Back to leaderboard

qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Jun 19, 2026 · Apple M4 Max

qwen3.5-2b-mlx

LM-STUDIO MLX

qwen3_5 · 2B · 4bit

Good

Mar 6, 2026 · Apple M4 Pro

Global Score
89 vs 65
Hardware Fit
96 vs 88
Quality Score
86 vs 55

Hardware

qwen3-coder:30b qwen3.5-2b-mlx
MachineMacBook ProMac mini
CPUApple M4 MaxApple M4 Pro
Cores1614
RAM64 GB64 GB
GPUApple M4 MaxApple M4 Pro
OSmacOS 26.5.1macOS 15.7.4
Archarm64arm64
Power Modebalancedbalanced

Performance

qwen3-coder:30b qwen3.5-2b-mlx
Tokens/sec89.948.9
First chunk188 ms4208 ms
TTFT188 ms4.2 s
Load time4.0 sN/A
Memory usage30.2 GB1.6 GB
Memory %47%3%

HW Fit Score Breakdown

qwen3-coder:30b

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

qwen3.5-2b-mlx

Speed
50/50
TTFT
8/20
Memory
30/30

Quality

qwen3-coder:30b

Reasoning
14/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

qwen3.5-2b-mlx

Reasoning
10/20
Coding
7/20
Instruction
13/20
Structured
14/15
Math
3/15
Multilingual
8/10
Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong
View qwen3-coder:30b details | View qwen3.5-2b-mlx details

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