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Community performance summary

AMD Radeon PRO W6800X Duo ×2

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

8 signed runs · 0 verified · 2 testers
Median prompt612.23tok/s · 429.66 to 1271.9
Median generation60.32tok/s · 40.3 to 89.97
Configurations2Q4_K_M · UD-Q4_K_S
Last observedJul 18RDNA 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 GPU6 groups
Qwen3 4B1 run→Meta Llama 3.1 8B2 runs→Qwen3 8B1 run→GLM 4 9B1 run→Qwen3.6 35B-A3B2 runs→Gemma 4 12B1 run→
macOS

macOS 26.5 Tahoe

Recorded evidence

Inspect every run.

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

1 to 8 of 8 configurations

Verified benchmark Community submission
Model / quantHardwareArchitecturePromptGenerationSource
Qwen3 4BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon PRO W6800X Duo ×2127.94 GB VRAM
RDNA 2
1271.9tok/s
89.97tok/s
Flint Ironstag✓Jul 18, 2026
Meta Llama 3.1 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon PRO W6800X Duo ×2127.94 GB VRAM
RDNA 2
612.88tok/s
67tok/s
Flint Ironstag✓Jul 18, 2026
Meta Llama 3.1 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon PRO W6800X Duo ×2127.94 GB VRAM
RDNA 2
611.58tok/s
66.87tok/s
ToshLLM community✓Jul 18, 2026
Qwen3 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon PRO W6800X Duo ×2127.94 GB VRAM
RDNA 2
601.17tok/s
65.24tok/s
Flint Ironstag✓Jul 18, 2026
GLM 4 9BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon PRO W6800X Duo ×2127.94 GB VRAM
RDNA 2
528.49tok/s
55.39tok/s
Flint Ironstag✓Jul 18, 2026
Qwen3.6 35B-A3BUD-Q4_K_S · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon PRO W6800X Duo ×2127.94 GB VRAM
RDNA 2
952.42tok/s
54.76tok/s
Flint Ironstag✓Jul 18, 2026
Qwen3.6 35B-A3BUD-Q4_K_S · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon PRO W6800X Duo ×2127.94 GB VRAM
RDNA 2
940.75tok/s
54.54tok/s
Flint Ironstag✓Jul 18, 2026
Gemma 4 12BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon PRO W6800X Duo ×2127.94 GB VRAM
RDNA 2
429.66tok/s
40.3tok/s
Flint Ironstag✓Jul 18, 2026