Laptops for MATLAB in 2026

When your work involves complex simulations, data analysis, algorithm development, or numerical modeling, your laptop needs to be more tha capable. MATLAB is the computational backbone for engineers, researchers, and developers around the world, but running it efficiently, especially with toolboxes like Simulink, Deep Learning Toolbox, or Parallel Computing Toolbox, demands a purpose-built machine.

This guide is for engineering professionals, data scientists, researchers, and STEM students who rely on MATLAB for intensive numerical computation, modeling, simulation, or machine learning tasks. We’re here to help you find the laptop that meets MATLAB’s demands for running signal processing routines, training deep neural networks, or running massive control system simulations,

MATLAB is computationally intensive and memory-hungry, especially if you’re working with toolboxes for simulations, optimization, or parallel processing. And most off-the-shelf laptops, especially consumer models, aren’t optimized for that kind of workload.

MATLAB’s uses are broad and discipline-specific for electrical engineers modeling control systems in Simulink, to data scientists building ML models with Classification Learner. That means your laptop needs to be flexible, but also specialized enough to handle:

• Matrix-heavy computations
• Multi-threaded workloads
• Real-time plotting
• Simulink simulations
• Toolbox-heavy environments

And if you’re using MATLAB with Python, Java, or C++ integration, or deploying to embedded systems, your laptop must also be developer-friendly and stable across toolchains.

We’ve analyzed MATLAB’s computational behavior, MathWorks’ own recommendations, and our own experience with performance-heavy toolboxes. The result? A refined list of laptops that handle both general-purpose computing and MATLAB’s parallel computing workloads well.

Unlike creative or gaming software, MATLAB relies primarily on CPU, memory, and disk speed, with GPU acceleration playing a growing, but still task-specific, role. Here’s how we evaluate:

• CPU (Processor): MATLAB’s engine thrives on high single-core performance, but many toolboxes (like Parallel Computing or Deep Learning Toolbox) benefit from multi-core and multi-threaded CPUs. We recommend Intel Core i7/i9 (H or HX series), AMD Ryzen 9 7000+, or Apple M2/M3/M4 Pro and Max chips, all with boost clock speeds of 4.5GHz or higher.
• RAM: MATLAB is memory-intensive. You’re dealing with matrices, simulations, and possibly hundreds of gigabytes of data. We recommend 32GB of RAM for professional users; 16GB is workable for students and light workloads. If you’re working in data science, machine learning, or running simulations with Simulink, 64GB is highly recommended.
• Storage (SSD): I/O speed affects everything from loading scripts to reading large data files or model parameters. We suggest a 1TB NVMe PCIe Gen 4 SSD, ensuring fast data access and workspace responsiveness. If your work involves loading large datasets repeatedly, this becomes mission-critical.
• GPU (Graphics Card): While MATLAB is mostly CPU-bound, toolboxes like Parallel Computing Toolbox, Deep Learning Toolbox, or GPU Coder can leverage NVIDIA GPUs with CUDA support. For these tasks, we recommend NVIDIA RTX 4060 or better with at least 6GB VRAM. For non-GPU workloads, integrated graphics (Intel Iris Xe or Radeon GPUs) may suffice.
• Display & Build: A high-resolution display (1920×1200 or higher) helps you view multiple plots, scripts, and output panes side-by-side. A 15.6″ screen is optimal. Portability and battery life matter for students or field researchers, while thermal design and fan noise matter for anyone running long simulations.
• Developer-Friendly Features: MATLAB workflows often integrate with Python, C/C++, and Java. So we look for stable OS environments, multi-port connectivity (USB-C, Thunderbolt, HDMI), and excellent driver and toolchain compatibility.

If you’re serious about MATLAB, especially for professional or academic workloads, your laptop should offer:

• Intel Core i7 13th Gen or higher / Ryzen 7 7000+ / Apple M2 Pro or higher
• 32GB RAM (16GB minimum for entry-level use)
• 1TB NVMe SSD (PCIe Gen 4 preferred)
• NVIDIA RTX 4060 or better if GPU acceleration is needed
• 15.6″ FHD+ or QHD display with good color reproduction
• Efficient cooling for sustained compute performance

This configuration supports large matrix calculations, machine learning model training, heavy Simulink usage, and integration with external libraries, without lag or crashes.

