [TagoIO vs SAS Analytics for IoT](https://www.g2.com/compare/sas-analytics-for-iot-vs-tagoio) - [TagoIO vs Cumulocity](https://www.g2.com/compare/cumulocity-vs-tagoio) ### 6. [AWS Snowball](https://www.g2.com/products/aws-snowball/reviews) By Amazon Web Services (AWS) **Average Rating:** 4.2/5 **Total Reviews:** 34 Snowball is a petabyte-scale data transport solution that uses secure appliances to transfer large amounts of data into and out of the AWS cloud. Categories in common with Google Edge TPU: [IoT Edge Platforms](https://www.g2.com/categories/iot-edge-platforms) **Compare:** [Google Edge TPU vs AWS Snowball](https://www.g2.com/compare/aws-snowball-vs-google-edge-tpu) **Compare AWS Snowball with other alternatives:** - [AWS Snowball vs Portainer](https://www.g2.com/compare/aws-snowball-vs-portainer) - [AWS Snowball vs SUSE Rancher](https://www.g2.com/compare/aws-snowball-vs-suse-rancher) - [AWS Snowball vs AWS Greengrass](https://www.g2.com/compare/aws-greengrass-vs-aws-snowball) - [AWS Snowball vs Azure IoT Edge](https://www.g2.com/compare/aws-snowball-vs-azure-iot-edge) - [AWS Snowball vs TagoIO](https://www.g2.com/compare/aws-snowball-vs-tagoio) - [AWS Snowball vs IBM Edge Application Manager](https://www.g2.com/compare/aws-snowball-vs-ibm-edge-application-manager) - [AWS Snowball vs Rayven](https://www.g2.com/compare/aws-snowball-vs-rayven) - [AWS Snowball vs SAS Analytics for IoT](https://www.g2.com/compare/aws-snowball-vs-sas-analytics-for-iot) - [AWS Snowball vs Cumulocity](https://www.g2.com/compare/aws-snowball-vs-cumulocity) ### 7. [IBM Edge Application Manager](https://www.g2.com/products/ibm-edge-application-manager/reviews) By IBM **Average Rating:** 4.4/5 **Total Reviews:** 10 IBM Edge Computing is an advanced platform supporting real-time AI, 5G and IoT applications. Deploy and remotely manage these applications more securely — on edge devices, servers and gateways across hybrid, multicloud environments. Unlock joint value spanning telecommunication providers and enterprises. Categories in common with Google Edge TPU: [IoT Edge Platforms](https://www.g2.com/categories/iot-edge-platforms) **Compare:** [Google Edge TPU vs IBM Edge Application Manager](https://www.g2.com/compare/google-edge-tpu-vs-ibm-edge-application-manager) **Compare IBM Edge Application Manager with other alternatives:** - [IBM Edge Application Manager vs Portainer](https://www.g2.com/compare/ibm-edge-application-manager-vs-portainer) - [IBM Edge Application Manager vs SUSE Rancher](https://www.g2.com/compare/ibm-edge-application-manager-vs-suse-rancher) - [IBM Edge Application Manager vs AWS Greengrass](https://www.g2.com/compare/aws-greengrass-vs-ibm-edge-application-manager) - [IBM Edge Application Manager vs Azure IoT Edge](https://www.g2.com/compare/azure-iot-edge-vs-ibm-edge-application-manager) - [IBM Edge Application Manager vs TagoIO](https://www.g2.com/compare/ibm-edge-application-manager-vs-tagoio) - [IBM Edge Application Manager vs AWS Snowball](https://www.g2.com/compare/aws-snowball-vs-ibm-edge-application-manager) - [IBM Edge Application Manager vs Rayven](https://www.g2.com/compare/ibm-edge-application-manager-vs-rayven) - [IBM Edge Application Manager vs SAS Analytics for IoT](https://www.g2.com/compare/ibm-edge-application-manager-vs-sas-analytics-for-iot) - [IBM Edge Application Manager vs Cumulocity](https://www.g2.com/compare/cumulocity-vs-ibm-edge-application-manager) ### 8. [Rayven](https://www.g2.com/products/rayven/reviews) By Rayven **Average Rating:** 4.9/5 **Total Reviews:** 29 No/low/full-code platform for building apps, AI tools + automations. Rayven enables you to integrate systems, unlock data sources, and build custom apps with business-orientated AI capabilities, simply. Categories in common with Google Edge TPU: [IoT Edge Platforms](https://www.g2.com/categories/iot-edge-platforms) **Compare:** [Google Edge TPU vs Rayven](https://www.g2.com/compare/google-edge-tpu-vs-rayven) **Compare Rayven with other alternatives:** - [Rayven vs Portainer](https://www.g2.com/compare/portainer-vs-rayven) - [Rayven vs SUSE Rancher](https://www.g2.com/compare/rayven-vs-suse-rancher) - [Rayven vs AWS Greengrass](https://www.g2.com/compare/aws-greengrass-vs-rayven) - [Rayven vs Azure IoT Edge](https://www.g2.com/compare/azure-iot-edge-vs-rayven) - [Rayven vs TagoIO](https://www.g2.com/compare/rayven-vs-tagoio) - [Rayven