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google/gemma-4-12b-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Excellent

Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor

gpt-oss:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Jul 3, 2026 · AMD RYZEN AI MAX+ 395

Global Score
92 vs 94
Hardware Fit
100 vs 91
Quality Score
89 vs 95

Hardware

google/gemma-4-12b… gpt-oss:20b
MachineMicro-Star International Co., Ltd. MS-7E51Framework Desktop (AMD Ryzen AI Max 300 Series)
CPUAMD Ryzen 7 9700X 8-Core ProcessorAMD RYZEN AI MAX+ 395
Cores1632
RAM31 GB64 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsAMD Radeon(TM) 8060S Graphics
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro for Workstations 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

google/gemma-4-12b… gpt-oss:20b
Tokens/sec90.748.0
First chunk26 ms357 ms
TTFT127 ms2.3 s
Load timeN/A0.2 s
Memory usage6.7 GB16.4 GB
Memory %21%26%

HW Fit Score Breakdown

google/gemma-4-12b-qat

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

gpt-oss:20b

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

Quality

google/gemma-4-12b-qat

Reasoning
17/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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 google/gemma-4-12b… details | View gpt-oss:20b details

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$ metrillm

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Or run without installing: npx metrillm@latest