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Community performance summary

Qwen3 8B

11 GPU configurations measured with this model. Compare hardware differences, quantizations and every recorded result.

11 signed runs · 1 verified · 5 testers
Median prompt315.13tok/s · 115.63 to 601.17
Median generation31.45tok/s · 3.15 to 65.24
Configurations1Q4_K_M
Last observedSep 10GCN / Vega · GCN / Vega + RDNA 2 · RDNA 1 · RDNA 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.

Hardware tested11 groups
AMD Radeon Vega ×6 + AMD Radeon Pro 580X1 run→AMD Radeon Pro 5600M1 run→AMD Radeon Pro 5500M1 run→AMD Radeon Pro Vega 201 run→AMD Radeon RX 6600 XT1 run→AMD Radeon Pro 5300M1 run→AMD Radeon Vega1 run→AMD Radeon Vega ×4 + AMD Radeon PRO W6800X Duo ×21 run→AMD Radeon Vega ×41 run→AMD Radeon PRO W6800X Duo ×21 run→RX 6700 XT1 run→
macOS

macOS 15.7.2 Sequoia · macOS 15.7.7 Sequoia · macOS 15.7.9 Sequoia · macOS 26.5 Tahoe · macOS 26.5.2 Tahoe · macOS 26.6.2 Tahoe

Recorded evidence

Inspect every run.

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

1 to 8 of 11 configurations

Verified benchmark Community submission
Model / quantHardwareArchitecturePromptGenerationSource
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
Qwen3 8BQ4_K_M · Dense · comparison
RX 6700 XT12 GB VRAM
RDNA 2
476tok/s
60tok/s
ToshLLM LabJul 15, 2026
Qwen3 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon RX 6600 XT7.98 GB VRAM
RDNA 2
570.26tok/s
42.02tok/s
ardentwheelAug 1, 2026
Qwen3 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Vega15.98 GB VRAM
GCN / Vega
266.06tok/s
33.27tok/s
ToshLLM community✓Jul 20, 2026
Qwen3 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Pro 5600M7.98 GB VRAM
RDNA 1
315.13tok/s
31.78tok/s
ToshLLM communitySep 3, 2026
Qwen3 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Vega ×6 + AMD Radeon Pro 580X103.91 GB VRAM
GCN / Vega
548.52tok/s
31.45tok/s
Flint IronstagSep 10, 2026
Qwen3 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Vega ×4 + AMD Radeon PRO W6800X Duo ×2191.88 GB VRAM
GCN / Vega + RDNA 2
396.42tok/s
29.41tok/s
Flint Ironstag✓Jul 20, 2026
Qwen3 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Pro 5500M7.98 GB VRAM
RDNA 1
229.68tok/s
22.98tok/s
ToshLLM communityAug 30, 2026
Qwen3 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Vega ×463.94 GB VRAM
GCN / Vega
262.11tok/s
17.59tok/s
Flint Ironstag✓Jul 20, 2026
Qwen3 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Pro Vega 203.98 GB VRAM
GCN / Vega
115.63tok/s
3.27tok/s
ToshLLM communityAug 30, 2026
Qwen3 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Pro 5300M3.98 GB VRAM
RDNA 1
153.52tok/s
3.15tok/s
SpidlaDevJul 21, 2026