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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

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Jun 18, 2026 · AMD Ryzen 5 5500U

Global Score
74 vs 82
Hardware Fit
46 vs 71
Quality Score
86 vs 87

Hardware

google/gemma-4-12b… qwen3-coder:30b
MachineDocker ContainerHP HP Pavilion Laptop 15-eh1xxx
CPUIntel Gen Intel® Core™ i9-11900HAMD Ryzen 5 5500U
Cores1612
RAM15 GB63 GB
GPUTigerLake-H GT1 [UHD Graphics]AMD Radeon(TM) Graphics
OSUbuntu 26.04 LTSMicrosoft Windows 10 Enterprise LTSC 10.0.19044
Archx64x64
Power Modeperformancebalanced

Performance

google/gemma-4-12b… qwen3-coder:30b
Tokens/sec5.014.3
First chunk64 ms869 ms
TTFT5.5 s869 ms
Load time9.5 s0.3 s
Memory usage0.0 GB20.5 GB
Memory %0%32%

HW Fit Score Breakdown

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

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

qwen3-coder:30b

Speed
22/50
TTFT
20/20
Memory
29/30

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

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View google/gemma-4-12b… details | View qwen3-coder:30b details

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$ npm install -g metrillm@latest
$ metrillm

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Or run without installing: npx metrillm@latest