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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

qwen3.8-27b-uncensored-ymq-mtp

LM-STUDIO GGUF

qwen35 · 27B

Excellent

Sep 12, 2026 · AMD Ryzen 5 5600X 6-Core Processor

Global Score
74 vs 84
Hardware Fit
46 vs 81
Quality Score
86 vs 85

Hardware

google/gemma-4-12b… qwen3.8-27b-uncens…
MachineDocker ContainerGigabyte Technology Co., Ltd. X570 AORUS PRO
CPUIntel Gen Intel® Core™ i9-11900HAMD Ryzen 5 5600X 6-Core Processor
Cores1612
RAM15 GB32 GB
GPUTigerLake-H GT1 [UHD Graphics]NVIDIA GeForce RTX 5070 Ti
OSUbuntu 26.04 LTSMicrosoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modeperformancebalanced

Performance

google/gemma-4-12b… qwen3.8-27b-uncens…
Tokens/sec5.018.3
First chunk64 ms9 ms
TTFT5.5 s522 ms
Load time9.5 s7.7 s
Memory usage0.0 GB14.9 GB
Memory %0%47%

HW Fit Score Breakdown

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

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

qwen3.8-27b-uncensored-…

Speed
35/50
TTFT
20/20
Memory
26/30

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

qwen3.8-27b-uncensored-…

Reasoning
16/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View google/gemma-4-12b… details | View qwen3.8-27b-uncens… details

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$ npm install -g metrillm@latest
$ metrillm

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Or run without installing: npx metrillm@latest