llamaperf

NVIDIA DGX Spark vs M4 Max 36GB for local LLMs

91 reports on the NVIDIA DGX Spark and 2 on the M4 Max 36GB

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 1.5x higher on the M4 Max 36GB (273 GB/s on the NVIDIA DGX Spark, 410 on the M4 Max 36GB). 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
91
M4 Max 36GB
Memory
36GB unified
Memory bandwidth
410 GB/s
FP16 compute
14.7 TFLOPS
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 SparkM4 Max 36GB
Qwen3.8 27B4.0 t/sFP1615.9 t/sQ5_K_M
Qwen3.8 125B · 6B active14.4 t/sQ6_Kdoesn't fit at these settings
Qwen3.6 35B · 3B active14.5 t/sFP1661.3 t/sQ4_K_M
DeepSeek V4 Flash 284B · 13B active38.3 t/sQ2_Kdoesn't fit at these settings
Qwen3.6 27B4.0 t/sFP1615.9 t/sQ5_K_M
Gemma 4 26B · 4B active10.8 t/sFP1640.5 t/sQ5_K_M

Change the context, RAM or model in the calculator: NVIDIA DGX Spark · M4 Max 36GB

Every report on each card, with its source: NVIDIA DGX Spark · M4 Max 36GB

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