You should also have a look at the best laptops for CATIA in addition to the best laptops for Solid Edge.

Best 2026 Laptops for MATLAB:

Best Overall Laptops for MATLAB

Lenovo IdeaPad Pro 5i 16 Ultra X9 388H RTX 5060 32GB 1TB OLED
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CPU	Intel Core Ultra X9 388H, 16 cores, up to 5.1 GHz, NPU up to 50 TOPS
GPU	NVIDIA GeForce RTX 5060 Laptop GPU, 8GB GDDR7
Display Size	16 inch, 16:10
Display Resolution	16 inch 2.8K OLED 2880 × 1800, 120Hz, 100% DCI P3, up to 1100 nits HDR peak; optional touch on selected discrete graphics configurations
RAM	32GB LPDDR5X soldered
Storage Space	1TB PCIe 4.0 or Gen 5 NVMe SSD depending on SKU; second M.2 slot
Operating System	Windows 11 Home or Windows 11 Pro
Ports	USB C including USB4 / Thunderbolt options; USB A; HDMI; SD card reader; 3.5 mm audio; exact port layout depends on SKU
Dimensions (L x W x H)	Approx. 14.1 × 9.5 × 0.7 inches; confirm exact SKU
Weight	Approx. 4.2 lb; verify exact SKU
Pros	Top processor tier with discrete RTX graphics; large 2.8K OLED panel; dual M.2 SSD support.
Cons	Sheavy sustained rendering can raise heat and fan noise in a thin chassis.

Lenovo Yoga Pro 9i Aura Edition 16 Ultra 7 356H RTX 5060 32GB 1TB 3.2K OLED
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CPU	Intel Core Ultra 7 356H, 16 cores, up to 4.7 GHz, NPU up to 50 TOPS
GPU	NVIDIA GeForce RTX 5060 Laptop GPU, 8GB GDDR7
Display Size	16 inch, 16:10
Display Resolution	16 inch 3.2K OLED 3200 × 2000, 120Hz, up to 1600 nits HDR peak / 1000 nits typical, 100% P3 and sRGB, DisplayHDR 1000, touchscreen
RAM	32GB LPDDR5X 7467MHz soldered
Storage Space	1TB PCIe 4.0 NVMe SSD; two M.2 slots available
Operating System	Windows 11 Home or Windows 11 Pro
Ports	2 × USB A 10Gbps; 2 × Thunderbolt 4 USB C; HDMI 2.1; SD card reader; 3.5 mm headset combo jack; Lenovo Slim Tip power
Dimensions (L x W x H)	14.20 × 9.80 × 0.68 inches
Weight	4.19 lb (starting weight)
Pros	Dedicated RTX graphics and high resolution OLED suit video editing, CAD visualization and 3D content; 120Hz display with wide color gamut.
Cons	Soldered RAM; premium price;

Apple MacBook Pro M5 Pro 16.2 inches 3456 x 2234 Pixels, 24GB unified memory, 2TB SSD, Apple M5 Pro 18-core CPU, 20-core GPU
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CPU	Apple M5 Pro, 18-core CPU
GPU	20-core GPU
Display Size	16.2 inches
Display Resolution	3456 x 2234 Pixels; Liquid Retina XDR, mini-LED, ProMotion up to 120Hz
RAM	24GB unified memory
Storage Space	2TB SSD
Operating System	macOS
Ports	3 x Thunderbolt 5 USB-C, HDMI, SDXC card slot, MagSafe 3, 3.5mm headphone jack
Dimensions (L x W x H)	14.01 x 9.77 x 0.66 inches
Weight	4.7 pounds
Pros	High sustained performance; HDR XDR display; ProMotion; Thunderbolt 5; HDMI and SDXC
Cons	heavier than Air

Best Budget Laptops for MATLAB

Acer Aspire Lite 14 14 inches 1920 x 1200 Pixels, 16GB RAM, 512GB SSD, Intel Core Ultra 5 115U, Intel integrated graphics
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CPU	Intel Core Ultra 5 115U
GPU	Intel integrated graphics
Display Size	14 inches
Display Resolution	1920 x 1200 Pixels; WUXGA IPS, matte, 60Hz
RAM	16GB RAM
Storage Space	512GB SSD
Operating System	Windows 11
Ports	USB-C, USB-A, HDMI, audio combo jack
Dimensions (L x W x H)	12.5 x 8.7 x 0.7 inches
Weight	3.1 pounds
Pros	Portable everyday laptop; matte screen; SSD storage
Cons	Integrated graphics; standard refresh rate; regional Japan SKU

