gemma-4-31b-it-qat
LM-STUDIO GGUFgemma4 · 31B · Q4_K_XL
Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
orcarouter/Qwen3.8-27B-Uncensored:iq4_xs
OLLAMA GGUFqwen35 · 27.3B · IQ4_XS
Sep 11, 2026 · Intel Core™ i5-10400
Global Score
91 vs 88
Hardware Fit
89 vs 69
Quality Score
92 vs 96
Hardware
gemma-4-31b-it-qat orcarouter/Qwen3.8…
MachineASUSASUS
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorIntel Core™ i5-10400
Cores1612
RAM31 GB16 GB
GPUNVIDIA GeForce RTX 4090, RaphaelTodesk Virtual Display Adapter, AskLink Display Adapter (SDR), OrayIddDriver Device, NVIDIA GeForce RTX 3080
OScachyos rollingMicrosoft Windows 10 专业版 10.0.19045
Archx64x64
Power Modelow-powerbalanced
Performance
gemma-4-31b-it-qat orcarouter/Qwen3.8…
Tokens/sec40.239.5
First chunk3 ms220 ms
TTFT302 ms3.2 s
Load timeN/A13.7 s
Memory usage18.8 GB14.2 GB
Memory %62%89%
HW Fit Score Breakdown
gemma-4-31b-it-qat
Speed
50/50
TTFT
20/20
Memory
19/30
orcarouter/Qwen3.8-27B-…
Speed
50/50
TTFT
14/20
Memory
5/30
Quality
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
orcarouter/Qwen3.8-27B-…
Reasoning
19/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest