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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 CUDA?

CUDA® is an advanced parallel computing platform and programming framework developed by NVIDIA that facilitates the execution of general computing tasks on graphics processing units (GPUs). By harnessing the power of CUDA, developers can greatly improve the performance of their applications by taking advantage of the robust capabilities offered by GPUs. In GPU-accelerated applications, the CPU manages the sequential aspects of the workload, where it performs optimally on single-threaded tasks, while the more intensive compute tasks are executed in parallel across numerous GPU cores. When utilizing CUDA, programmers can write code in familiar programming languages, including C, C++, Fortran, Python, and MATLAB, allowing for the integration of parallelism through a straightforward set of specialized keywords. The NVIDIA CUDA Toolkit provides developers with all necessary resources to build applications that leverage GPU acceleration. This all-encompassing toolkit includes GPU-accelerated libraries, a streamlined compiler, various development tools, and the CUDA runtime, simplifying the process of optimizing and deploying high-performance computing solutions. Furthermore, the toolkit's flexibility supports a diverse array of applications, from scientific research to graphics rendering, demonstrating its capability to adapt to various domains and challenges in computing. With the continual evolution of the toolkit, developers can expect ongoing enhancements to support even more innovative uses of GPU technology.

Media

Media

Integrations Supported

MATLAB
AWS Marketplace
Amp
Azure Marketplace
C
C++
Clore.ai
Code Metal
Cody
Copernicus Computing
Coverity Static Analysis
Dataoorts GPU Cloud
GitHub
JarvisLabs.ai
Jupyter Notebook
NVIDIA Isaac
NVIDIA Jetson
Pruna AI
Python
Thunder Compute

Integrations Supported

MATLAB
AWS Marketplace
Amp
Azure Marketplace
C
C++
Clore.ai
Code Metal
Cody
Copernicus Computing
Coverity Static Analysis
Dataoorts GPU Cloud
GitHub
JarvisLabs.ai
Jupyter Notebook
NVIDIA Isaac
NVIDIA Jetson
Pruna AI
Python
Thunder Compute

API Availability

Has API

API Availability

Has API

Pricing Information

$0
Free Trial Offered?
Free Version

Pricing Information

Free
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

NVIDIA

Date Founded

1993

Company Location

United States

Company Website

developer.nvidia.com/cuda-zone

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

Categories and Features

Application Development

Access Controls/Permissions
Code Assistance
Code Refactoring
Collaboration Tools
Compatibility Testing
Data Modeling
Debugging
Deployment Management
Graphical User Interface
Mobile Development
No-Code
Reporting/Analytics
Software Development
Source Control
Testing Management
Version Control
Web App Development

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