google/gemma-4-12b-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Excellent

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

Qwen3.8-27B-Opus-Distill-IQ3_XXS:latest

OLLAMA GGUF

qwen35 · 27.3B · IQ3_XXS

Excellent

Aug 18, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score

92 vs 90

Hardware Fit

100 vs 98

Quality Score

89 vs 86

Hardware

google/gemma-4-12b… Qwen3.8-27B-Opus-D…

MachineMicro-Star International Co., Ltd. MS-7E51Micro-Star International Co., Ltd. MS-7E51

CPUAMD Ryzen 7 9700X 8-Core ProcessorAMD Ryzen 7 9700X 8-Core Processor

Cores1616

RAM31 GB31 GB

GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics

OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200

Archx64x64

Power Modebalancedbalanced

Performance

google/gemma-4-12b… Qwen3.8-27B-Opus-D…

Tokens/sec90.761.8

First chunk26 ms325 ms

TTFT127 ms325 ms

Load timeN/A5.5 s

Memory usage6.7 GB12.2 GB

Memory %21%39%

HW Fit Score Breakdown

google/gemma-4-12b-qat

Speed

50/50

TTFT

20/20

Memory

30/30

Qwen3.8-27B-Opus-Distil…

Speed

50/50

TTFT

20/20

Memory

28/30

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

Qwen3.8-27B-Opus-Distil…

Reasoning

16/20

Coding

17/20

Instruction

16/20

Structured

15/15

Math

12/15

Multilingual

10/10

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

View google/gemma-4-12b… details | View Qwen3.8-27B-Opus-D… 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