Community performance summary

Vega II + W6800X Duo

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

10 signed runs · 0 verified · 1 tester
Median prompt904.44tok/s · 266.48 to 1425.95
Median generation57.27tok/s · 23.72 to 65.99
Configurations3BF16 · MXFP4 · UD-Q4_K_M
Last observedSep 16GCN / Vega + RDNA 2

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

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1 to 8 of 10 configurations

Verified benchmark Community submission
Model / quantHardwareArchitecturePromptGenerationSource
Openai GPT OSS 120BMXFP4 · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison
GCN / Vega + RDNA 2
266.48tok/s
65.99tok/s
threadedSep 14, 2026
Gemma 4 26B-A4BUD-Q4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison
GCN / Vega + RDNA 2
1425.95tok/s
64.29tok/s
threadedSep 16, 2026
Gemma 4 26B-A4BUD-Q4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison
GCN / Vega + RDNA 2
904.07tok/s
57.49tok/s
threadedSep 16, 2026
Gemma 4 26B-A4BUD-Q4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison
GCN / Vega + RDNA 2
945.34tok/s
57.36tok/s
threadedSep 16, 2026
Gemma 4 26B-A4BUD-Q4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison
GCN / Vega + RDNA 2
948.35tok/s
57.33tok/s
threadedSep 16, 2026
Gemma 4 26B-A4BUD-Q4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison
GCN / Vega + RDNA 2
905.89tok/s
57.2tok/s
threadedSep 16, 2026
Gemma 4 26B-A4BUD-Q4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison
GCN / Vega + RDNA 2
904.81tok/s
55.83tok/s
threadedSep 15, 2026
Ornith 1.5 35BBF16 · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison
GCN / Vega + RDNA 2
519.13tok/s
42.78tok/s
threadedSep 14, 2026
Ornith 1.5 9BBF16 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
GCN / Vega + RDNA 2
432.19tok/s
27.18tok/s
threadedSep 14, 2026
Ornith 1.5 35BBF16 · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison
GCN / Vega + RDNA 2
665.15tok/s
23.72tok/s
threadedSep 15, 2026