Community performance summary

Gemma 4 12B × AMD Radeon Vega

3 signed observations in one performance comparison. Open any run below to inspect its exact configuration and provenance.

3 signed runs · 0 verified · 3 testers
Median prompt232.37tok/s · 230.23 to 368.27
Median generation20.94tok/s · 20.89 to 35.05
Configurations2Q4_K_M · UD-Q4_K_XL
Last observedSep 4GCN / 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.

Quantizations observed2 groups
Q4_K_M2 runsUD-Q4_K_XL1 runs
macOS

macOS 15.7.9 Sequoia · macOS 26.5 Tahoe

Recorded evidence

Inspect every run.

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

1 to 8 of 3 configurations

Verified benchmark Community submission
Model / quantHardwareArchitecturePromptGenerationSource
Gemma 4 12BUD-Q4_K_XL · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Vega15.98 GB VRAM
GCN / Vega
368.27tok/s
35.05tok/s
めろんSep 4, 2026
Gemma 4 12BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Vega15.98 GB VRAM
GCN / Vega
232.37tok/s
20.94tok/s
ToshLLM community✓Jul 20, 2026
Gemma 4 12BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Vega15.98 GB VRAM
GCN / Vega
230.23tok/s
20.89tok/s
Flint Ironstag✓Jul 20, 2026