llamaperf

AMD RX 6950 XT vs AMD RX 7900 XTX for local LLMs

0 reports on the AMD RX 6950 XT and 47 on the AMD RX 7900 XTX

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 1.7x higher on the AMD RX 7900 XTX (576 GB/s on the AMD RX 6950 XT, 960 on the AMD RX 7900 XTX). The estimates below compare them on the models people run most.

AMD RX 6950 XT
Memory
16GB
Memory bandwidth
576 GB/s
FP16 compute
47.3 TFLOPS
Reports
0
AMD RX 7900 XTX
Memory
24GB
Memory bandwidth
960 GB/s
FP16 compute
123 TFLOPS
Reports
47

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 RX 6950 XTAMD RX 7900 XTX
Qwen3.8 27B37.5 t/sQ2_K34.8 t/sQ4_K_M
Qwen3.8 125B · 6B activedoesn't fit at these settings19.5 t/sQ2_K, experts in RAM
Qwen3.6 35B · 3B active124.2 t/sQ2_K123.2 t/sQ4_K_S
DeepSeek V4 Flash 284B · 13B activedoesn't fit at these settingsdoesn't fit at these settings
Qwen3.6 27B37.5 t/sQ2_K34.8 t/sQ4_K_M
Gemma 4 26B · 4B active83.7 t/sQ3_K_S78.4 t/sQ5_K_S

Change the context, RAM or model in the calculator: AMD RX 6950 XT · AMD RX 7900 XTX

Every report on each card, with its source: AMD RX 6950 XT · AMD RX 7900 XTX

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