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google/gemma-4-12b-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Excellent

Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor

qwen3.6-35b-a3b-claude-4.7-opus-reasoning-distilled-apex-mtp

LM-STUDIO GGUF

qwen35moe · 35B

Excellent

Jun 19, 2026 · AMD Ryzen 5 5600X 6-Core Processor

Global Score
92 vs 92
Hardware Fit
100 vs 87
Quality Score
89 vs 94

Hardware

google/gemma-4-12b… qwen3.6-35b-a3b-cl…
MachineMicro-Star International Co., Ltd. MS-7E51Gigabyte Technology Co., Ltd. B550M AORUS PRO
CPUAMD Ryzen 7 9700X 8-Core ProcessorAMD Ryzen 5 5600X 6-Core Processor
Cores1612
RAM31 GB47 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsAD106 [GeForce RTX 4060 Ti]
OSMicrosoft Windows 11 Pro 10.0.26200cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

google/gemma-4-12b… qwen3.6-35b-a3b-cl…
Tokens/sec90.742.6
First chunk26 ms13 ms
TTFT127 ms3.1 s
Load timeN/AN/A
Memory usage6.7 GB23.2 GB
Memory %21%49%

HW Fit Score Breakdown

google/gemma-4-12b-qat

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

qwen3.6-35b-a3b-claude-…

Speed
50/50
TTFT
12/20
Memory
25/30

Quality

google/gemma-4-12b-qat

Reasoning
17/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

qwen3.6-35b-a3b-claude-…

Reasoning
20/20
Coding
16/20
Instruction
19/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View google/gemma-4-12b… details | View qwen3.6-35b-a3b-cl… 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