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About

Julia was designed from the beginning for high performance. Julia programs compile to efficient native code for multiple platforms via LLVM. Julia uses multiple dispatch as a paradigm, making it easy to express many object-oriented and functional programming patterns. The talk on the Unreasonable Effectiveness of Multiple Dispatch explains why it works so well. Julia is dynamically typed, feels like a scripting language, and has good support for interactive use. Julia provides asynchronous I/O, metaprogramming, debugging, logging, profiling, a package manager, and more. One can build entire Applications and Microservices in Julia. Julia is an open source project with over 1,000 contributors. It is made available under the MIT license.

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.

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

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

Audience

Developers looking for a Programming Language

Audience

Engineers, Scientists, Researchers

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 Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

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

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

Julia
julialang.org

Company Information

RunMat
Founded: 2022
United States
runmat.com

Alternatives

Alternatives

MATLAB

MATLAB

The MathWorks
Plotly Dash

Plotly Dash

Plotly
UberCloud

UberCloud

Simr (formerly UberCloud)

Categories

Categories

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

ChatGPT Pro Supported
Claude Opus 4.6 Supported
Code Metal Supported
Dash Supported
ERNIE X1 Supported
GPT-4o mini Supported
GPT-5.1-Codex Supported
Gemini Supported
Gemini 3.1 Flash-Lite Supported
GitAuto Supported
Goose Supported
Grok 3 mini Supported
Grok 4 Supported
Llama 3 Supported
Meteomatics Supported
Mistral 7B Supported
Mixtral 8x7B Supported
Opengrep Supported
PostgresML Supported
SwapCode AI Supported

Integrations

ChatGPT Pro Not Supported
Claude Opus 4.6 Not Supported
Code Metal Not Supported
Dash Not Supported
ERNIE X1 Not Supported
GPT-4o mini Not Supported
GPT-5.1-Codex Not Supported
Gemini Not Supported
Gemini 3.1 Flash-Lite Not Supported
GitAuto Not Supported
Goose Not Supported
Grok 3 mini Not Supported
Grok 4 Not Supported
Llama 3 Not Supported
Meteomatics Not Supported
Mistral 7B Not Supported
Mixtral 8x7B Not Supported
Opengrep Not Supported
PostgresML Not Supported
SwapCode AI Not Supported
Claim Julia and update features and information
Claim Julia and update features and information
Claim RunMat and update features and information
Claim RunMat and update features and information