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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

lfm2.5:latest

OLLAMA GGUF

lfm2moe · 8.5B · Q4_K_M

Good

Jun 11, 2026 · Intel Core™ i5-8350U

Global Score
92 vs 73
Hardware Fit
100 vs 93
Quality Score
89 vs 65

Hardware

google/gemma-4-12b… lfm2.5:latest
MachineMicro-Star International Co., Ltd. MS-7E51LENOVO 20L7CTO1WW
CPUAMD Ryzen 7 9700X 8-Core ProcessorIntel Core™ i5-8350U
Cores168
RAM31 GB23 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsKaby Lake-R GT2 [UHD Graphics 620]
OSMicrosoft Windows 11 Pro 10.0.26200Fedora Linux 44
Archx64x64
Power Modebalancedperformance

Performance

google/gemma-4-12b… lfm2.5:latest
Tokens/sec90.718.3
First chunk26 ms981 ms
TTFT127 ms981 ms
Load timeN/A8.0 s
Memory usage6.7 GB4.9 GB
Memory %21%21%

HW Fit Score Breakdown

google/gemma-4-12b-qat

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

lfm2.5:latest

Speed
43/50
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

lfm2.5:latest

Reasoning
2/20
Coding
11/20
Instruction
14/20
Structured
13/15
Math
15/15
Multilingual
10/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
View google/gemma-4-12b… details | View lfm2.5:latest details

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$ npm install -g metrillm@latest
$ metrillm

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Or run without installing: npx metrillm@latest