Acer Nitro V 16 AI 16 inches 2560 x 1600 Pixels, 16GB DDR5, 1TB PCIe Gen 4 SSD, Intel Core Ultra 7 356H, NVIDIA GeForce RTX 5060 Laptop GPU 8GB GDDR7
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CPU	Intel Core Ultra 7 356H
GPU	NVIDIA GeForce RTX 5060 Laptop GPU 8GB GDDR7
Display Size	16 inches
Display Resolution	2560 x 1600 Pixels; WQXGA IPS, up to 180Hz
RAM	16GB DDR5
Storage Space	1TB PCIe Gen 4 SSD
Operating System	Windows 11
Ports	USB-C, USB-A, HDMI 2.1, RJ45, audio combo jack
Dimensions (L x W x H)	14.2 x 10.5 x 1.1 inches
Weight	5.7 pounds
Pros	Dedicated RTX GPU; high refresh display; memory and SSD upgrade potential
Cons	Heavy; base 16GB RAM may limit professional workloads; fan noise under gaming

Lenovo IdeaPad Pro 5i 16 Ultra 7 356H RTX 5050 32GB 1TB OLED
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CPU	Intel Core Ultra 7 356H, 16 cores, up to 4.7 GHz, NPU up to 50 TOPS
GPU	NVIDIA GeForce RTX 5050 Laptop GPU, 8GB GDDR7
Display Size	16 inch, 16:10
Display Resolution	16 inch 2.8K OLED 2880 × 1800, 120Hz, 100% DCI P3, up to 1100 nits HDR peak; optional touch on selected discrete graphics configurations
RAM	32GB LPDDR5X soldered
Storage Space	1TB PCIe 4.0 or Gen 5 NVMe SSD depending on SKU; second M.2 slot
Operating System	Windows 11 Home or Windows 11 Pro
Ports	USB C including USB4 / Thunderbolt options; USB A; HDMI; SD card reader; 3.5 mm audio
Dimensions (L x W x H)	Approx. 14.1 × 9.5 × 0.7 inches
Weight	Approx. 4.2 lb
Pros	RTX graphics accelerate video effects, visualization and GPU based creative tools; OLED display is suitable for color aware work.
Cons	RAM is soldered

Best Laptops for MATLAB and Simulink Simulations

Lenovo ThinkPad X9 15p Gen 1 Ultra X9 388H 64GB 2TB Arc B390 OLED
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CPU	Intel Core Ultra X9 388H, 16 cores, up to 5.1 GHz, NPU up to 50 TOPS
GPU	Integrated Intel Arc B390 graphics
Display Size	15.3 inch, 16:10
Display Resolution	15.3 inch 2.8K OLED 2880 × 1800, 30 to 120Hz VRR, 500 nits SDR, up to 1100 nits HDR peak, 100% DCI P3, DisplayHDR True Black 1000
RAM	64GB LPDDR5X 9600MHz soldered
Storage Space	2TB PCIe 5.0 NVMe SSD
Operating System	Windows 11 Pro
Ports	3 × Thunderbolt 4 USB C; USB A 10Gbps; HDMI; SD card reader; 3.5 mm headset combo jack
Dimensions (L x W x H)	13.37 × 9.00 × up to 0.70 inches (L × W × H)
Weight	3.31 lb (starting weight)
Pros	Top processor tier in the X9 15p family; 64GB RAM and 2TB storage; high quality calibrated OLED.
Cons	Premium pricing

