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qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

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

LM-STUDIO GGUF

gemma4 · 12B · Q4_K_XL

Good

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

Global Score
64 vs 75
Hardware Fit
69 vs 48
Quality Score
62 vs 86

Hardware

qwen3.5:4b unsloth/gemma-4-12…
MachineLENOVO 20U30029MBDocker Container
CPUIntel Core™ i5-10210UIntel Gen Intel® Core™ i9-11900H
Cores816
RAM15 GB15 GB
GPUCometLake-U GT2 [UHD Graphics]TigerLake-H GT1 [UHD Graphics]
OSPop 24.04 LTSUbuntu 26.04 LTS
Archx64x64
Power Modeperformanceperformance

Performance

qwen3.5:4b unsloth/gemma-4-12…
Tokens/sec7.46.0
First chunk1815 ms27 ms
TTFT1.8 s5.1 s
Load time10.9 s8.4 s
Memory usage3.5 GB0.0 GB
Memory %23%0%

HW Fit Score Breakdown

qwen3.5:4b

Speed
19/50
TTFT
20/20
Memory
30/30

unsloth/gemma-4-12b-it-…

Speed
10/50
TTFT
8/20
Memory
30/30

Quality

qwen3.5:4b

Reasoning
15/20
Coding
14/20
Instruction
6/20
Structured
12/15
Math
6/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Weak Structured Output: Strong Math: Weak Multilingual: Strong

unsloth/gemma-4-12b-it-…

Reasoning
16/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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