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NVIDIA DGX Spark vs NVIDIA RTX 3080 Laptop 16GB for local LLMs

57 reports on the NVIDIA DGX Spark and 2 on the NVIDIA RTX 3080 Laptop 16GB

Which is faster for local LLMs?

Nobody has reported the same model at the same quant on both cards yet, so there's no measured head-to-head. The estimates below compare them on the models people run most.

NVIDIA DGX Spark
Memory
128GB unified
Memory bandwidth
273 GB/s
FP16 compute
125 TFLOPS
Reports
57
NVIDIA RTX 3080 Laptop 16GB
Memory
16GB
Memory bandwidth
not on record
FP16 compute
not on record
Reports
2

Estimated by the calculator

The quant the calculator recommends for each card and its estimated speed at a 32,768-token context with 32 GB of system RAM, from memory bandwidth and the model's shape.

ModelNVIDIA DGX SparkNVIDIA RTX 3080 Laptop 16GB
Qwen3.8 27B4.0 t/sFP16no estimateQ2_K
Qwen3.8 125B · 6B active14.4 t/sQ6_Kdoesn't fit at these settings
DeepSeek V4 Flash 284B · 13B active38.3 t/sQ2_Kdoesn't fit at these settings
Qwen3.6 35B · 3B active14.5 t/sFP16no estimateQ2_K
Qwen3.6 27B4.0 t/sFP16no estimateQ2_K
Gemma 4 26B · 4B active10.8 t/sFP16no estimateQ3_K_S

Change the context, RAM or model in the calculator: NVIDIA DGX Spark · NVIDIA RTX 3080 Laptop 16GB

Every report on each card, with its source: NVIDIA DGX Spark · NVIDIA RTX 3080 Laptop 16GB

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