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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

Mar 16, 2026 · Intel Core™ i7-4771

Global Score
92 vs 65
Hardware Fit
100 vs 92
Quality Score
89 vs 54

Hardware

google/gemma-4-12b… qwen2.5:1.5b
MachineMicro-Star International Co., Ltd. MS-7E51iMac
CPUAMD Ryzen 7 9700X 8-Core ProcessorIntel Core™ i7-4771
Cores168
RAM31 GB32 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsNVIDIA GeForce GTX 780M
OSMicrosoft Windows 11 Pro 10.0.26200macOS 15.7.3
Archx64x64
Power Modebalancedbalanced

Performance

google/gemma-4-12b… qwen2.5:1.5b
Tokens/sec90.719.6
First chunk26 ms690 ms
TTFT127 ms690 ms
Load timeN/A21.4 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
42/50
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
9/20
Instruction
12/20
Structured
13/15
Math
5/15
Multilingual
7/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Adequate
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