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gemma-4-31b-it-qat

LM-STUDIO GGUF

gemma4 · 31B · Q4_K_XL

Excellent

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

qwen/qwen3.6-35b-a3b

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K_M

Excellent

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 qwen/qwen3.6-35b-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-powerlow-power

Performance

gemma-4-31b-it-qat qwen/qwen3.6-35b-a3b
Tokens/sec40.2115.8
First chunk3 ms9 ms
TTFT302 ms310 ms
Load timeN/AN/A
Memory usage18.8 GB25.3 GB
Memory %62%83%

HW Fit Score Breakdown

gemma-4-31b-it-qat

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

qwen/qwen3.6-35b-a3b

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

qwen/qwen3.6-35b-a3b

Reasoning
16/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View gemma-4-31b-it-qat details | View qwen/qwen3.6-35b-a3b 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