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qwen3.5:9b-mlx

OLLAMA GGUF

nvfp4

Marginal

Aug 26, 2026 · Apple M1 Pro

qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Mar 4, 2026 · Intel Gen Intel® Core™ i7-12700K

Global Score
54 vs 80
Hardware Fit
81 vs 60
Quality Score
43 vs 88

Hardware

qwen3.5:9b-mlx qwen3-coder:30b
MachineMacBook ProASUS
CPUApple M1 ProIntel Gen Intel® Core™ i7-12700K
Cores1020
RAM16 GB96 GB
GPUApple M1 ProParsec Virtual Display Adapter, NVIDIA GeForce RTX 2060
OSmacOS 26.6.2Microsoft Windows 11 Enterprise 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

qwen3.5:9b-mlx qwen3-coder:30b
Tokens/sec25.214.7
First chunk341 ms796 ms
TTFT6.3 s796 ms
Load time3.4 s0.2 s
Memory usage8.4 GB17.9 GB
Memory %52%19%

HW Fit Score Breakdown

qwen3.5:9b-mlx

Speed
50/50
TTFT
7/20
Memory
24/30

qwen3-coder:30b

Speed
14/50
TTFT
19/20
Memory
27/30

Quality

qwen3.5:9b-mlx

Reasoning
14/20
Coding
2/20
Instruction
4/20
Structured
4/15
Math
10/15
Multilingual
9/10
Reasoning: Adequate Coding: Poor Instruction Following: Poor Structured Output: Weak Math: Adequate Multilingual: Strong

qwen3-coder:30b

Reasoning
17/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View qwen3.5:9b-mlx details | View qwen3-coder:30b 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