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qwen/qwen3-8b

LM-STUDIO MLX

qwen3 · 8B · 4bit

Excellent

Mar 5, 2026 · Apple M4 Pro

gpt-oss:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Jul 3, 2026 · AMD RYZEN AI MAX+ 395

Global Score
89 vs 94
Hardware Fit
95 vs 91
Quality Score
87 vs 95

Hardware

qwen/qwen3-8b gpt-oss:20b
MachineMac miniFramework Desktop (AMD Ryzen AI Max 300 Series)
CPUApple M4 ProAMD RYZEN AI MAX+ 395
Cores1432
RAM64 GB64 GB
GPUApple M4 ProAMD Radeon(TM) 8060S Graphics
OSmacOS 15.7.4Microsoft Windows 11 Pro for Workstations 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

qwen/qwen3-8b gpt-oss:20b
Tokens/sec33.448.0
First chunk257 ms357 ms
TTFT257 ms2.3 s
Load timeN/A0.2 s
Memory usage4.3 GB16.4 GB
Memory %7%26%

HW Fit Score Breakdown

qwen/qwen3-8b

Speed
45/50
TTFT
20/20
Memory
30/30

gpt-oss:20b

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

Quality

qwen/qwen3-8b

Reasoning
19/20
Coding
14/20
Instruction
16/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Strong 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