HP OmniBook Ultra 16 NVIDIA RTX Spark N1X 18 core CPU 5120 core GPU 32GB 1TB 2026
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CPU	NVIDIA RTX Spark N1X 18 core CPU; 5120 or 6144 core Blackwell GPU platform depending on configuration
GPU	NVIDIA Blackwell RTX 5120 core integrated GPU
Display Size	16 inch, 16:10 touchscreen
Display Resolution	16 inch 3K OLED touchscreen, 2880 × 1800, up to 120Hz, 500 nits SDR, 1100 nits HDR, 100% DCI P3, DisplayHDR True Black 1000
RAM	32GB LPDDR5X 9400 MT/s onboard
Storage Space	1TB PCIe Gen 5 NVMe SSD
Operating System	Windows 11 Home or Windows 11 Pro
Ports	USB C with USB Power Delivery and DisplayPort; HDMI output; microSD card reader; headphone/microphone combo.
Dimensions (L x W x H)	Approximately 14.1 × 9.6 × 0.7 inches
Weight	Starting weight varies
Pros	Large 3K OLED touchscreen; high core count NVIDIA Blackwell GPU; very large unified memory options for local AI, development and creative workloads. Configuration profile: 32GB LPDDR5X 9400 MT/s onboard, 1TB PCIe Gen 5 NVMe SSD.
Cons	Unified memory is soldered and shared by CPU and GPU; ARM based NVIDIA software compatibility needs checking; high price and limited upgradeability.

Lenovo Yoga Pro 9i Aura Edition 16 Ultra 9 386H RTX 5070 64GB 1TB 3.2K OLED
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CPU	Intel Core Ultra 9 386H, 16 cores, up to 4.9 GHz, NPU up to 50 TOPS
GPU	NVIDIA GeForce RTX 5070 Laptop GPU, 12GB GDDR7
Display Size	16 inch, 16:10
Display Resolution	16 inch 3.2K OLED 3200 × 2000, 120Hz, up to 1600 nits HDR peak / 1000 nits typical, 100% P3 and sRGB, DisplayHDR 1000, touchscreen
RAM	64GB LPDDR5X 7467MHz soldered
Storage Space	1TB PCIe 4.0 NVMe SSD; two M.2 slots available
Operating System	Windows 11 Pro
Ports	2 × USB A 10Gbps; 2 × Thunderbolt 4 USB C; HDMI 2.1; SD card reader; 3.5 mm headset combo jack; Lenovo Slim Tip power
Dimensions (L x W x H)	14.20 × 9.80 × 0.68 inches
Weight	4.19 lb (starting weight)
Pros	64GB memory and RTX 5070 support demanding creator apps; color calibrated 3.2K OLED; high brightness and fast refresh.
Cons	Memory cannot be upgraded

Best Laptops for Data Analysis and Numerical Computing

Lenovo ThinkPad X9 15p Gen 1 Ultra X7 368H 64GB 2TB Arc B390 OLED
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CPU	Intel Core Ultra X7 368H, 16 cores, up to 5.0 GHz, NPU up to 50 TOPS
GPU	Integrated Intel Arc B390 graphics
Display Size	15.3 inch, 16:10
Display Resolution	15.3 inch 2.8K OLED 2880 × 1800, 30 to 120Hz VRR, 500 nits SDR, up to 1100 nits HDR peak, 100% DCI P3, DisplayHDR True Black 1000
RAM	64GB LPDDR5X 9600MHz soldered
Storage Space	2TB PCIe 5.0 NVMe SSD
Operating System	Windows 11 Pro
Ports	3 × Thunderbolt 4 USB C; USB A 10Gbps; HDMI; SD card reader; 3.5 mm headset combo jack
Dimensions (L x W x H)	13.37 × 9.00 × up to 0.70 inches (L × W × H)
Weight	3.31 lb (starting weight)
Pros	64GB RAM and 2TB storage support large project files; color calibrated OLED display; slim premium business chassis.
Cons	Very high cost; soldered memory cannot be expanded

HP OmniBook X 14 Intel Core Ultra X9 388H 64GB 2TB OLED 2026
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CPU	Intel Core Ultra X9 388H, 16 cores, up to 5.1 GHz, NPU 50 TOPS
GPU	Intel Arc B390 integrated graphics
Display Size	14 inch, 16:10 touchscreen
Display Resolution	14 inch 2.8K OLED touchscreen, 2880 × 1800, up to 120Hz, 500 nits SDR, up to 1100 nits HDR, 100% DCI P3
RAM	64GB LPDDR5X 9600 MT/s onboard
Storage Space	2TB PCIe Gen 5 NVMe SSD
Operating System	Windows 11 Home or Windows 11 Pro
Ports	USB C Thunderbolt 4 / USB4; USB A; HDMI; headphone/microphone combo.
Dimensions (L x W x H)	Approx. 12.3 × 8.5 × 0.6 inches
Weight	Approx. 3.0 lb;
Pros	Portable 14 inch premium chassis; high quality OLED option; modern AI capable processor and fast NVMe storage
Cons

