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qwen3-coder:latest

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Good

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

qwen3.5-0.8b-mlx

LM-STUDIO MLX

qwen3_5 · 0.8B · 4bit

Marginal

Mar 6, 2026 · Apple M4 Pro

Global Score
76 vs 53
Hardware Fit
51 vs 89
Quality Score
87 vs 38

Hardware

qwen3-coder:latest qwen3.5-0.8b-mlx
MachineDell Inc. Inspiron 15 3530Mac mini
CPUIntel Gen Intel® Core™ i7-1355UApple M4 Pro
Cores1214
RAM31 GB64 GB
GPURaptor Lake-P [Iris Xe Graphics]Apple M4 Pro
OScachyos rollingmacOS 15.7.4
Archx64arm64
Power Modelow-powerbalanced

Performance

qwen3-coder:latest qwen3.5-0.8b-mlx
Tokens/sec7.652.9
First chunk2037 ms4013 ms
TTFT2.0 s4.0 s
Load time8.7 sN/A
Memory usage18.9 GB0.6 GB
Memory %61%1%

HW Fit Score Breakdown

qwen3-coder:latest

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

qwen3.5-0.8b-mlx

Speed
50/50
TTFT
9/20
Memory
30/30

Quality

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

qwen3.5-0.8b-mlx

Reasoning
7/20
Coding
2/20
Instruction
12/20
Structured
10/15
Math
2/15
Multilingual
5/10
Reasoning: Weak Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Adequate

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