CUDA alternatives in 2026: 24 tools like CUDA

Closest: Compute & Hardware

Apple MLX

Array framework for Apple Silicon ML research

Curated

0 use thisCompare with CUDA
Cerebras WSE

Wafer-scale AI processor and CS systems for LLM training and inference

CuratedWeb

0 use thisCompare with CUDA
Etched

Chip company co-designing chips, racks, and software for AI inference

Curated

0 use thisCompare with CUDA
Groq LPU

Groq's Language Processing Unit chip for low-latency LLM inference

CuratedWeb

0 use thisCompare with CUDA
ROCm

AMD's open software platform for GPU computing

Curated

0 use thisCompare with CUDA
Tenstorrent

AI hardware with open-source software stack

Curated

0 use thisCompare with CUDA

More in Inference & Compute

Ollama

Run local LLMs (Llama, Qwen, Gemma, and more) with a single command

CuratedLinuxMacWindows

2 use thisCompare with CUDA
llama.cpp

Open-source LLM inference in C/C++, plus the Llama app for your desktop

CuratedLinuxMacWindows

1 use thisCompare with CUDA
Akash Network

Decentralized cloud compute marketplace for AI workloads on GPU nodes

Curated

0 use thisCompare with CUDA
AWS SageMaker

Amazon's fully managed ML platform

CuratedWeb

0 use thisCompare with CUDA
Azure ML

Microsoft Azure's cloud ML service

Curated

0 use thisCompare with CUDA
Baseten

Inference platform for deploying and scaling AI models

Curated

0 use thisCompare with CUDA
Cloudflare AI

Serverless AI inference on Cloudflare's global network (Workers AI)

CuratedWeb

0 use thisCompare with CUDA
CoreWeave

GPU-accelerated cloud for AI/ML workloads

CuratedWeb

0 use thisCompare with CUDA
Crusoe

AI infrastructure and GPU cloud provider

Curated

0 use thisCompare with CUDA
Databricks

Unified data analytics and AI platform

CuratedWeb

0 use thisCompare with CUDA
Fireworks AI

Inference platform and API for running open-source models

CuratedWeb

0 use thisCompare with CUDA
Google Vertex AI

Google Cloud's unified ML platform

CuratedWeb

0 use thisCompare with CUDA
Heurist

Agentic finance research platform with AI agents and onchain data

Curated

0 use thisCompare with CUDA
Hot Aisle

AMD GPU cloud: MI300X and MI355X VMs and bare metal in under a minute

CuratedWeb

0 use thisCompare with CUDA
Lambda

GPU cloud for AI training and inference

Curated

0 use thisCompare with CUDA
Nebius

AI cloud with GPU clusters and Token Factory managed inference

CuratedWeb

0 use thisCompare with CUDA
RunPod

Developer-focused GPU cloud for training, inference, and serverless AI

Curated

0 use thisCompare with CUDA
SambaNova

Full-stack AI platform with custom RDU chips for fast inference at scale

Curated

0 use thisCompare with CUDA

Questions

What are the closest alternatives to CUDA?

Apple MLX, Cerebras WSE and Etched sit on the same sub-line as CUDA (Compute & Hardware) on AI Landscape, with 3 more.

How are these alternatives chosen?

They are the other products on the Inference & Compute stop of the map: curated products first, the ones on CUDA's sub-line before the rest, then by name until members have marked enough of them.