HP OmniBook Ultra 16 NVIDIA RTX Spark N1X 20 core CPU 6144 core GPU 64GB 2TB 2026
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CPU	NVIDIA RTX Spark N1X 20 core CPU; 5120 or 6144 core Blackwell GPU platform depending on configuration
GPU	NVIDIA Blackwell RTX 6144 core integrated GPU
Display Size	16 inch, 16:10 touchscreen
Display Resolution	16 inch 3K OLED touchscreen, 2880 × 1800, up to 120Hz, 500 nits SDR, 1100 nits HDR, 100% DCI P3, DisplayHDR True Black 1000
RAM	64GB LPDDR5X 9400 MT/s onboard
Storage Space	2TB PCIe Gen 5 NVMe SSD
Operating System	Windows 11 Home or Windows 11 Pro
Ports	USB C with USB Power Delivery and DisplayPort; HDMI output; microSD card reader; headphone/microphone combo. Confirm exact port count by product number.
Dimensions (L x W x H)	Approximately 14.1 × 9.6 × 0.7 inches; confirm final dimensions on the local SKU
Weight	Starting weight varies; verify SKU
Pros	Large 3K OLED touchscreen; high core count NVIDIA Blackwell GPU; very large unified memory options for local AI, development and creative workloads. Configuration profile: 64GB LPDDR5X 9400 MT/s onboard, 2TB PCIe Gen 5 NVMe SSD.
Cons

Best Laptops for GPU Accelerated MATLAB Computing

Lenovo LOQ 15AHP11 Ryzen 7 253 RTX 5060 32GB 1TB WQXGA 180Hz
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CPU	AMD Ryzen 7 253, 8 cores, up to 4.9 GHz, NPU up to 16 TOPS
GPU	NVIDIA GeForce RTX 5060 Laptop GPU, 8GB GDDR7, up to 115W
Display Size	15.3 inch, 16:10
Display Resolution	WQXGA 2560 × 1600 IPS, 180Hz, 400 nits, 100% sRGB, anti glare
RAM	32GB DDR5 5600MHz, 2 × 16GB SO DIMMs
Storage Space	1TB PCIe 4.0 NVMe SSD; two M.2 slots
Operating System	Windows 11 Home or Windows 11 Pro
Ports	3 × USB A; USB C USB4 with DisplayPort; HDMI 2.1; Gigabit Ethernet; 3.5 mm audio combo jack; Slim Tip power
Dimensions (L x W x H)	13.58 × 10.03 × 0.82 to 0.92 inches
Weight	4.6 lb (starting weight)
Pros	Higher resolution 180Hz display; RTX 5060 graphics; 32GB memory supports larger games and creative apps; SSD expansion.
Cons	heavy

Acer Predator Helios Neo 16S AI 16 inches 2560 x 1600 Pixels, 32GB DDR5, 1TB PCIe Gen 4 SSD, Intel Core Ultra 9 386H, NVIDIA GeForce RTX 5070 Ti Laptop GPU 12GB GDDR7
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CPU	Intel Core Ultra 9 386H
GPU	NVIDIA GeForce RTX 5070 Ti Laptop GPU 12GB GDDR7
Display Size	16 inches
Display Resolution	2560 x 1600 Pixels; WQXGA OLED, 240Hz
RAM	32GB DDR5
Storage Space	1TB PCIe Gen 4 SSD
Operating System	Windows 11
Ports	Thunderbolt 4 USB-C, USB-A, HDMI 2.1, RJ45, audio combo jack
Dimensions (L x W x H)	14.2 x 10.5 x 0.9 inches
Weight	5.5 pounds
Pros	High refresh OLED; dedicated RTX graphics; suitable for gaming and creator tasks
Cons	Heavy; expensive; fan noise and heat under load

ASUS ProArt P16 2026 AMD Ryzen AI 9 HX 475 NVIDIA GeForce RTX 5060 Laptop GPU, 8GB GDDR7
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CPU	AMD Ryzen AI 9 HX 475
GPU	NVIDIA GeForce RTX 5060 Laptop GPU, 8GB GDDR7
Display Size	16 inch OLED touchscreen
Display Resolution	3840 × 2400, 120Hz
RAM	32GB LPDDR5X onboard
Storage Space	1TB NVMe SSD
Operating System	Windows 11 Home or Pro
Ports	USB4 Type C; USB C; USB A; HDMI 2.1; SD Express card reader; 3.5mm audio
Pros	4K OLED with wide color gamut; dedicated RTX graphics; SD card reader for creative media.
Cons	Memory is onboard; high end RTX configurations increase price and power use.

