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google/gemma-4-12b-it-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

qwen3-coder:30b-a3b-q4_K_M

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Marginal

Jun 18, 2026 · Intel Core™ Ultra 9 285HX

Global Score
74 vs 52
Hardware Fit
46 vs 69
Quality Score
86 vs 45

Hardware

google/gemma-4-12b… qwen3-coder:30b-a3…
MachineDocker ContainerMicro-Star International Co., Ltd. Titan 18 HX AI A2XWJG
CPUIntel Gen Intel® Core™ i9-11900HIntel Core™ Ultra 9 285HX
Cores1624
RAM15 GB63 GB
GPUTigerLake-H GT1 [UHD Graphics]Intel(R) Graphics, NVIDIA GeForce RTX 5090 Laptop GPU
OSUbuntu 26.04 LTSMicrosoft Windows 11 Home Single Language 10.0.26200
Archx64x64
Power Modeperformancebalanced

Performance

google/gemma-4-12b… qwen3-coder:30b-a3…
Tokens/sec5.029.4
First chunk64 ms593 ms
TTFT5.5 s593 ms
Load time9.5 s14.2 s
Memory usage0.0 GB42.6 GB
Memory %0%67%

HW Fit Score Breakdown

google/gemma-4-12b-it-qat

Speed
9/50
TTFT
7/20
Memory
30/30

qwen3-coder:30b-a3b-q4_…

Speed
33/50
TTFT
20/20
Memory
16/30

Quality

google/gemma-4-12b-it-qat

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

qwen3-coder:30b-a3b-q4_…

Reasoning
16/20
Coding
18/20
Instruction
0/20
Structured
0/15
Math
11/15
Multilingual
0/10
Reasoning: Strong Coding: Strong Instruction Following: Poor Structured Output: Poor Math: Strong Multilingual: Poor
View google/gemma-4-12b… details | View qwen3-coder:30b-a3… details

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