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gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Excellent

Jul 7, 2026 · Cortex-X925

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

Global Score
86 vs 61
Hardware Fit
79 vs 69
Quality Score
89 vs 58

Hardware

gemma4:12b qwen3.5:4b
MachineASUSTeK COMPUTER INC. GX10Gigabyte Technology Co., Ltd. H170M-D3H
CPUCortex-X925Intel Core™ i5-6500
Cores204
RAM122 GB16 GB
GPUDevice 2e12GP104 [GeForce GTX 1070]
OSUbuntu 24.04.4 LTSUbuntu 24.04.4 LTS
Archarm64x64
Power Modeperformancelow-power

Performance

gemma4:12b qwen3.5:4b
Tokens/sec27.535.7
First chunk484 ms438 ms
TTFT484 ms5.1 s
Load time8.2 s40.1 s
Memory usage9.3 GB5.5 GB
Memory %8%35%

HW Fit Score Breakdown

gemma4:12b

Speed
29/50
TTFT
20/20
Memory
30/30

qwen3.5:4b

Speed
50/50
TTFT
11/20
Memory
8/30

Quality

gemma4:12b

Reasoning
17/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.5:4b

Reasoning
18/20
Coding
1/20
Instruction
8/20
Structured
8/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Strong Multilingual: Strong

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest