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NVIDIA DGX Spark vs NVIDIA RTX Pro 5000 Blackwell 72GB for local LLMs

57 reports on the NVIDIA DGX Spark and 0 on the NVIDIA RTX Pro 5000 Blackwell 72GB

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. Memory bandwidth, which caps how fast a card can write, is 4.9x higher on the NVIDIA RTX Pro 5000 Blackwell 72GB (273 GB/s on the NVIDIA DGX Spark, 1,344 on the NVIDIA RTX Pro 5000 Blackwell 72GB). 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 Pro 5000 Blackwell 72GB
Memory
72GB
Memory bandwidth
1,344 GB/s
FP16 compute
258 TFLOPS
Reports
0

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 Pro 5000 Blackwell 72GB
Qwen3.8 27B4.0 t/sFP1613.7 t/sFP16
Qwen3.8 125B · 6B active14.4 t/sQ6_K95.0 t/sQ3_K_M
DeepSeek V4 Flash 284B · 13B active38.3 t/sQ2_K9.2 t/sQ2_K, experts in RAM
Qwen3.6 35B · 3B active14.5 t/sFP1698.6 t/sQ8_0
Qwen3.6 27B4.0 t/sFP1613.7 t/sFP16
Gemma 4 26B · 4B active10.8 t/sFP1632.7 t/sFP16

Change the context, RAM or model in the calculator: NVIDIA DGX Spark · NVIDIA RTX Pro 5000 Blackwell 72GB

Every report on each card, with its source: NVIDIA DGX Spark · NVIDIA RTX Pro 5000 Blackwell 72GB

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