Alternatives to Spectral Compute

Industry-leading AI infrastructure for ultra-fast AI inference and training powered by Wafer-Scale Engines.

OctoML (now OctoAI) is an AI company focused on optimizing and deploying generative AI models.

Etched is building the hardware for superintelligence by burning the transformer architecture into their chips.

AI infrastructure startup developing memory-dense servers to overcome the 'memory wall' in AI.

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

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

A leading semiconductor manufacturer providing advanced chip manufacturing services.

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

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

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

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

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

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

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

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.

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

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

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

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

Touch develops advanced semiconductor solutions for immersive and interactive experiences.

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

AI chipmaker

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

Oculi is a provider of AI-based sensor processors.

Logarithmic computing for AI inference.

AI chipmaker

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

TYLsemi is a chiplet-first silicon company focused on AI infrastructure, delivering production-ready chiplets for connectivity, power, and efficiency to accelerate custom AI accelerator design.

Rebellions is a South Korean fabless semiconductor startup designing high-performance AI chips for data centers and edge devices.

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

Semiconductor startup designing AI-as-a-Service infrastructure for cloud, edge, and fog.

FMC develops advanced, energy-efficient memory chips for AI applications.

nEye Systems develops optical circuit switches to eliminate bottlenecks in AI data center infrastructure.

A semiconductor company focused on AI chips.

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

AI chip company developing specialized hardware for edge AI inference.

OpenAI is an AI research and deployment company dedicated to ensuring that artificial general intelligence benefits all of humanity.

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

Global technology company renowned for its GPUs, SoCs, and APIs, driving advancements in AI, gaming, and high-performance computing.

Cambricon designs and develops AI chips and solutions for various applications.

AI software company optimizing deep learning models for edge devices.

The compiler, kernel, and runtime stack between physical-AI workloads and heterogeneous silicon for faster world-model serving.

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

Provides high-performance computing infrastructure and software for training and deploying large AI models.

Global leader in autonomous driving technology and ADAS chips, providing vision-based sensing and AI software for vehicles worldwide.

Designs, manufactures, and sells computer components, primarily microprocessors and chipsets.

Memories.ai is an AI-powered visual memory platform that analyzes video content to extract meaningful insights, building the foundational visual memory layer for AI to see, remember, and understand video.

A UK-based AI infrastructure startup building open, modular, and performant AI compute to challenge Silicon Valley's hardware monoculture.

Leading semiconductor manufacturer designing and producing microprocessors for computing devices.

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

Provides high-performance computing infrastructure for AI/ML workloads.

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

Impala AI provides an inference engine for enterprises to scale AI efficiently and affordably.

Building a fault-tolerant quantum computer using photonics and silicon manufacturing.

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

Develops optical chips and software for AI computing, accelerating computations with light.