Best AI / ML Engineers Laptops, running Windows in Singapore
What an AI / ML laptop means: a laptop tuned for machine-learning experimentation,usable GPU VRAM for training and fine-tuning, fast CPU for data prep, lots of RAM, strong sustained thermals so a model doesn't throttle halfway through. Typical use: training and fine-tuning models, running notebooks against a local GPU, prototyping before pushing to the cloud, working with PyTorch and CUDA. Fits ML engineers, AI researchers, data scientists in ML-heavy roles, applied science teams, and students in ML programs.
Also relevant for: machine learning laptops · AI laptops · CUDA · GPU compute · training rigs
Showing: Windows
Showing 1–10 of 1534 AI / ML Engineers laptops
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#1ChampionObjective profileWeight3.58 kgBattery6.0 hrDisplay18.0" 3840x2400RAM32 GBStorage2 TBSelvaScore breakdown
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86
Video Memory VRAM Capacity
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83
GPU Compute Class Rasterization Potency
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56
System Memory RAM Capacity
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73
Memory Bandwidth RAM Bandwidth Velocity
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58
Storage Speed Storage Throughput
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70
AI Acceleration NPU Inference Capacity
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84
Multi-Core Performance Multi-Thread Scalability
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66
Storage Space Storage Capacity
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86
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#2Runner-UpObjective profileWeight3.60 kgBattery4.0 hrDisplay18.0" 3840x2400RAM64 GBStorage2 TBSelvaScore breakdown
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86
Video Memory VRAM Capacity
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83
GPU Compute Class Rasterization Potency
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70
System Memory RAM Capacity
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73
Memory Bandwidth RAM Bandwidth Velocity
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58
Storage Speed Storage Throughput
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70
AI Acceleration NPU Inference Capacity
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84
Multi-Core Performance Multi-Thread Scalability
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66
Storage Space Storage Capacity
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86
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#3Top PickObjective profileWeight3.50 kgBattery6.0 hrDisplay18.0" 2560x1600RAM64 GBStorage2 TBSelvaScore breakdown
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86
Video Memory VRAM Capacity
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83
GPU Compute Class Rasterization Potency
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70
System Memory RAM Capacity
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67
Memory Bandwidth RAM Bandwidth Velocity
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58
Storage Speed Storage Throughput
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59
AI Acceleration NPU Inference Capacity
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69
Multi-Core Performance Multi-Thread Scalability
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66
Storage Space Storage Capacity
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86
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#4Objective profileWeight–Battery5.0 hrDisplay18.0" 3840x2400RAM64 GBStorage1 TBSelvaScore breakdown
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86
Video Memory VRAM Capacity
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83
GPU Compute Class Rasterization Potency
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70
System Memory RAM Capacity
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56
Memory Bandwidth RAM Bandwidth Velocity
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58
Storage Speed Storage Throughput
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70
AI Acceleration NPU Inference Capacity
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76
Multi-Core Performance Multi-Thread Scalability
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52
Storage Space Storage Capacity
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86
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#5Objective profileWeight2.57 kgBattery6.0 hrDisplay16.0" 2560x1600RAM64 GBStorage4 TBSelvaScore breakdown
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86
Video Memory VRAM Capacity
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83
GPU Compute Class Rasterization Potency
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70
System Memory RAM Capacity
-
56
Memory Bandwidth RAM Bandwidth Velocity
-
58
Storage Speed Storage Throughput
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70
AI Acceleration NPU Inference Capacity
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76
Multi-Core Performance Multi-Thread Scalability
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79
Storage Space Storage Capacity
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86
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#6Objective profileWeight2.70 kgBattery6.0 hrDisplay16.0" 2560x1600RAM64 GBStorage2 TBSelvaScore breakdown
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86
Video Memory VRAM Capacity
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78
GPU Compute Class Rasterization Potency
-
70
System Memory RAM Capacity
-
56
Memory Bandwidth RAM Bandwidth Velocity
-
58
Storage Speed Storage Throughput
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70
AI Acceleration NPU Inference Capacity
-
76
Multi-Core Performance Multi-Thread Scalability
-
66
Storage Space Storage Capacity
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86
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#7Objective profileWeight4.89 kgBattery5.0 hrDisplay16.0" 2560x1600RAM64 GBStorage2 TBSelvaScore breakdown
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86
Video Memory VRAM Capacity
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83
GPU Compute Class Rasterization Potency
-
70
System Memory RAM Capacity
-
56
Memory Bandwidth RAM Bandwidth Velocity
-
58
Storage Speed Storage Throughput
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70
AI Acceleration NPU Inference Capacity
-
76
Multi-Core Performance Multi-Thread Scalability
-
66
Storage Space Storage Capacity
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86
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#8Objective profileWeight2.90 kgBattery4.0 hrDisplay18.0" 3840x2400RAM64 GBStorage2 TBSelvaScore breakdown
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86
Video Memory VRAM Capacity
-
83
GPU Compute Class Rasterization Potency
-
70
System Memory RAM Capacity
-
73
Memory Bandwidth RAM Bandwidth Velocity
-
58
Storage Speed Storage Throughput
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70
AI Acceleration NPU Inference Capacity
-
76
Multi-Core Performance Multi-Thread Scalability
-
66
Storage Space Storage Capacity
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86
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#9Objective profileWeight2.49 kgBattery4.0 hrDisplay18.0" 3840x2400RAM64 GBStorage4 TBSelvaScore breakdown
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86
Video Memory VRAM Capacity
-
83
GPU Compute Class Rasterization Potency
-
70
System Memory RAM Capacity
-
56
Memory Bandwidth RAM Bandwidth Velocity
-
58
Storage Speed Storage Throughput
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59
AI Acceleration NPU Inference Capacity
-
84
Multi-Core Performance Multi-Thread Scalability
-
79
Storage Space Storage Capacity
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86
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#10Objective profileWeight1.00 kgBattery4.0 hrDisplay16.0" 2560x1600RAM64 GBStorage8 TBSelvaScore breakdown
-
77
Video Memory VRAM Capacity
-
83
GPU Compute Class Rasterization Potency
-
70
System Memory RAM Capacity
-
56
Memory Bandwidth RAM Bandwidth Velocity
-
58
Storage Speed Storage Throughput
-
70
AI Acceleration NPU Inference Capacity
-
76
Multi-Core Performance Multi-Thread Scalability
-
96
Storage Space Storage Capacity
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77
