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qwen3-coder:30b-a3b-q4_K_M

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Marginal

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

gemma-4-31b-it-qat

LM-STUDIO GGUF

gemma4 · 31B · Q4_K_XL

Excellent

Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score
52 vs 91
Hardware Fit
69 vs 89
Quality Score
45 vs 92

Hardware

qwen3-coder:30b-a3… gemma-4-31b-it-qat
MachineMicro-Star International Co., Ltd. Titan 18 HX AI A2XWJGASUS
CPUIntel Core™ Ultra 9 285HXAMD Ryzen 7 7800X3D 8-Core Processor
Cores2416
RAM63 GB31 GB
GPUIntel(R) Graphics, NVIDIA GeForce RTX 5090 Laptop GPUNVIDIA GeForce RTX 4090, Raphael
OSMicrosoft Windows 11 Home Single Language 10.0.26200cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

qwen3-coder:30b-a3… gemma-4-31b-it-qat
Tokens/sec29.440.2
First chunk593 ms3 ms
TTFT593 ms302 ms
Load time14.2 sN/A
Memory usage42.6 GB18.8 GB
Memory %67%62%

HW Fit Score Breakdown

qwen3-coder:30b-a3b-q4_…

Speed
33/50
TTFT
20/20
Memory
16/30

gemma-4-31b-it-qat

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

Quality

qwen3-coder:30b-a3b-q4_…

Reasoning
16/20
Coding
18/20
Instruction
0/20
Structured
0/15
Math
11/15
Multilingual
0/10
Reasoning: Strong Coding: Strong Instruction Following: Poor Structured Output: Poor Math: Strong Multilingual: Poor

gemma-4-31b-it-qat

Reasoning
19/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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