Back to leaderboard

qwen3-coder:30b-a3b-q8_0

OLLAMA GGUF

qwen3moe · 30.5B · Q8_0

Excellent

Jun 18, 2026 · Intel Core™ Ultra 9 285HX

qwen3.5-2b-mlx

LM-STUDIO MLX

qwen3_5 · 2B · 4bit

Good

Mar 6, 2026 · Apple M4 Pro

Global Score
90 vs 65
Hardware Fit
89 vs 88
Quality Score
90 vs 55

Hardware

qwen3-coder:30b-a3… qwen3.5-2b-mlx
MachineMicro-Star International Co., Ltd. Titan 18 HX AI A2XWJGMac mini
CPUIntel Core™ Ultra 9 285HXApple M4 Pro
Cores2414
RAM63 GB64 GB
GPUIntel(R) Graphics, NVIDIA GeForce RTX 5090 Laptop GPUApple M4 Pro
OSMicrosoft Windows 11 Home Single Language 10.0.26200macOS 15.7.4
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3-coder:30b-a3… qwen3.5-2b-mlx
Tokens/sec43.148.9
First chunk957 ms4208 ms
TTFT957 ms4.2 s
Load time52.0 sN/A
Memory usage33.6 GB1.6 GB
Memory %53%3%

HW Fit Score Breakdown

qwen3-coder:30b-a3b-q8_0

Speed
46/50
TTFT
19/20
Memory
24/30

qwen3.5-2b-mlx

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

Quality

qwen3-coder:30b-a3b-q8_0

Reasoning
17/20
Coding
19/20
Instruction
18/20
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