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qwen3.5-9b

LM-STUDIO GGUF

qwen35 · 9B · Q4_K_M

Good

Mar 6, 2026 · Apple M4 Pro

qwen3.8:latest

OLLAMA GGUF

qwen35 · 27.3B · Q4_K_M

Good

Oct 2, 2026 · AMD Ryzen 9 5950X 16-Core Processor

Global Score
72 vs 68
Hardware Fit
89 vs 22
Quality Score
65 vs 88

Hardware

qwen3.5-9b qwen3.8:latest
MachineMac miniSystem manufacturer
CPUApple M4 ProAMD Ryzen 9 5950X 16-Core Processor
Cores1432
RAM64 GB32 GB
GPUApple M4 ProNVIDIA GeForce RTX 3090
OSmacOS 15.7.4Microsoft Windows 11 Pro 10.0.26300
Archarm64x64
Power Modebalancedbalanced

Performance

qwen3.5-9b qwen3.8:latest
Tokens/sec28.910.0
First chunk338 ms1041 ms
TTFT338 ms14.3 s
Load timeN/A22.3 s
Memory usage6.1 GB26.2 GB
Memory %10%82%

HW Fit Score Breakdown

qwen3.5-9b

Speed
39/50
TTFT
20/20
Memory
30/30

qwen3.8:latest

Speed
12/50
TTFT
1/20
Memory
9/30

Quality

qwen3.5-9b

Reasoning
17/20
Coding
15/20
Instruction
6/20
Structured
7/15
Math
12/15
Multilingual
8/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Weak Math: Strong Multilingual: Strong

qwen3.8:latest

Reasoning
19/20
Coding
19/20
Instruction
10/20
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