Community performance summary

Gemma 4 26B-A4B × AMD Radeon Pro 5600M

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

7 signed runs · 0 verified · 1 tester
Median prompt157.18tok/s · 99.85 to 175.87
Median generation11.17tok/s · 9.88 to 12.82
Configurations2UD-Q4_K_M · UD-Q6_K
Last observedSep 4RDNA 1

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
UD-Q4_K_M5 runsUD-Q6_K2 runs
macOS

macOS 15.7.7 Sequoia · macOS 15.7.9 Sequoia · 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 7 configurations

Verified benchmark Community submission
Model / quantHardwareArchitecturePromptGenerationSource
Gemma 4 26B-A4BUD-Q4_K_M · MoE · Signed ToshLLM app · ncmoe 40 · amd-gpu · Metal · comparison
RDNA 1
175.87tok/s
12.82tok/s
ToshLLM communitySep 3, 2026
Gemma 4 26B-A4BUD-Q4_K_M · MoE · Signed ToshLLM app · ncmoe 38 · amd-gpu · Metal · comparison
RDNA 1
167.09tok/s
11.78tok/s
ToshLLM communityJul 24, 2026
Gemma 4 26B-A4BUD-Q4_K_M · MoE · Signed ToshLLM app · ncmoe 40 · amd-gpu · Metal · comparison
RDNA 1
157.18tok/s
11.59tok/s
ToshLLM communitySep 1, 2026
Gemma 4 26B-A4BUD-Q4_K_M · MoE · Signed ToshLLM app · ncmoe 40 · amd-gpu · Metal · comparison
RDNA 1
174.36tok/s
11.17tok/s
ToshLLM communitySep 2, 2026
Gemma 4 26B-A4BUD-Q4_K_M · MoE · Signed ToshLLM app · ncmoe 37 · amd-gpu · Metal · comparison
RDNA 1
105.03tok/s
10.6tok/s
ToshLLM communitySep 4, 2026
Gemma 4 26B-A4BUD-Q6_K · MoE · Signed ToshLLM app · ncmoe 40 · amd-gpu · Metal · comparison
RDNA 1
113.05tok/s
10.19tok/s
ToshLLM communitySep 2, 2026
Gemma 4 26B-A4BUD-Q6_K · MoE · Signed ToshLLM app · ncmoe 40 · amd-gpu · Metal · comparison
RDNA 1
99.85tok/s
9.88tok/s
ToshLLM communitySep 1, 2026