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gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

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

qwen3.8:27b

OLLAMA GGUF

qwen35 · 27.3B · Q4_K_M

Excellent

Oct 3, 2026 · Cortex-X925

Global Score
86 vs 84
Hardware Fit
80 vs 66
Quality Score
89 vs 92

Hardware

gemma4:12b qwen3.8:27b
MachineASUSNVIDIA NVIDIA_DGX_Spark
CPUIntel Gen Intel® Core™ i7-12700Cortex-X925
Cores2020
RAM30 GB122 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060Device 2e12
OSUbuntu 26.04.1 LTSUbuntu 24.04.5 LTS
Archx64arm64
Power Modelow-powerperformance

Performance

gemma4:12b qwen3.8:27b
Tokens/sec74.429.4
First chunk152 ms306 ms
TTFT30.0 s4.8 s
Load time0.0 s5.3 s
Memory usage0.8 GB16.2 GB
Memory %3%13%

HW Fit Score Breakdown

gemma4:12b

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

qwen3.8:27b

Speed
31/50
TTFT
5/20
Memory
30/30

Quality

gemma4:12b

Reasoning
18/20
Coding
15/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.8:27b

Reasoning
19/20
Coding
19/20
Instruction
14/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong 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