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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

orcarouter/Qwen3.8-27B-Uncensored:iq4_xs

OLLAMA GGUF

qwen35 · 27.3B · IQ4_XS

Excellent

Sep 11, 2026 · Intel Core™ i5-10400

Global Score
75 vs 88
Hardware Fit
48 vs 69
Quality Score
86 vs 96

Hardware

unsloth/gemma-4-12… orcarouter/Qwen3.8…
MachineDocker ContainerASUS
CPUIntel Gen Intel® Core™ i9-11900HIntel Core™ i5-10400
Cores1612
RAM15 GB16 GB
GPUTigerLake-H GT1 [UHD Graphics]Todesk Virtual Display Adapter, AskLink Display Adapter (SDR), OrayIddDriver Device, NVIDIA GeForce RTX 3080
OSUbuntu 26.04 LTSMicrosoft Windows 10 专业版 10.0.19045
Archx64x64
Power Modeperformancebalanced

Performance

unsloth/gemma-4-12… orcarouter/Qwen3.8…
Tokens/sec6.039.5
First chunk27 ms220 ms
TTFT5.1 s3.2 s
Load time8.4 s13.7 s
Memory usage0.0 GB14.2 GB
Memory %0%89%

HW Fit Score Breakdown

unsloth/gemma-4-12b-it-…

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

orcarouter/Qwen3.8-27B-…

Speed
50/50
TTFT
14/20
Memory
5/30

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

orcarouter/Qwen3.8-27B-…

Reasoning
19/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View unsloth/gemma-4-12… details | View orcarouter/Qwen3.8… details

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$ npm install -g metrillm@latest
$ metrillm

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Or run without installing: npx metrillm@latest