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gemma4:12b-fast

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Nov 13, 2026 · Intel Gen Intel® Core™ i7-12700

qwen3.6-27b-mtp

LM-STUDIO GGUF

qwen35 · 27B · Q5_K_M

Excellent

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score
85 vs 89
Hardware Fit
80 vs 85
Quality Score
87 vs 91

Hardware

gemma4:12b-fast qwen3.6-27b-mtp
MachineASUSASUS
CPUIntel Gen Intel® Core™ i7-12700AMD Ryzen 7 7800X3D 8-Core Processor
Cores2016
RAM30 GB31 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060NVIDIA GeForce RTX 4090, Raphael
OSUbuntu 26.04.1 LTScachyos rolling
Archx64x64
Power Modelow-powerperformance

Performance

gemma4:12b-fast qwen3.6-27b-mtp
Tokens/sec75.974.9
First chunk169 ms3 ms
TTFT30.0 s235 ms
Load time8.4 sN/A
Memory usage1.3 GB21.5 GB
Memory %5%70%

HW Fit Score Breakdown

gemma4:12b-fast

Speed
50/50
TTFT
0/20
Memory
30/30

qwen3.6-27b-mtp

Speed
50/50
TTFT
20/20
Memory
15/30

Quality

gemma4:12b-fast

Reasoning
18/20
Coding
14/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.6-27b-mtp

Reasoning
18/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View gemma4:12b-fast details | View qwen3.6-27b-mtp details

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$ npm install -g metrillm@latest
$ metrillm

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Or run without installing: npx metrillm@latest