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qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

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

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
80 vs 91
Hardware Fit
60 vs 89
Quality Score
88 vs 92

Hardware

qwen3-coder:30b gemma-4-31b-it-qat
MachineASUSASUS
CPUIntel Gen Intel® Core™ i7-12700KAMD Ryzen 7 7800X3D 8-Core Processor
Cores2016
RAM96 GB31 GB
GPUParsec Virtual Display Adapter, NVIDIA GeForce RTX 2060NVIDIA GeForce RTX 4090, Raphael
OSMicrosoft Windows 11 Enterprise 10.0.26200cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

qwen3-coder:30b gemma-4-31b-it-qat
Tokens/sec14.740.2
First chunk796 ms3 ms
TTFT796 ms302 ms
Load time0.2 sN/A
Memory usage17.9 GB18.8 GB
Memory %19%62%

HW Fit Score Breakdown

qwen3-coder:30b

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

gemma-4-31b-it-qat

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

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

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