Which are The Best Desktop Computers for MATLAB?
This guide is built for engineers, data scientists, researchers, quantitative analysts, and academic professionals who work extensively in MATLAB. If you rely on it for algorithm development, matrix computations, signal processing, machine learning, or simulation, then this article is your reference point. We focus on desktops that can execute large scripts, handle high-volume data, and support toolboxes efficiently. This is without freezing or throttling.
MATLAB is deceptively intensive. While it looks lightweight compared to some engineering platforms, the reality is clear, once your scripts scale, and you begin working with large matrices, complex loops, Simulink models, or GPU-accelerated functions, performance becomes critical. Waiting for plots to render or simulations to finish isn’t a slows research.
We’ve curated a selection of desktops designed to handle MATLAB’s full spectrum: from basic statistical models to machine learning workflows and embedded system simulations. Every machine reviewed comes pre-equipped with 32GB RAM, and supports MATLAB’s multi-core, multi-threaded, and GPU-accelerated functionalities.
To properly evaluate desktops for MATLAB, we assess CPU Architecture, Memory Bandwidth, GPU Capability for Acceleration, Storage Speed, Parallel Processing Support, and Thermal Efficiency. We only consider systems that meet or exceed Intel Core i7 or AMD Ryzen 7 processors, 32GB DDR4/DDR5 RAM, 1TB NVMe SSD, and optional support for CUDA-enabled GPUs for advanced users working in deep learning, reinforcement learning, or signal classification tasks.
CPU Architecture is the most vital component for MATLAB. The engine is heavily optimized for multi-core processors, but certain operations, such as matrix multiplication or ODE solving, benefit from high single-core speeds. Processors like the Intel Core i9-14900K or AMD Ryzen 9 7950X offer both multi-threading and high turbo boost frequencies, which reduce execution times for numerically intensive tasks.
Memory Bandwidth and Size directly affect how MATLAB manages large matrices, deep learning arrays, and simulation histories. With 32GB RAM, you’re equipped to run advanced toolboxes—Image Processing, Signal Processing, Optimization, and Deep Learning—without hitting swap memory. DDR5 increases bandwidth, allowing faster access to RAM-heavy computations.
GPU Capability for Acceleration is necessary if you’re using Parallel Computing Toolbox, Deep Learning Toolbox, or performing large-scale simulations. NVIDIA GPUs with CUDA support (such as the RTX A2000 or RTX 4070) allow MATLAB to offload computations, significantly improving performance in convolutional networks, FFTs, and image recognition tasks. A desktop without a compatible GPU limits what MATLAB can do—especially in academic research or AI-driven projects.
Storage Speed influences everything from application startup to data I/O. MATLAB works with MAT files, CSVs, and simulation result logs that can reach gigabytes in size. An NVMe SSD with high read/write speeds ensures datasets load instantly, logs save without delay, and temp directories clear quickly. This is especially important for Simulink, which writes and retrieves simulation snapshots during long runs.
Thermal Efficiency maintains performance consistency. MATLAB workloads don’t always spike suddenly, they often maintain elevated usage over time, especially during training loops or time-domain simulations. Poor cooling leads to CPU throttling, which silently reduces performance. High-efficiency fans, quality heatsinks, and smart fan control are essential.
You should expect every desktop in this guide to manage real-time simulations, run multi-GHz matrix ops, and support MATLAB’s expanding integration with Python, Java, C++, and ROS. For advanced users, we also include models that support MATLAB Compiler and MATLAB Production Server workflows—ideal for enterprise or deployment environments.
Also see: Best Desktop PCs for Civil 3D in addition to the latest top desktop pcs for Solid Edge.
The Following are the Best Desktop Computers for MATLAB:
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- Acer Aspire TC-1780-UA92 Desktop 13th Gen Intel Core i5-13400 Processor 8GB 3200MHz DDR4 512GB
- Acer Predator Orion 3000 PO3-650-UB91 Gaming Desktop 13th Gen Intel Core i5-13400F 10-Core NVIDIA GeForce RTX 3050 16GB DDR5
- iBUYPOWER Pro Gaming PC Computer Desktop SlateMR 215a (AMD Ryzen 5 5600G 3.9 GHz,AMD Radeon RX 6600XT 8GB, 16GB DDR4
- iBUYPOWER Y40 White Gaming PC Computer Desktop Y40WI7N46T02 (Intel Core i7 14700KF, RTX 4060Ti 8GB, 32GB
- CyberpowerPC Gamer Master Gaming PC, AMD Ryzen 5 7600 3.8GHz, GeForce RTX 4060 8GB, 16GB DDR5, 500GB NVMe SSD
- Skytech Archangel Gaming PC, Intel i5 4.3GHz Turbo Boost, NVIDIA RTX 3060 12GB GDDR6, 1TB NVME, 16GB DDR4
- Skytech Gaming Azure Gaming PC Desktop – AMD Ryzen 7 7700X 4.5 GHz, NVIDIA RTX 4070, 1TB NVME SSD
- CyberPowerPC Gamer Supreme Liquid Cool Gaming PC, AMD Ryzen 7 8700G 4.2GHz, GeForce RTX 4060 Ti 16GB, 32GB DDR5, 2TB
- Skytech Gaming Azure PC Desktop – AMD Ryzen 7 7800X3D 4.2 GHz, NVIDIA RTX 4090, 1TB NVME Gen4 SSD, 32GB DDR5
- Skytech Gaming Prism Gaming PC, Ryzen 7 7800X3D 4.2 GHz, RTX 4070 Ti, 1TB NVME, 32GB DDR5
- ASUS ExpertCenter D5 Small Form Factor Desktop PC, Intel Core i7-13700, 16GB DDR4 RAM, 1TB PCIe SSD
Acer Aspire TC-1780-UA92 Desktop 13th Gen Intel Core i5-13400 Processor 8GB 3200MHz DDR4 512GB |
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| CPU | 13th Gen Intel Core i5-13400 |
| Processor Speed | Up to 4.6GHz |
| GPU | Intel UHD Graphics 730 |
| Graphics Card Memory | Integrated |
| RAM | 8GB 3200MHz DDR4 Memory |
| Storage Space | 512GB |
| Operating System | Windows 11 |
| Dimensions | - |
| Keyboard & Mouse | Included |
| Computer Monitor | Sold Separately |
| Advantages | Good performance |
| Disadvantages | Storage space |
Acer Predator Orion 3000 PO3-650-UB91 Gaming Desktop 13th Gen Intel Core i5-13400F 10-Core NVIDIA GeForce RTX 3050 16GB DDR5 |
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| CPU | Intel Core i5-13400F |
| Processor Speed | 1.8 GHz core_i5 |
| GPU | NVIDIA GeForce RTX 3050 |
| Graphics Card Memory | 8 GB |
| RAM | 16GB DDR5 |
| Storage Space | 1TB PCIe Gen 4 SSD |
| Operating System | Windows 11 |
| Dimensions | 14.84 x 6.89 x 15.16 inches |
| Keyboard & Mouse | Included |
| Computer Monitor | Sold Separately |
| Advantages | Performance, Value for Money |
| Disadvantages | N/A |
iBUYPOWER Pro Gaming PC Computer Desktop SlateMR 215a (AMD Ryzen 5 5600G 3.9 GHz,AMD Radeon RX 6600XT 8GB, 16GB DDR4 |
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| CPU | AMD Ryzen 5 5600G |
| Processor Speed | 3.9 GHz |
| GPU | AMD Radeon RX 6600XT |
| Graphics Card Memory | 8GB |
| RAM | 16GB DDR4 |
| Storage Space | 480 GB SSD |
| Operating System | Windows 11 |
| Dimensions | 18.9 x 8.66 x 19.3 inches |
| Keyboard & Mouse | Included |
| Computer Monitor | Sold Separately |
| Advantages | Price and Performance |
| Disadvantages | Storage |
iBUYPOWER Y40 White Gaming PC Computer Desktop Y40WI7N46T02 (Intel Core i7 14700KF, RTX 4060Ti 8GB, 32GB |
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| CPU | Intel Core i7 14700KF |
| Processor Speed | 3.4Ghz |
| GPU | RTX 4060Ti |
| Graphics Card Memory | 8GB |
| RAM | 32GB DDR5 |
| Storage Space | 2TB NVMe |
| Operating System | Windows 11 |
| Dimensions | 21.6 x 21.6 x 14 inches |
| Keyboard & Mouse | Included |
| Computer Monitor | Sold Separately |
| Advantages | Performance, Storage |
| Disadvantages | n/a |
CyberpowerPC Gamer Master Gaming PC, AMD Ryzen 5 7600 3.8GHz, GeForce RTX 4060 8GB, 16GB DDR5, 500GB NVMe SSD |
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| CPU | AMD Ryzen 5 7600 |
| Processor Speed | 3.8GHz |
| GPU | GeForce RTX 4060 |
| Graphics Card Memory | 8GB |
| RAM | 16GB DDR5 |
| Storage Space | 500GB NVMe SSD |
| Operating System | Windows 11 |
| Dimensions | 23.2 x 22.2 x 12.6 inches |
| Keyboard & Mouse | Included |
| Computer Monitor | Sold Separately |
| Advantages | Performance |
| Disadvantages | Storage |
Skytech Archangel Gaming PC, Intel i5 4.3GHz Turbo Boost, NVIDIA RTX 3060 12GB GDDR6, 1TB NVME, 16GB DDR4 |
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| CPU | Intel i5 4.3GHz |
| Processor Speed | 2.9 GHz |
| GPU | NVIDIA RTX 3060 |
| Graphics Card Memory | 12GB GDDR6 |
| RAM | 16GB DDR4 RAM |
| Storage Space | 1TB NVME |
| Operating System | Windows 11 |
| Dimensions | |
| Keyboard & Mouse | Sold Separately |
| Computer Monitor | Sold Separately |
| Advantages | Design and Build |
| Disadvantages | n/a |
Skytech Gaming Azure Gaming PC Desktop – AMD Ryzen 7 7700X 4.5 GHz, NVIDIA RTX 4070, 1TB NVME SSD |
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| CPU | AMD Ryzen 7 7700X |
| Processor Speed | 4.5 GHz |
| GPU | NVIDIA RTX 4070 |
| Graphics Card Memory | 12 GB |
| RAM | 32GB DDR5 |
| Storage Space | 1TB NVME SSD |
| Operating System | Windows 11 |
| Dimensions | 23.25 x 20.25 x 12.5 inches |
| Keyboard & Mouse | Sold Separately |
| Computer Monitor | Sold Separately |
| Advantages | Value |
| Disadvantages | Storage |
CyberPowerPC Gamer Supreme Liquid Cool Gaming PC, AMD Ryzen 7 8700G 4.2GHz, GeForce RTX 4060 Ti 16GB, 32GB DDR5, 2TB |
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| CPU | AMD Ryzen 7 8700G |
| Processor Speed | 4.2GHz |
| GPU | GeForce RTX 4060 Ti |
| Graphics Card Memory | 16GB |
| RAM | 32GB DDR5 |
| Storage Space | 2TB PCIe Gen4 SSD |
| Operating System | Windows 11 |
| Dimensions | 23 x 21.5 x 12.5 inches |
| Keyboard & Mouse | Included |
| Computer Monitor | Sold Separately |
| Advantages | performance |
| Disadvantages | None |
Skytech Gaming Azure PC Desktop – AMD Ryzen 7 7800X3D 4.2 GHz, NVIDIA RTX 4090, 1TB NVME Gen4 SSD, 32GB DDR5 |
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|---|---|
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| CPU | AMD Ryzen 7 7800X3D |
| Processor Speed | 4.2 GHz |
| GPU | NVIDIA RTX 4090 |
| Graphics Card Memory | 24 GB |
| RAM | 32GB DDR5 |
| Storage Space | 1TB NVME Gen4 SSD |
| Operating System | Windows 11 |
| Dimensions | 26 x 24.7 x 14.55 inches |
| Keyboard & Mouse | Sold Separately |
| Computer Monitor | Sold Separately |
| Advantages | Performance |
| Disadvantages | Price |
Skytech Gaming Prism Gaming PC, Ryzen 7 7800X3D 4.2 GHz, RTX 4070 Ti, 1TB NVME, 32GB DDR5 |
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|---|---|
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| CPU | Ryzen 7 7800X3D |
| Processor Speed | 4.2 GHz |
| GPU | RTX 4070 Ti |
| Graphics Card Memory | 12 GB |
| RAM | 32GB DDR5 |
| Storage Space | 1TB NVME |
| Operating System | Windows 11 |
| Dimensions | 23.4 x 22.9 x 15.9 inches |
| Keyboard & Mouse | Sold Separately |
| Computer Monitor | Sold Separately |
| Advantages | Performnce |
| Disadvantages | n/a |
ASUS ExpertCenter D5 Small Form Factor Desktop PC, Intel Core i7-13700, 16GB DDR4 RAM, 1TB PCIe SSD |
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|---|---|
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| CPU | Intel Core i7-13700 |
| Processor Speed | 5.2 GHz |
| GPU | Intel UHD |
| Graphics Card Memory | Integrated |
| RAM | 16GB DDR4 |
| Storage Space | 1TB PCIe SSD |
| Operating System | Windows 11 |
| Dimensions | 30 x 30 x 6 inches |
| Keyboard & Mouse | Included |
| Computer Monitor | Sold Separately |
| Advantages | Price |
| Disadvantages | n/a |
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