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What is RunMat?

RunMat eliminates MATLAB license costs while delivering faster performance. Teams can run existing .m scripts and workflows without rewriting code or purchasing per-seat licenses. GPU acceleration is automatic -- no code changes required. Engineers get results up to 131x faster than NumPy on dense numerical workloads, accelerating parameter sweeps, simulations, and data processing pipelines. Deploys anywhere: desktop (Windows, macOS, Linux), browser (no install needed), CI/CD pipelines, and Jupyter notebooks. Single portable binary with no dependencies. MIT licensed with no seat limits. Ideal for engineering teams in signal processing, controls, quantitative finance, imaging, and scientific computing who need high-performance numerical tools without proprietary license overhead.

What is CoppeliaSim?

CoppeliaSim, developed by Coppelia Robotics, is a highly versatile and powerful simulator for robotics, catering to a multitude of applications including rapid algorithm development, factory automation modeling, swift prototyping, verification, educational uses in robotics, remote monitoring, safety assessments, and the creation of digital twins. Its architecture is designed for distributed control, enabling the individual management of objects and models through embedded scripts in languages such as Python and Lua, C/C++ plugins, and remote API clients that accommodate various programming languages like Java, MATLAB, Octave, C, C++, and Rust, alongside customized solutions. The simulator's compatibility with five distinct physics engines—MuJoCo, Bullet Physics, ODE, Newton, and Vortex Dynamics—allows for rapid and customizable computations of dynamics, resulting in highly realistic simulations that accurately depict physical interactions, including collision responses, grasping actions, and the dynamics of soft bodies, strings, ropes, and fabrics. Moreover, CoppeliaSim supports both forward and inverse kinematics for an extensive array of mechanical systems, significantly enhancing its applicability across different robotics domains. This unique combination of flexibility and functionality positions CoppeliaSim as an invaluable resource for both researchers and industry professionals in the robotics sector, driving innovation and development in this rapidly evolving field.

Media

Media

Integrations Supported

MATLAB
C
C++
GitHub
Java
Jupyter Notebook
Lua
Octave
Python
Rust
npm

Integrations Supported

MATLAB
C
C++
GitHub
Java
Jupyter Notebook
Lua
Octave
Python
Rust
npm

API Availability

Has API

API Availability

Has API

Pricing Information

$0
Free Trial Offered?
Free Version

Pricing Information

$2,380 per year
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

RunMat

Date Founded

2022

Company Location

United States

Company Website

runmat.com

Company Facts

Organization Name

Coppelia Robotics

Company Location

Switzerland

Company Website

www.coppeliarobotics.com

Categories and Features

Computer-Aided Engineering (CAE)

CAD/CAM Compatibility
Finite Element Analysis
Fluid Dynamics
Import / Export Files
Integrated 3D Modeling
Manufacturing Process Simulation
Mechanical Event Simulation
Multibody Dynamics
Thermal Analysis

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