unsloth/gemma-4-12b-it-qat
LM-STUDIO GGUFgemma4 · 12B · Q4_K_XL
Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H
qwen3.6:35b-a3b-coding-nvfp4
OLLAMA GGUFnvfp4
May 25, 2026 · Apple M4 Pro
Global Score
75 vs 76
Hardware Fit
48 vs 77
Quality Score
86 vs 76
Hardware
unsloth/gemma-4-12… qwen3.6:35b-a3b-co…
MachineDocker ContainerMacBook Pro
CPUIntel Gen Intel® Core™ i9-11900HApple M4 Pro
Cores1614
RAM15 GB48 GB
GPUTigerLake-H GT1 [UHD Graphics]Apple M4 Pro
OSUbuntu 26.04 LTSmacOS 26.4.1
Archx64arm64
Power Modeperformancebalanced
Performance
unsloth/gemma-4-12… qwen3.6:35b-a3b-co…
Tokens/sec6.072.7
First chunk27 ms147 ms
TTFT5.1 s30.0 s
Load time8.4 s5.7 s
Memory usage0.0 GB19.6 GB
Memory %0%41%
HW Fit Score Breakdown
unsloth/gemma-4-12b-it-…
Speed
10/50
TTFT
8/20
Memory
30/30
qwen3.6:35b-a3b-coding-…
Speed
50/50
TTFT
0/20
Memory
27/30
Quality
unsloth/gemma-4-12b-it-…
Reasoning
16/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
qwen3.6:35b-a3b-coding-…
Reasoning
19/20
Coding
9/20
Instruction
13/20
Structured
12/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
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