Back to leaderboard

qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Mar 4, 2026 · Intel Gen Intel® Core™ i7-12700K

qwen3.5-2b-mlx

LM-STUDIO MLX

qwen3_5 · 2B · 4bit

Good

Mar 6, 2026 · Apple M4 Pro

Global Score
80 vs 65
Hardware Fit
60 vs 88
Quality Score
88 vs 55

Hardware

qwen3-coder:30b qwen3.5-2b-mlx
MachineASUSMac mini
CPUIntel Gen Intel® Core™ i7-12700KApple M4 Pro
Cores2014
RAM96 GB64 GB
GPUParsec Virtual Display Adapter, NVIDIA GeForce RTX 2060Apple M4 Pro
OSMicrosoft Windows 11 Enterprise 10.0.26200macOS 15.7.4
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3-coder:30b qwen3.5-2b-mlx
Tokens/sec14.748.9
First chunk796 ms4208 ms
TTFT796 ms4.2 s
Load time0.2 sN/A
Memory usage17.9 GB1.6 GB
Memory %19%3%

HW Fit Score Breakdown

qwen3-coder:30b

Speed
14/50
TTFT
19/20
Memory
27/30

qwen3.5-2b-mlx

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

Quality

qwen3-coder:30b

Reasoning
17/20
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

qwen3.5-2b-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

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