Best High Performance Laptops for Research and Complex Models

Razer Blade 18 2026 Core Ultra 9 290HX Plus RTX 5090 128GB 2TB Dual Mode
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CPU	Intel Core Ultra 9 290HX Plus, 24 cores, 24 threads, up to 5.5 GHz, integrated NPU up to 13 TOPS
GPU	NVIDIA GeForce RTX 5090 Laptop GPU, 24GB GDDR7, up to 175W TGP including Dynamic Boost
Display Size	18 inches, 16:10
Display Resolution	Dual mode IPS: UHD+ 3840 × 2400 at 240Hz or FHD+ 1920 × 1200 at 440Hz; 3ms, 600 nits, 100% DCI P3
RAM	128GB DDR5 6400MHz, 2 × 64GB SO DIMMs
Storage Space	2TB PCIe 4.0 NVMe M.2 SSD; supports additional M.2 SSDs, with up to 8TB Gen4 plus up to 4TB Gen5 according to Razer support
Operating System	Windows 11 Home
Ports	1 × Thunderbolt 5 USB C; 1 × Thunderbolt 4 USB C; 3 × USB A 3.2 Gen 2; HDMI 2.1; 2.5 Gb Ethernet; UHS II SD card reader; 3.5 mm headset combo jack; Kensington lock slot
Dimensions (L x W x H)	15.74 × 10.84 × 0.86 to 1.10 inches (depth × width × height)
Weight	7.06 lb (3.2 kg)
Pros	128GB RAM supports unusually large datasets, local development environments and demanding production work; RTX 5090 with 24GB VRAM; 2TB SSD.
Cons	Very costly and heavy; full performance requires the large AC adapter.

MSI Titan 18 HX 18 inches 240Hz Mini LED 3840 x 2400 Pixels, 4TB Storage, 64GB RAM, Intel Core Ultra 9 290HX Plus, NVIDIA GeForce RTX 5090 Laptop GPU 24GB GDDR7
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CPU	Intel Core Ultra 9 290HX Plus
GPU	NVIDIA GeForce RTX 5090 Laptop GPU 24GB GDDR7
Display Size	18 inches
Display Resolution	3840 x 2400 Pixels
RAM	64GB DDR5 RAM
Storage Space	4TB NVMe SSD
Operating System	Windows 11
Ports	Thunderbolt 4, USB Type A, HDMI 2.1, RJ45 Ethernet, SD card reader, audio combo jack
Dimensions (L x W x H)	16.1 x 12.0 x 1.3 inches
Weight	7.9 pounds
Pros	Flagship GPU; 4K high refresh Mini LED; large screen; excellent for demanding gaming and rendering
Cons	Very heavy; expensive; large power adapter; limited portability

MSI Raider 16 Max HX 16 inches 240Hz OLED 2560 x 1600 Pixels, 2TB Storage, 64GB RAM, Intel Core Ultra 9 290HX Plus, NVIDIA GeForce RTX 5090 Laptop GPU 24GB GDDR7
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CPU	Intel Core Ultra 9 290HX Plus
GPU	NVIDIA GeForce RTX 5090 Laptop GPU 24GB GDDR7
Display Size	16 inches
Display Resolution	2560 x 1600 Pixels
RAM	64GB DDR5 RAM
Storage Space	2TB NVMe SSD
Operating System	Windows 11
Ports	Thunderbolt 4, USB Type A, HDMI 2.1, RJ45 Ethernet, SD card reader, audio combo jack
Dimensions (L x W x H)	14.1 x 10.6 x 1.1 inches
Weight	6.2 pounds
Pros	Top tier gaming GPU; high refresh OLED; strong CPU performance; upgradeable memory and storage
Cons	Expensive; heavy; high power draw; fans can become audible under sustained load

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