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qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Good

Mar 7, 2026 · AMD Ryzen 5 5500

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
71 vs 75
Hardware Fit
56 vs 48
Quality Score
78 vs 86

Hardware

qwen3.5:9b unsloth/gemma-4-12…
MachineSystem manufacturerDocker Container
CPUAMD Ryzen 5 5500Intel Gen Intel® Core™ i9-11900H
Cores1216
RAM16 GB15 GB
GPUNVIDIA GeForce RTX 3060TigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 IoT Enterprise LTSC 10.0.26100Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen3.5:9b unsloth/gemma-4-12…
Tokens/sec5.36.0
First chunk1624 ms27 ms
TTFT1.6 s5.1 s
Load time4.0 s8.4 s
Memory usage7.9 GB0.0 GB
Memory %50%0%

HW Fit Score Breakdown

qwen3.5:9b

Speed
11/50
TTFT
20/20
Memory
25/30

unsloth/gemma-4-12b-it-…

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

Quality

qwen3.5:9b

Reasoning
14/20
Coding
17/20
Instruction
12/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate 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