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gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Excellent

Jun 26, 2026 · Cortex-X925

qwen3.5:0.8b

OLLAMA GGUF

qwen35 · 873.44M · Q8_0

Not Rec.

Apr 29, 2026 · Intel Core™ i5-8350U

Global Score
86 vs 18
Hardware Fit
78 vs 53
Quality Score
90 vs 3

Hardware

gemma4:12b qwen3.5:0.8b
MachineNVIDIA NVIDIA_DGX_SparkLENOVO 20L7CTO1WW
CPUCortex-X925Intel Core™ i5-8350U
Cores208
RAM122 GB23 GB
GPUDevice 2e12Kaby Lake-R GT2 [UHD Graphics 620]
OSUbuntu 24.04.4 LTSFedora Linux 43
Archarm64x64
Power Modeperformancelow-power

Performance

gemma4:12b qwen3.5:0.8b
Tokens/sec26.39.4
First chunk545 ms799 ms
TTFT545 ms30.0 s
Load time9.5 s3.3 s
Memory usage8.4 GB1.9 GB
Memory %7%8%

HW Fit Score Breakdown

gemma4:12b

Speed
28/50
TTFT
20/20
Memory
30/30

qwen3.5:0.8b

Speed
23/50
TTFT
0/20
Memory
30/30

Quality

gemma4:12b

Reasoning
18/20
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

qwen3.5:0.8b

Reasoning
0/20
Coding
0/20
Instruction
2/20
Structured
0/15
Math
0/15
Multilingual
1/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor
View gemma4:12b details | View qwen3.5:0.8b 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