Community performance summary

Vega II + W6800X

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 prompt1293.17tok/s · 280.34 to 1334.01

Median generation73.29tok/s · 42.24 to 110.45

Configurations3Q4_K_M · UD-Q4_K_M · UD-Q4_K_S

Last observedJul 27GCN / 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.

Models on this GPU4 groups

GPT OSS 20B1 run→Qwen3 Coder 30B-A3B2 runs→Gemma 4 26B-A4B3 runs→Qwen3.6 35B-A3B1 run→

Recorded evidence

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1 to 8 of 7 configurations

Verified benchmark Community submission

Model / quant	Hardware	Architecture	Prompt	Generation	Source
GPT OSS 20BQ4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon Pro Vega II + AMD Radeon PRO W6800X63.97 GB VRAM	GCN / Vega + RDNA 2	1334.01tok/s	110.45tok/s	gervaiscoquil✓Jul 27, 2026
Qwen3 Coder 30B-A3BQ4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon Pro Vega II + AMD Radeon PRO W6800X63.97 GB VRAM	GCN / Vega + RDNA 2	1293.17tok/s	94.98tok/s	gervaiscoquil✓Jul 22, 2026
Gemma 4 26B-A4BUD-Q4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon Pro Vega II + AMD Radeon PRO W6800X63.97 GB VRAM	GCN / Vega + RDNA 2	1318.81tok/s	73.54tok/s	gervaiscoquil✓Jul 22, 2026
Gemma 4 26B-A4BUD-Q4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon Pro Vega II + AMD Radeon PRO W6800X63.97 GB VRAM	GCN / Vega + RDNA 2	1318.13tok/s	73.29tok/s	ToshLLM community✓Jul 22, 2026
Qwen3 Coder 30B-A3BQ4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon Pro Vega II + AMD Radeon PRO W6800X63.97 GB VRAM	GCN / Vega + RDNA 2	346.78tok/s	53.32tok/s	gervaiscoquil✓Jul 18, 2026
Gemma 4 26B-A4BUD-Q4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon Pro Vega II + AMD Radeon PRO W6800X63.97 GB VRAM	GCN / Vega + RDNA 2	484.84tok/s	48.18tok/s	gervaiscoquil✓Jul 18, 2026
Qwen3.6 35B-A3BUD-Q4_K_S · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon Pro Vega II + AMD Radeon PRO W6800X63.97 GB VRAM	GCN / Vega + RDNA 2	280.34tok/s	42.24tok/s	gervaiscoquil✓Jul 18, 2026

Vega II + W6800X

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