google/gemma-4-12b-it-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

llama3.2:latest

OLLAMA GGUF

llama · 3.2B · Q4_K_M

Good

May 27, 2026 · AMD Ryzen 5 2600X Six-Core Processor

Global Score

74 vs 76

Hardware Fit

46 vs 100

Quality Score

86 vs 65

Hardware

google/gemma-4-12b… llama3.2:latest

MachineDocker ContainerMicro-Star International Co., Ltd. MS-7B79

CPUIntel Gen Intel® Core™ i9-11900HAMD Ryzen 5 2600X Six-Core Processor

Cores1612

RAM15 GB16 GB

GPUTigerLake-H GT1 [UHD Graphics]NVIDIA GeForce GTX 1080

OSUbuntu 26.04 LTSMicrosoft Windows 11 Famille 10.0.26200

Archx64x64

Power Modeperformancebalanced

Performance

google/gemma-4-12b… llama3.2:latest

Tokens/sec5.057.0

First chunk64 ms264 ms

TTFT5.5 s264 ms

Load time9.5 s9.7 s

Memory usage0.0 GB2.6 GB

Memory %0%16%

HW Fit Score Breakdown

google/gemma-4-12b-it-qat

Speed

9/50

TTFT

7/20

Memory

30/30

llama3.2:latest

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

google/gemma-4-12b-it-qat

Reasoning

16/20

Coding

19/20

Instruction

16/20

Structured

15/15

Math

11/15

Multilingual

9/10

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

llama3.2:latest

Reasoning

11/20

Coding

15/20

Instruction

15/20

Structured

12/15

Math

3/15

Multilingual

9/10

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

View google/gemma-4-12b… details | View llama3.2:latest 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