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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

qwen2.5:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Jun 17, 2026 · ZHAOXIN KaiXian KX-7000 KaiXian KX-7000

Global Score
92 vs 65
Hardware Fit
100 vs 87
Quality Score
89 vs 56

Hardware

google/gemma-4-12b… qwen2.5:1.5b
MachineMicro-Star International Co., Ltd. MS-7E51Shanghai Zhaoxin Semiconductor Co., Ltd. ZXE CRB
CPUAMD Ryzen 7 9700X 8-Core ProcessorZHAOXIN KaiXian KX-7000 KaiXian KX-7000
Cores168
RAM31 GB30 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsZX C-1190
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26100
Archx64x64
Power Modebalancedbalanced

Performance

google/gemma-4-12b… qwen2.5:1.5b
Tokens/sec90.716.8
First chunk26 ms941 ms
TTFT127 ms941 ms
Load timeN/A0.2 s
Memory usage6.7 GB1.0 GB
Memory %21%3%

HW Fit Score Breakdown

google/gemma-4-12b-qat

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

qwen2.5:1.5b

Speed
37/50
TTFT
20/20
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

qwen2.5:1.5b

Reasoning
8/20
Coding
10/20
Instruction
12/20
Structured
13/15
Math
5/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View google/gemma-4-12b… details | View qwen2.5:1.5b 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