llamaperf

M5 Ultra 256GB vs NVIDIA RTX 5060 Ti 16GB for local LLMs

31 reports on the M5 Ultra 256GB and 72 on the NVIDIA RTX 5060 Ti 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. Memory bandwidth, which caps how fast a card can write, is 2.7x higher on the M5 Ultra 256GB (1,229 GB/s on the M5 Ultra 256GB, 448 on the NVIDIA RTX 5060 Ti 16GB). The estimates below compare them on the models people run most.

M5 Ultra 256GB
Memory
256GB unified
Memory bandwidth
1,229 GB/s
FP16 compute
not on record
Reports
31
NVIDIA RTX 5060 Ti 16GB
Memory
16GB
Memory bandwidth
448 GB/s
FP16 compute
95 TFLOPS
Reports
72

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.

ModelM5 Ultra 256GBNVIDIA RTX 5060 Ti 16GB
Qwen3.8 27B14.9 t/sFP1629.2 t/sQ2_K
Qwen3.8 125B · 6B active50.8 t/sQ8_0doesn't fit at these settings
Qwen3.6 35B · 3B active53.5 t/sFP1696.6 t/sQ2_K
DeepSeek V4 Flash 284B · 13B active66.9 t/sQ4_K_Mdoesn't fit at these settings
Qwen3.6 27B14.9 t/sFP1629.2 t/sQ2_K
Gemma 4 26B · 4B active40.1 t/sFP1665.1 t/sQ3_K_S

Change the context, RAM or model in the calculator: M5 Ultra 256GB · NVIDIA RTX 5060 Ti 16GB

Every report on each card, with its source: M5 Ultra 256GB · NVIDIA RTX 5060 Ti 16GB

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