Back to leaderboard

qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Jun 19, 2026 · Apple M4 Max

qwen3.5-9b

LM-STUDIO GGUF

qwen35 · 9B · Q4_K_S

Excellent

Mar 12, 2026 · Apple M4 Pro

Global Score
89 vs 84
Hardware Fit
96 vs 91
Quality Score
86 vs 81

Hardware

qwen3-coder:30b qwen3.5-9b
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 qwen3.5-9b
Tokens/sec89.930.2
First chunk188 ms499 ms
TTFT188 ms499 ms
Load time4.0 sN/A
Memory usage30.2 GB6.7 GB
Memory %47%11%

HW Fit Score Breakdown

qwen3-coder:30b

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

qwen3.5-9b

Speed
41/50
TTFT
20/20
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

qwen3.5-9b

Reasoning
16/20
Coding
15/20
Instruction
16/20
Structured
15/15
Math
9/15
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