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qwen/qwen3.8-27b

LM-STUDIO MLX

qwen3_5 · 27B · 4bit

Excellent

Aug 18, 2026 · Apple M4 Max

richardyoung/qwythos-9b-abliterated:Q8_0

OLLAMA GGUF

qwen35 · 9.0B · Q8_0

Good

Jun 28, 2026 · Apple M4 Pro

Global Score
87 vs 65
Hardware Fit
83 vs 96
Quality Score
88 vs 52

Hardware

qwen/qwen3.8-27b richardyoung/qwyth…
MachineMacBook ProMac mini
CPUApple M4 MaxApple M4 Pro
Cores1612
RAM128 GB24 GB
GPUApple M4 MaxApple M4 Pro
OSmacOS 26.5.2macOS 15.6.1
Archarm64arm64
Power Modebalancedbalanced

Performance

qwen/qwen3.8-27b richardyoung/qwyth…
Tokens/sec29.125.3
First chunk9 ms397 ms
TTFT650 ms397 ms
Load timeN/A6.3 s
Memory usage21.0 GB8.3 GB
Memory %16%34%

HW Fit Score Breakdown

qwen/qwen3.8-27b

Speed
33/50
TTFT
20/20
Memory
30/30

richardyoung/qwythos-9b…

Speed
47/50
TTFT
20/20
Memory
29/30

Quality

qwen/qwen3.8-27b

Reasoning
18/20
Coding
18/20
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

richardyoung/qwythos-9b…

Reasoning
18/20
Coding
13/20
Instruction
6/20
Structured
0/15
Math
14/15
Multilingual
1/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Poor

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