llamaperf

AMD MI50 16GB vs NVIDIA RTX 5090 for local LLMs

4 reports on the AMD MI50 16GB and 175 on the NVIDIA RTX 5090

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 1.8x higher on the NVIDIA RTX 5090 (1,024 GB/s on the AMD MI50 16GB, 1,792 on the NVIDIA RTX 5090). The estimates below compare them on the models people run most.

AMD MI50 16GB
Memory
16GB
Memory bandwidth
1,024 GB/s
FP16 compute
26.5 TFLOPS
Reports
4
NVIDIA RTX 5090
Memory
32GB
Memory bandwidth
1,792 GB/s
FP16 compute
419 TFLOPS
Reports
175

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.

ModelAMD MI50 16GBNVIDIA RTX 5090
Qwen3.8 27B66.7 t/sQ2_K44.9 t/sQ6_K
Qwen3.8 125B · 6B activedoesn't fit at these settings20.3 t/sQ2_K, experts in RAM
Qwen3.6 35B · 3B active220.8 t/sQ2_K163.0 t/sQ5_K_M
DeepSeek V4 Flash 284B · 13B activedoesn't fit at these settingsdoesn't fit at these settings
Qwen3.6 27B66.7 t/sQ2_K44.9 t/sQ6_K
Gemma 4 26B · 4B active148.9 t/sQ3_K_S114.5 t/sQ6_K

Change the context, RAM or model in the calculator: AMD MI50 16GB · NVIDIA RTX 5090

Every report on each card, with its source: AMD MI50 16GB · NVIDIA RTX 5090

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