gemma-4-31b-it-qat
LM-STUDIO GGUFgemma4 · 31B · Q4_K_XL
Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
qwopus3.6-35b-a3b-coder-mtp
LM-STUDIO GGUFqwen35moe · 35B · Q4_K_M
Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
Global Score
91 vs 84
Hardware Fit
89 vs 79
Quality Score
92 vs 86
Hardware
gemma-4-31b-it-qat qwopus3.6-35b-a3b-…
MachineASUSASUS
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorAMD Ryzen 7 7800X3D 8-Core Processor
Cores1616
RAM31 GB31 GB
GPUNVIDIA GeForce RTX 4090, RaphaelNVIDIA GeForce RTX 4090, Raphael
OScachyos rollingcachyos rolling
Archx64x64
Power Modelow-powerperformance
Performance
gemma-4-31b-it-qat qwopus3.6-35b-a3b-…
Tokens/sec40.2108.4
First chunk3 ms15 ms
TTFT302 ms319 ms
Load timeN/AN/A
Memory usage18.8 GB25.0 GB
Memory %62%82%
HW Fit Score Breakdown
gemma-4-31b-it-qat
Speed
50/50
TTFT
20/20
Memory
19/30
qwopus3.6-35b-a3b-coder…
Speed
50/50
TTFT
20/20
Memory
9/30
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
qwopus3.6-35b-a3b-coder…
Reasoning
16/20
Coding
19/20
Instruction
14/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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