Microsoft Corporation Surface Pro X vs GMKtec NucBox K11

	Microsoft Corporation Surface Pro X	GMKtec NucBox K11	Difference
Single Precision	415	12880	3.2%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Half Precision	433	19257	2.2%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Quantized	1209	10730	11.3%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
	Geekbench AI 1.0.0	Geekbench AI 1.3.0

System Information

	Microsoft Corporation Surface Pro X	GMKtec NucBox K11
AI Framework	ONNX	ONNX
AI Backend	CPU	DirectML
AI Device	Microsoft SQ1 @ 3.0 GHz	NVIDIA GeForce RTX 4060 Max-Q
Operating System	Microsoft Windows 11 Home (64-bit)	Microsoft Windows 11 Pro (64-bit)
Model	Microsoft Corporation Surface Pro X	GMKtec NucBox K11
Processor	Microsoft SQ1 @ 3.00 GHz 1 Processor, 8 Cores	AMD Ryzen 9 8945HS @ 4.00 GHz 1 Processor, 8 Cores, 16 Threads
Processor ID	ARMv8 (64-bit) Family 8 Model 805 Revision D0E	AuthenticAMD Family 25 Model 117 Stepping 2
Processor Codename
Processor Package
Motherboard	Microsoft Corporation Surface Pro X	GMKtec NucBox K11
Northbridge
Southbridge
BIOS	Microsoft Corporation 3.703.140	American Megatrends International, LLC. NucBox K11 1.01
Memory	8.00 GB	32.00 GB

AI Performance

	Microsoft Corporation Surface Pro X	GMKtec NucBox K11	Difference
Image Classification (SP)	177	5111	3.5%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Image Classification (HP)	196	7627	2.6%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Image Classification (Q)	834	4773	17.5%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Image Segmentation (SP)	208	7019	3.0%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Image Segmentation (HP)	711	8285	8.6%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Image Segmentation (Q)	807	6586	12.3%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Pose Estimation (SP)	760	82665	0.9%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Pose Estimation (HP)	837	203743	0.4%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Pose Estimation (Q)	3850	73299	5.3%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Object Detection (SP)	199	6192	3.2%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Object Detection (HP)	203	9122	2.2%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Object Detection (Q)	766	5651	13.6%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Face Detection (SP)	435	14363	3.0%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Face Detection (HP)	461	19051	2.4%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Face Detection (Q)	1106	13180	8.4%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Depth Estimation (SP)	571	36197	1.6%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Depth Estimation (HP)	701	63796	1.1%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Depth Estimation (Q)	2221	30313	7.3%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Style Transfer (SP)	1992	124189	1.6%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Style Transfer (HP)	3285	276635	1.2%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Style Transfer (Q)	7721	113684	6.8%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Image Super-Resolution (SP)	386	23014	1.7%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Image Super-Resolution (HP)	208	34422	0.6%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Image Super-Resolution (Q)	840	18378	4.6%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Text Classification (SP)	358	2153	16.6%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Text Classification (HP)	129	2358	5.5%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Text Classification (Q)	443	1481	29.9%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Machine Translation (SP)	407	2140	19.0%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Machine Translation (HP)	344	2189	15.7%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11
Machine Translation (Q)	479	1257	38.1%
Microsoft Corporation Surface Pro X
GMKtec NucBox K11

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