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Microsoft Surface Laptop Ultra (RTX Spark N1X): llama.cpp speeds on 2026 models (Micro Center)

GPU(s)Nvidia RTX Spark N1X, 6,144-core Blackwell GPU (unified)
VRAM / unified memory (GB)
CPUNvidia RTX Spark N1X, 20-core Grace CPU
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Motherboard
RAM
PSU
Other
Reported total cost
PowerAvg GPU power while generating: 43-48 W

Measured speed (generation tokens/sec)

ModelQuantEnginetok/s
Nemotron 3 Nano Omni 30Bgeneral, short (~90-token) promptllama.cpp (Nvidia ARM64 build)63.9
GLM 4.7 Flashgeneral, short promptllama.cpp (Nvidia ARM64 build)55.6
Qwen3.5 122BA10B, general, short promptllama.cpp (Nvidia ARM64 build)35.2
Muse Glimmer 30Bgeneral, short promptllama.cpp (Nvidia ARM64 build)15.9
Qwen3.8 27Bgeneral, short promptllama.cpp (Nvidia ARM64 build)14.5

Micro Center benchmarks, 15 Oct 2026. Long (~9,000-token) prompts were within a few tok/s (e.g. Qwen3.8 27B 14.1, Qwen3.5 122B 34.0). The article does not state the tested unit's memory configuration or quantization.

Source: https://www.microcenter.com/site/mc-news/article/benchmarking-the-rtx-spark.aspx

Blank fields = not stated in the source. We never estimate build data; GPU street prices above are separately sourced and dated.

Rent before you buy: try this model on a cloud GPU for a few dollars first: RunPod

Quick answers: Can RTX Spark N1X run GLM 4.7 Flash? · Can RTX Spark N1X run Muse Glimmer 30B? · Can RTX Spark N1X run Nemotron 3 Nano Omni 30B? · Can RTX Spark N1X run Qwen3.5 122B? · Can RTX Spark N1X run Qwen3.8 27B?