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qwen/qwen3.8-27b

LM-STUDIO MLX

qwen3_5 · 27B · 8bit

Excellent

Aug 18, 2026 · Apple M4 Max

qwen3-coder:latest

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

Global Score
81 vs 76
Hardware Fit
68 vs 51
Quality Score
87 vs 87

Hardware

qwen/qwen3.8-27b qwen3-coder:latest
MachineMacBook ProDell Inc. Inspiron 15 3530
CPUApple M4 MaxIntel Gen Intel® Core™ i7-1355U
Cores1612
RAM128 GB31 GB
GPUApple M4 MaxRaptor Lake-P [Iris Xe Graphics]
OSmacOS 26.5.2cachyos rolling
Archarm64x64
Power Modebalancedlow-power

Performance

qwen/qwen3.8-27b qwen3-coder:latest
Tokens/sec16.47.6
First chunk5 ms2037 ms
TTFT742 ms2.0 s
Load timeN/A8.7 s
Memory usage38.5 GB18.9 GB
Memory %30%61%

HW Fit Score Breakdown

qwen/qwen3.8-27b

Speed
18/50
TTFT
20/20
Memory
30/30

qwen3-coder:latest

Speed
13/50
TTFT
18/20
Memory
20/30

Quality

qwen/qwen3.8-27b

Reasoning
17/20
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

qwen3-coder:latest

Reasoning
16/20
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

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