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qwen3.5:4b-mlx

OLLAMA GGUF

nvfp4

Marginal

Aug 24, 2026 · Apple M2

gpt-oss:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Jul 3, 2026 · AMD RYZEN AI MAX+ 395

Global Score
53 vs 94
Hardware Fit
82 vs 91
Quality Score
41 vs 95

Hardware

qwen3.5:4b-mlx gpt-oss:20b
MachineMac miniFramework Desktop (AMD Ryzen AI Max 300 Series)
CPUApple M2AMD RYZEN AI MAX+ 395
Cores832
RAM8 GB64 GB
GPUApple M2AMD Radeon(TM) 8060S Graphics
OSmacOS 26.5.2Microsoft Windows 11 Pro for Workstations 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

qwen3.5:4b-mlx gpt-oss:20b
Tokens/sec24.748.0
First chunk302 ms357 ms
TTFT7.4 s2.3 s
Load time3.2 s0.2 s
Memory usage3.8 GB16.4 GB
Memory %47%26%

HW Fit Score Breakdown

qwen3.5:4b-mlx

Speed
50/50
TTFT
6/20
Memory
26/30

gpt-oss:20b

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

Quality

qwen3.5:4b-mlx

Reasoning
13/20
Coding
2/20
Instruction
4/20
Structured
4/15
Math
10/15
Multilingual
8/10
Reasoning: Adequate Coding: Poor Instruction Following: Poor Structured Output: Weak Math: Adequate Multilingual: Strong

gpt-oss:20b

Reasoning
19/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
15/15
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