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

LM-STUDIO GGUF

gemma4 · 12B · Q4_K_XL

Good

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

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

Global Score
75 vs 68
Hardware Fit
48 vs 59
Quality Score
86 vs 72

Hardware

unsloth/gemma-4-12… qwen2.5-coder:7b
MachineDocker ContainerASUS
CPUIntel Gen Intel® Core™ i9-11900HIntel Gen Intel® Core™ i7-13700K
Cores1624
RAM15 GB64 GB
GPUTigerLake-H GT1 [UHD Graphics]NVIDIA GeForce RTX 3070
OSUbuntu 26.04 LTSMicrosoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modeperformanceunknown

Performance

unsloth/gemma-4-12… qwen2.5-coder:7b
Tokens/sec6.034.4
First chunk27 ms1991 ms
TTFT5.1 s2.0 s
Load time8.4 s40.6 s
Memory usage0.0 GB5.0 GB
Memory %0%8%

HW Fit Score Breakdown

unsloth/gemma-4-12b-it-…

Speed
10/50
TTFT
8/20
Memory
30/30

qwen2.5-coder:7b

Speed
38/50
TTFT
12/20
Memory
9/30

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

qwen2.5-coder:7b

Reasoning
11/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
View unsloth/gemma-4-12… details | View qwen2.5-coder:7b details

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$ npm install -g metrillm@latest
$ metrillm

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Or run without installing: npx metrillm@latest