Community performance summary

AMD Radeon RX 580

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

20 signed runs · 0 verified · 3 testers

Median prompt273.78tok/s · 105.04 to 640.27

Median generation38.08tok/s · 1.09 to 65.23

Configurations8BF16 · K-quant · Q1_0

Last observedSep 14GCN / Vega

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 GPU17 groups

LFM2.5 VL 3B1 run→LFM2.5 8B-A1B1 run→Nanbeige4.1 3B2 runs→Smollm3 3B2 runs→Phi 4 Mini Instruct1 run→Bonsai 8B1 run→Granite 4.2 3B2 runs→Mistralai Mistral 7B1 run→Ornith 1.5 9B1 run→Qwen2.5 Coder 1.5B1 run→MiniCPM5 2.6B1 run→Gemma 4 E2B1 run→

Recorded evidence

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1 to 8 of 20 configurations

Verified benchmark Community submission

Model / quant	Hardware	Architecture	Prompt	Generation	Source
Qwen2.5 Coder 1.5BQ8_0 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	640.27tok/s	65.23tok/s	cloudphreniaSep 10, 2026
LFM2.5 VL 3BQ8_0 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	352.07tok/s	51.65tok/s	cloudphreniaSep 14, 2026
Qwen K-quantK-quant · Dense · Wave64 path; model details pending verification · comparison	RX 5808 GB VRAM	GCN / Vega	285tok/s	51tok/s	Community testerJul 11, 2026
MiniCPM5 2.6BQ8_0 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	395.82tok/s	47.27tok/s	cloudphreniaSep 10, 2026
LFM2.5 8B-A1BQ4_K_M · MoE · Signed ToshLLM app · ncmoe 4 · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	374.39tok/s	44.37tok/s	cloudphreniaSep 14, 2026
Nanbeige4.1 3BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	292.99tok/s	43.63tok/s	cloudphreniaSep 14, 2026
Smollm3 3BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	315.9tok/s	43.32tok/s	cloudphreniaSep 14, 2026
Nanbeige4.1 3BQ8_0 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	276.21tok/s	39.57tok/s	cloudphreniaSep 14, 2026
Gemma 4 E2BQ4_K · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	421.41tok/s	38.44tok/s	cloudphreniaSep 10, 2026
Phi 4 Mini InstructQ8_0 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	264.77tok/s	38.43tok/s	cloudphreniaSep 14, 2026
Qwen3 4BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	271.35tok/s	37.72tok/s	htweedieSep 5, 2026
Bonsai 8BQ1_0 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	133.93tok/s	36.05tok/s	cloudphreniaSep 14, 2026
Granite 4.2 3BQ8_0 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	232.69tok/s	34.13tok/s	cloudphreniaSep 14, 2026
Qwen2.5 Coder 7BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	138.96tok/s	30.07tok/s	cloudphreniaSep 10, 2026
Smollm3 3BBF16 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	383.9tok/s	28.55tok/s	cloudphreniaSep 14, 2026
Granite 4.2 3BBF16 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	259.3tok/s	24.26tok/s	cloudphreniaSep 14, 2026
Mistralai Mistral 7BQ8_0 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	122.26tok/s	22.62tok/s	cloudphreniaSep 14, 2026
Ornith 1.5 9BQ6_K · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	105.04tok/s	22.5tok/s	cloudphreniaSep 14, 2026
Gemma 4 26B-A4BUD-Q4_K_M · MoE · Signed ToshLLM app · ncmoe 45 · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	138.58tok/s	1.61tok/s	htweedieSep 8, 2026
Qwen3 Coder 30B-A3BQ4_K_M · MoE · Signed ToshLLM app · ncmoe 44 · amd-gpu · Metal · comparison	AMD Radeon RX 5808 GB VRAM	GCN / Vega	135.45tok/s	1.09tok/s	htweedieSep 8, 2026

AMD Radeon RX 580

One clear view.Every recorded run.

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One clear view.
Every recorded run.