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qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Jun 18, 2026 · AMD Ryzen 5 5500U

starcoder2:3b

OLLAMA GGUF

starcoder2 · 3B · Q4_0

Not Rec.

Mar 2, 2026 · Apple M4

Global Score
82 vs 39
Hardware Fit
71 vs 100
Quality Score
87 vs 13

Hardware

qwen3-coder:30b starcoder2:3b
MachineHP HP Pavilion Laptop 15-eh1xxxMacBook Air
CPUAMD Ryzen 5 5500UApple M4
Cores1210
RAM63 GB32 GB
GPUAMD Radeon(TM) GraphicsApple M4
OSMicrosoft Windows 10 Enterprise LTSC 10.0.19044macOS 26.3
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3-coder:30b starcoder2:3b
Tokens/sec14.349.4
First chunk869 msN/A
TTFT869 ms155 ms
Load time0.3 s0.4 s
Memory usage20.5 GB3.0 GB
Memory %32%9%

HW Fit Score Breakdown

qwen3-coder:30b

Speed
22/50
TTFT
20/20
Memory
29/30

starcoder2:3b

Speed
40/50
TTFT
30/20
Memory
30/30

Quality

qwen3-coder:30b

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: Strong Multilingual: Strong

starcoder2:3b

Reasoning
0/20
Coding
2/20
Instruction
5/20
Structured
2/15
Math
2/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Poor Multilingual: Poor

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