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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

gpt-oss:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Jul 3, 2026 · AMD RYZEN AI MAX+ 395

Global Score
75 vs 94
Hardware Fit
48 vs 91
Quality Score
86 vs 95

Hardware

unsloth/gemma-4-12… gpt-oss:20b
MachineDocker ContainerFramework Desktop (AMD Ryzen AI Max 300 Series)
CPUIntel Gen Intel® Core™ i9-11900HAMD RYZEN AI MAX+ 395
Cores1632
RAM15 GB64 GB
GPUTigerLake-H GT1 [UHD Graphics]AMD Radeon(TM) 8060S Graphics
OSUbuntu 26.04 LTSMicrosoft Windows 11 Pro for Workstations 10.0.26200
Archx64x64
Power Modeperformancebalanced

Performance

unsloth/gemma-4-12… gpt-oss:20b
Tokens/sec6.048.0
First chunk27 ms357 ms
TTFT5.1 s2.3 s
Load time8.4 s0.2 s
Memory usage0.0 GB16.4 GB
Memory %0%26%

HW Fit Score Breakdown

unsloth/gemma-4-12b-it-…

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

gpt-oss:20b

Speed
50/50
TTFT
11/20
Memory
30/30

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

gpt-oss:20b

Reasoning
19/20
Coding
19/20
Instruction
17/20
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 gpt-oss:20b details

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$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest