RunMat vs. WebLLM Comparison


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About RunMat (by Dystr) is a fast, free, open-source alternative for running MATLAB code. Users can run their existing .m files with complete MATLAB language grammar and core semantics. No license fees, no lock-in. 300+ built-in functions supported. RunMat is built with a modern Rust runtime featuring a tiered execution model: an interpreter (Ignition) for instant 5ms startup and a JIT compiler (Turbine/Cranelift) for hot paths. GPU acceleration is automatic via a fusion engine that detects elementwise operation chains and dispatches them as optimized GPU kernels across NVIDIA, AMD, Apple Silicon, and Intel GPUs through Metal, DirectX 12, Vulkan, and WebGPU. Up to 131x faster than NumPy and 7x faster than PyTorch on dense numerical workloads. Runs everywhere: CLI, NPM package, Homebrew, Jupyter kernel, or instantly in the browser via WebAssembly + WebGPU. Single portable binary. MIT licensed.	About WebLLM is a high-performance, in-browser language model inference engine that leverages WebGPU for hardware acceleration, enabling powerful LLM operations directly within web browsers without server-side processing. It offers full OpenAI API compatibility, allowing seamless integration with functionalities such as JSON mode, function-calling, and streaming. WebLLM natively supports a range of models, including Llama, Phi, Gemma, RedPajama, Mistral, and Qwen, making it versatile for various AI tasks. Users can easily integrate and deploy custom models in MLC format, adapting WebLLM to specific needs and scenarios. The platform facilitates plug-and-play integration through package managers like NPM and Yarn, or directly via CDN, complemented by comprehensive examples and a modular design for connecting with UI components. It supports streaming chat completions for real-time output generation, enhancing interactive applications like chatbots and virtual assistants.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Engineers, Scientists, Researchers	Audience Developers seeking a tool to implement high-performance, in-browser language model inference without relying on server-side processing
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $0 Free, Open Source. MIT licensed runtime with no seat limits. Cloud plans available for collaboration and team features. Free Version Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information RunMat Founded: 2022 United States runmat.com	Company Information WebLLM webllm.mlc.ai/
Alternatives Rio Terminal	Alternatives kluster.ai
MATLAB The MathWorks	Macyou Macyou LLC
Google Cloud Deep Learning VM Image Google	OpenLLaMA
TypeGPU Software Mansion	Second State
YAKINDU Model Viewer itemis AG View All	oMLX View All
Categories Computer-Aided Engineering (CAE) Supported	Categories AI Inference Supported AI Tools Supported
Show More Features Computer-Aided Engineering (CAE) Features CAD/CAM Compatibility Not Supported Finite Element Analysis Not Supported Fluid Dynamics Supported Import / Export Files Supported Integrated 3D Modeling Not Supported Manufacturing Process Simulation Supported Mechanical Event Simulation Supported Multibody Dynamics Not Supported Thermal Analysis Supported
Integrations npm Supported Alpaca Not Supported Gemma Not Supported GitHub Supported Llama 3 Not Supported Llama 3.1 Not Supported Llama 3.2 Not Supported Llama 3.3 Not Supported MATLAB Supported Mathstral Not Supported Ministral 3B Not Supported Mistral AI Not Supported Mistral Large Not Supported Mixtral 8x22B Not Supported OpenAI Not Supported Phi-3 Not Supported Qwen Not Supported RedPajama Not Supported Vicuna Not Supported Yarn Not Supported Show More Integrations View All 4 Integrations	Integrations npm Supported Alpaca Supported Gemma Supported GitHub Not Supported Llama 3 Supported Llama 3.1 Supported Llama 3.2 Supported Llama 3.3 Supported MATLAB Not Supported Mathstral Supported Ministral 3B Supported Mistral AI Supported Mistral Large Supported Mixtral 8x22B Supported OpenAI Supported Phi-3 Supported Qwen Supported RedPajama Supported Vicuna Supported Yarn Supported Show More Integrations View All 31 Integrations
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