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Qwen3-Coder-30B:30B

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Aug 18, 2026 · Intel Core™ Ultra X7 358H

laguna-xs-2.1

OLLAMA GGUF
Excellent

Aug 1, 2026 · AMD RYZEN AI MAX+ 395

Global Score
88 vs 84
Hardware Fit
91 vs 100
Quality Score
87 vs 77

Hardware

Qwen3-Coder-30B:30B laguna-xs-2.1
MachineGMKtec NucBox EVO-T2SAZW GTR Pro
CPUIntel Core™ Ultra X7 358HAMD RYZEN AI MAX+ 395
Cores1632
RAM64 GB125 GB
GPUIntel(R) Arc(TM) B390 GPURadeon 8060S
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

Qwen3-Coder-30B:30B laguna-xs-2.1
Tokens/sec32.265.9
First chunk540 ms281 ms
TTFT540 ms281 ms
Load time15.6 s9.9 s
Memory usage17.7 GB30.1 GB
Memory %28%24%

HW Fit Score Breakdown

Qwen3-Coder-30B:30B

Speed
41/50
TTFT
20/20
Memory
30/30

laguna-xs-2.1

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

Quality

Qwen3-Coder-30B: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

laguna-xs-2.1

Reasoning
8/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
11/15
Multilingual
10/10
Reasoning: Weak Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View Qwen3-Coder-30B:30B details | View laguna-xs-2.1 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