Community performance summary

AMD Radeon Pro Vega II

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

11 signed runs · 0 verified · 5 testers

Median prompt432.42tok/s · 143.86 to 2275.38

Median generation47.9tok/s · 17.11 to 96.88

Configurations5Q4_K_M · Q4_K_S · Q8_0

Last observedAug 28GCN / Vega

What the results show

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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 GPU6 groups

Qwen3 Coder 30B-A3B2 runs→Qwen3 VL 2B1 run→Qwen3 4B1 run→Qwen3.8 27B1 run→Qwen3.6 35B A3B3 runs→Gemma 4 26B A4B3 runs→

Recorded evidence

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1 to 8 of 11 configurations

Verified benchmark Community submission

Model / quant	Hardware	Architecture	Prompt	Generation	Source
Qwen3 VL 2BQ8_0 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon Pro Vega II31.98 GB VRAM	GCN / Vega	2275.38tok/s	96.88tok/s	simmc303Aug 26, 2026
Qwen3 4BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon Pro Vega II31.98 GB VRAM	GCN / Vega	1199.09tok/s	69.2tok/s	simmc303Aug 26, 2026
Qwen3 Coder 30B-A3BQ4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon Pro Vega II31.98 GB VRAM	GCN / Vega	617.65tok/s	54.89tok/s	simmc303Aug 28, 2026
Qwen3 Coder 30B-A3BQ4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon Pro Vega II31.98 GB VRAM	GCN / Vega	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 II31.98 GB VRAM	GCN / Vega	484.84tok/s	48.18tok/s	gervaiscoquil✓Jul 18, 2026
Gemma 4 26B A4BQ4_K_M · MoE · comparison	Radeon Pro Vega II32 GB VRAM	GCN / Vega	190.3tok/s	47.9tok/s	Mac Pro communityJul 16, 2026
Gemma 4 26B-A4BUD-Q4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon Pro Vega II31.98 GB VRAM	GCN / Vega	483.53tok/s	47.63tok/s	ButterChickenJul 20, 2026
Qwen3.6 35B-A3BUD-Q4_K_S · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon Pro Vega II31.98 GB VRAM	GCN / Vega	280.34tok/s	42.24tok/s	gervaiscoquil✓Jul 18, 2026
Qwen3.6 35B A3BQ4_K_S · MoE · All experts in VRAM · comparison	Radeon Pro Vega II32 GB VRAM	GCN / Vega	284.7tok/s	42.1tok/s	Mac Pro communityJul 16, 2026
Qwen3.6 35B-A3BUD-Q4_K_S · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon Pro Vega II31.98 GB VRAM	GCN / Vega	432.42tok/s	41.97tok/s	ToshLLM communityAug 4, 2026
Qwen3.8 27BUD-Q4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon Pro Vega II31.98 GB VRAM	GCN / Vega	143.86tok/s	17.11tok/s	simmc303Aug 25, 2026

AMD Radeon Pro Vega II

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