unsloth/gemma-4-12b-it-qat
LM-STUDIO GGUFgemma4 · 12B · Q4_K_XL
Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H
gptoss · 20.9B · MXFP4
OLLAMA GGUFgptoss · 20.9 · MXFP4
Jul 9, 2026 · Intel Core™ i5-10400
Global Score
75 vs 84
Hardware Fit
48 vs 69
Quality Score
86 vs 91
Hardware
unsloth/gemma-4-12… gptoss · 20.9B · M…
MachineDocker ContainerMac Pro
CPUIntel Gen Intel® Core™ i9-11900HIntel Core™ i5-10400
Cores1612
RAM15 GB32 GB
GPUTigerLake-H GT1 [UHD Graphics]AMD Radeon RX 6700 XT
OSUbuntu 26.04 LTSmacOS 26.5.1
Archx64x64
Power Modeperformancebalanced
Performance
unsloth/gemma-4-12… gptoss · 20.9B · M…
Tokens/sec6.017.5
First chunk27 ms643 ms
TTFT5.1 s7.7 s
Load time8.4 s0.0 s
Memory usage0.0 GB0.8 GB
Memory %0%3%
HW Fit Score Breakdown
unsloth/gemma-4-12b-it-…
Speed
10/50
TTFT
8/20
Memory
30/30
gptoss · 20.9B · MXFP4
Speed
34/50
TTFT
5/20
Memory
30/30
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
gptoss · 20.9B · MXFP4
Reasoning
19/20
Coding
19/20
Instruction
13/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
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