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qwen3-coder:latest

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

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
76 vs 91
Hardware Fit
51 vs 89
Quality Score
87 vs 92

Hardware

qwen3-coder:latest gemma-4-31b-it-qat
MachineDell Inc. Inspiron 15 3530ASUS
CPUIntel Gen Intel® Core™ i7-1355UAMD Ryzen 7 7800X3D 8-Core Processor
Cores1216
RAM31 GB31 GB
GPURaptor Lake-P [Iris Xe Graphics]NVIDIA GeForce RTX 4090, Raphael
OScachyos rollingcachyos rolling
Archx64x64
Power Modelow-powerlow-power

Performance

qwen3-coder:latest gemma-4-31b-it-qat
Tokens/sec7.640.2
First chunk2037 ms3 ms
TTFT2.0 s302 ms
Load time8.7 sN/A
Memory usage18.9 GB18.8 GB
Memory %61%62%

HW Fit Score Breakdown

qwen3-coder:latest

Speed
13/50
TTFT
18/20
Memory
20/30

gemma-4-31b-it-qat

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

Quality

qwen3-coder:latest

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: 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
View qwen3-coder:latest details | View gemma-4-31b-it-qat 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