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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-120B:120b

OLLAMA GGUF

gptoss · 116.8B · MXFP4

Not Rec.

Aug 18, 2026 · Intel Core™ i7-14700F

Global Score
92 vs 66
Hardware Fit
100 vs 14
Quality Score
89 vs 88

Hardware

google/gemma-4-12b… GPT-120B:120b
MachineMicro-Star International Co., Ltd. MS-7E51HP OMEN 35L VALORANT Limited Edition Gaming Desktop PC
CPUAMD Ryzen 7 9700X 8-Core ProcessorIntel Core™ i7-14700F
Cores1628
RAM31 GB64 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsNVIDIA GeForce RTX 5080
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Enterprise 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

google/gemma-4-12b… GPT-120B:120b
Tokens/sec90.710.1
First chunk26 ms6562 ms
TTFT127 ms10.3 s
Load timeN/A49.8 s
Memory usage6.7 GB61.5 GB
Memory %21%96%

HW Fit Score Breakdown

google/gemma-4-12b-qat

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

GPT-120B:120b

Speed
10/50
TTFT
2/20
Memory
2/30

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-120B:120b

Reasoning
18/20
Coding
19/20
Instruction
11/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
View google/gemma-4-12b… details | View GPT-120B:120b 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