Community performance summary

AMD Radeon PRO W6800X Duo

4 local models measured on this GPU configuration. Compare quantizations, configurations and the full observed performance range.

7 signed runs · 0 verified · 2 testers
Median prompt1253.18tok/s · 280.26 to 4591.79
Median generation70.69tok/s · 23.45 to 151.79
Configurations3Q4_K_M · Q8_0 · UD-Q4_K_S
Last observedAug 29RDNA 2

What the results show

One clear view.
Every recorded run.

Measurements from comparable hardware and models are presented together. Medians show typical performance, while every signed run remains available below for inspection and sharing.

Models on this GPU4 groups
Qwen3 VL 2B1 run→Qwen3.6 35B-A3B4 runs→Qwen3.8 27B1 run→Qwen3 14B1 run→
macOS

macOS 15.7.3 Sequoia · macOS 26.5.2 Tahoe

Recorded evidence

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1 to 8 of 7 configurations

Verified benchmark Community submission
Model / quantHardwareArchitecturePromptGenerationSource
Qwen3 VL 2BQ8_0 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
RDNA 2
4591.79tok/s
151.79tok/s
PixlaAug 29, 2026
Qwen3.6 35B-A3BUD-Q4_K_S · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison
RDNA 2
1253.18tok/s
71.02tok/s
chafeyAug 25, 2026
Qwen3.6 35B-A3BUD-Q4_K_S · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison
RDNA 2
1262.58tok/s
70.86tok/s
PixlaAug 29, 2026
Qwen3.6 35B-A3BUD-Q4_K_S · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison
RDNA 2
1254.93tok/s
70.69tok/s
chafeyAug 23, 2026
Qwen3.6 35B-A3BUD-Q4_K_S · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison
RDNA 2
1143.21tok/s
63.38tok/s
PixlaAug 2, 2026
Qwen3 14BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
RDNA 2
552.39tok/s
46.56tok/s
chafeyAug 23, 2026
Qwen3.8 27BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
RDNA 2
280.26tok/s
23.45tok/s
PixlaAug 29, 2026