…Download

Community performance summary

AMD Radeon PRO W6800X

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

3 signed runs · 0 verified · 1 tester
Median prompt5655.79tok/s · 1082.36 to 5805.79
Median generation233.02tok/s · 63.55 to 288.64
Configurations3Q4_K_M · Q8_0 · UD-Q4_K_S
Last observedJul 22RDNA 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 GPU2 groups
Llama 3.2 1B2 runs→Qwen3.6 35B-A3B1 run→
macOS

macOS 15.7.7 Sequoia

Recorded evidence

Inspect every run.

Open any result to review its exact hardware, model configuration, measurements and submission details.

1 to 8 of 3 configurations

Verified benchmark Community submission
Model / quantHardwareArchitecturePromptGenerationSource
Llama 3.2 1BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon PRO W6800X31.98 GB VRAM
RDNA 2
5655.79tok/s
288.64tok/s
BirdsLikeWiresJul 22, 2026
Llama 3.2 1BQ8_0 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon PRO W6800X31.98 GB VRAM
RDNA 2
5805.79tok/s
233.02tok/s
BirdsLikeWiresJul 22, 2026
Qwen3.6 35B-A3BUD-Q4_K_S · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon PRO W6800X31.98 GB VRAM
RDNA 2
1082.36tok/s
63.55tok/s
BirdsLikeWiresJul 22, 2026