vs AWS Snowball](https://www.g2.com/compare/aws-snowball-vs-rayven) - [Rayven vs IBM Edge Application Manager](https://www.g2.com/compare/ibm-edge-application-manager-vs-rayven) - [Rayven vs SAS Analytics for IoT](https://www.g2.com/compare/rayven-vs-sas-analytics-for-iot) - [Rayven vs Cumulocity](https://www.g2.com/compare/cumulocity-vs-rayven) ### 9. [SAS Analytics for IoT](https://www.g2.com/products/sas-analytics-for-iot/reviews) By SAS Institute Inc. **Average Rating:** 4.2/5 **Total Reviews:** 19 SAS Analytics for IoT covers the full IoT analytics life cycle – from data capture and integration to analytics and deployment. Categories in common with Google Edge TPU: [IoT Edge Platforms](https://www.g2.com/categories/iot-edge-platforms) **Compare:** [Google Edge TPU vs SAS Analytics for IoT](https://www.g2.com/compare/google-edge-tpu-vs-sas-analytics-for-iot) **Compare SAS Analytics for IoT with other alternatives:** - [SAS Analytics for IoT vs Portainer](https://www.g2.com/compare/portainer-vs-sas-analytics-for-iot) - [SAS Analytics for IoT vs SUSE Rancher](https://www.g2.com/compare/sas-analytics-for-iot-vs-suse-rancher) - [SAS Analytics for IoT vs AWS Greengrass](https://www.g2.com/compare/aws-greengrass-vs-sas-analytics-for-iot) - [SAS Analytics for IoT vs Azure IoT Edge](https://www.g2.com/compare/azure-iot-edge-vs-sas-analytics-for-iot) - [SAS Analytics for IoT vs TagoIO](https://www.g2.com/compare/sas-analytics-for-iot-vs-tagoio) - [SAS Analytics for IoT vs AWS Snowball](https://www.g2.com/compare/aws-snowball-vs-sas-analytics-for-iot) - [SAS Analytics for IoT vs IBM Edge Application Manager](https://www.g2.com/compare/ibm-edge-application-manager-vs-sas-analytics-for-iot) - [SAS Analytics for IoT vs Rayven](https://www.g2.com/compare/rayven-vs-sas-analytics-for-iot) - [SAS Analytics for IoT vs Cumulocity](https://www.g2.com/compare/cumulocity-vs-sas-analytics-for-iot) ### 10. [Cumulocity](https://www.g2.com/products/cumulocity/reviews) By Cumulocity **Average Rating:** 4.3/5 **Total Reviews:** 13 Cumulocity is the IoT (Internet of Things) / M2M (Machine to Machine) spin off of Nokia Siemens Networks. Categories in common with Google Edge TPU: [IoT Edge Platforms](https://www.g2.com/categories/iot-edge-platforms) **Compare:** [Google Edge TPU vs Cumulocity](https://www.g2.com/compare/cumulocity-vs-google-edge-tpu) **Compare Cumulocity with other alternatives:** - [Cumulocity vs Portainer](https://www.g2.com/compare/cumulocity-vs-portainer) - [Cumulocity vs SUSE Rancher](https://www.g2.com/compare/cumulocity-vs-suse-rancher) - [Cumulocity vs AWS Greengrass](https://www.g2.com/compare/aws-greengrass-vs-cumulocity) - [Cumulocity vs Azure IoT Edge](https://www.g2.com/compare/azure-iot-edge-vs-cumulocity) - [Cumulocity vs TagoIO](https://www.g2.com/compare/cumulocity-vs-tagoio) - [Cumulocity vs AWS Snowball](https://www.g2.com/compare/aws-snowball-vs-cumulocity) - [Cumulocity vs IBM Edge Application Manager](https://www.g2.com/compare/cumulocity-vs-ibm-edge-application-manager) - [Cumulocity vs Rayven](https://www.g2.com/compare/cumulocity-vs-rayven) - [Cumulocity vs SAS Analytics for IoT](https://www.g2.com/compare/cumulocity-vs-sas-analytics-for-iot) ## Explore Articles - [ZoomInfo Competitors](https://www.g2.com/products/zoominfo/competitors/alternatives) - [Which location intelligence software provides predictive modeling features?](https://www.g2.com/discussions/which-location-intelligence-software-provides-predictive-modeling-features) - [Best AI Sales Assistants ](https://www.g2.com/discussions/best-ai-sales-assistants) - [Which vendor provides real-time data synchronization across systems?](https://www.g2.com/discussions/which-vendor-provides-real-time-data-synchronization-across-systems) - [Which solution supports multimedia-rich WhatsApp campaigns?](https://www.g2.com/discussions/which-solution-supports-multimedia-rich-whatsapp-campaigns) - [Best webinar software for small businesses](https://www.g2.com/discussions/best-webinar-software-for-small-business) ## Spotlight Categories - [Outbound Call Tracking Software](https://www.g2.com/categories/outbound-call-tracking) - [Sales Training and Onboarding Software](https://www.g2.com/categories/sales-training-and-onboarding) - [Electronic Data Interchange (EDI) Software](https://www.g2.com/categories/electronic-data-interchange-edi)