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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

qwen2.5:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Excellent

Nov 3, 2026 · Intel Gen Intel® Core™ i9-12900HX

Global Score
85 vs 85
Hardware Fit
80 vs 100
Quality Score
87 vs 79

Hardware

gemma4:12b-fast qwen2.5:7b
MachineASUSMACHENIKE L16P
CPUIntel Gen Intel® Core™ i7-12700Intel Gen Intel® Core™ i9-12900HX
Cores2024
RAM30 GB32 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060NVIDIA GeForce RTX 4060 Laptop GPU
OSUbuntu 26.04.1 LTSMicrosoft Windows 11 专业版 10.0.26300
Archx64x64
Power Modelow-powerbalanced

Performance

gemma4:12b-fast qwen2.5:7b
Tokens/sec75.952.4
First chunk169 ms48 ms
TTFT30.0 s48 ms
Load time8.4 s2.0 s
Memory usage1.3 GB4.4 GB
Memory %5%14%

HW Fit Score Breakdown

gemma4:12b-fast

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

qwen2.5:7b

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

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

qwen2.5:7b

Reasoning
14/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View gemma4:12b-fast details | View qwen2.5:7b 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