Alternatives to Tinyedge

Inference is the primary workload, not an add-on. An inference-first runtime built on Zephyr RTOS for MCUs with NPUs.

Full-stack edge AI solutions enabling on-device AI inference with integrated hardware and software.

Velaura AI develops ultra-low power silicon and software technologies for AI infrastructure, focusing on energy efficiency for data centers and physical AI applications.

Develops low-energy AI processors with spatial dataflow architecture for extended device operation.

Develops advanced humanoid and quadruped robots with onboard AI for consumer and industrial applications.

Expedera provides scalable Neural Processing Unit (NPU) semiconductor IP for edge AI inference.

Fabless semiconductor company designing and licensing graphics IP for embedded systems.

AI computing company providing programmable edge AI hardware and software solutions.

AI chip startup focused on energy-efficient inference acceleration, acquired by AMD.

Designs and manufactures ultra-low power microcontrollers and processors for IoT and wearable devices.

AI vision software for embedded processors, enabling high accuracy with minimal resources.

Breakthrough speaker-in-chip technology for ultra-compact, high-quality audio experiences.

Develops AI chips for edge computing, enabling AI processing on devices.

AI chipmaker

Privacy-first, cloud-free AI for smart glasses.

Canadian fabless semiconductor company specializing in low-power analog AI compute-in-memory chip technology for edge devices.

Logarithmic computing for AI inference.

Oculi is a provider of AI-based sensor processors.

Reduces computer-vision AI cost and power consumption for edge and cloud deployments.

Develops power-efficient AI processors for automotive ADAS and connected devices.

Designs and manufactures ultra-low power microcontrollers and SoCs for IoT and wearable devices.

Pioneering on-device AI for cameras, enabling intelligent features on edge devices.

Hyperedgeai provides an AI-powered platform for optimizing edge AI deployments and managing AI models at the edge.

Edgecortix develops AI-powered hardware accelerators for efficient edge AI inference.

Marvell Technology is a global leader in data infrastructure semiconductor solutions, enabling the movement, processing, storing, and securing of the world's data.

Hailo develops AI processors for edge devices, enabling on-device generative AI.

Pioneers edge AI with neuromorphic computing, offering complete AI solutions from silicon to software.

Developing the Omni Processing Unit (OPU) that unifies CPU, GPU, memory, and connectivity for AI workloads.

A leading semiconductor manufacturer providing advanced chip manufacturing services.

Groq develops a high-performance AI inference chip and compiler for ultra-low latency AI applications.

Designs and licenses RISC-V based custom processor cores and IP for diverse applications.

Neuromorphic AI computing hardware designed for ultra-efficient, brain-inspired computation.

Edge AI company focused on saving lives with intelligent computer vision systems.

Qualcomm is a global leader in wireless technology innovation, developing and commercializing foundational technologies for mobile and other industries.

Developing an AI chip with integrated optical components for faster and more efficient AI inference.

Developer of high-performance RISC-V CPU cores and chiplets for data centers and AI.

Develops ultra-low-power AI chips for real-time deep neural network inference on edge devices.

Develops and manufactures intelligent autograde LWIR thermal imaging cameras for ADAS and AV.

Ouster provides digital lidar sensors and AI vision for automation, drones, and robotics.

Designs high-performance AI processors and RISC-V based compute solutions.

d-Matrix develops high-performance AI compute platforms and chips designed for efficient inference of large language models and generative AI workloads.

Develops high-performance AI accelerators and computing solutions for intelligent data centers and edge devices.

AI computing innovator revolutionizing edge computing solutions with programmable processors and software platforms.

Touch develops advanced semiconductor solutions for immersive and interactive experiences.

Develops artificial perception technology for mobile robots to navigate complex environments autonomously.

Edgify enables deep learning model training directly on edge devices, eliminating data extraction and network costs for real-time AI decisions.

Helsing is a European defense AI company building software and autonomous systems to process sensor data, automate battlefield decision-making, and power autonomous strike drones for democratic governments.

Inuitive is a fabless semiconductor company developing multi-core vision processors for 3D imaging and computer vision applications.

Software-based inference accelerator to improve deep learning performance on existing hardware.

AI-powered software ISP for next-generation camera image quality.

Intent HQ provides a privacy-first Mobile Customer Engagement Solution for hyper-personalized marketing using on-phone data.

Vision-based perception systems for robotics and industrial applications.

Edge AI solutions powered by an optimized ML inference engine for low-power CPUs.

AI chipmaker

Developing ultra-low power non-volatile memory technologies for AI, data centers, and edge computing.

Developing highly efficient, compact AI models for edge devices and resource-constrained environments.

On-premise AI infrastructure for regulated industries, ensuring data control, security, and compliance.

Developing Beam Weaver, a next-generation 3D radar-on-a-chip for enhanced vehicle safety and intelligence.