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qwen3.5-4b-super-coder

LM-STUDIO GGUF

qwen35 · 4B · Q4_0

Excellent

Oct 24, 2026 · Intel Core™ i3-9100F

google/gemma-4-12b-it-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
83 vs 74
Hardware Fit
96 vs 46
Quality Score
77 vs 86

Hardware

qwen3.5-4b-super-c… google/gemma-4-12b…
MachineGigabyte Technology Co., Ltd. H310M S2 2.0Docker Container
CPUIntel Core™ i3-9100FIntel Gen Intel® Core™ i9-11900H
Cores416
RAM16 GB15 GB
GPUVirtual Desktop Monitor, NVIDIA GeForce GTX 1650TigerLake-H GT1 [UHD Graphics]
OSМайкрософт Windows 10 Pro 10.0.19045Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen3.5-4b-super-c… google/gemma-4-12b…
Tokens/sec15.35.0
First chunk33 ms64 ms
TTFT686 ms5.5 s
Load timeN/A9.5 s
Memory usage3.6 GB0.0 GB
Memory %22%0%

HW Fit Score Breakdown

qwen3.5-4b-super-coder

Speed
46/50
TTFT
20/20
Memory
30/30

google/gemma-4-12b-it-qat

Speed
9/50
TTFT
7/20
Memory
30/30

Quality

qwen3.5-4b-super-coder

Reasoning
16/20
Coding
13/20
Instruction
13/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

google/gemma-4-12b-it-qat

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View qwen3.5-4b-super-c… details | View google/gemma-4-12b… details

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