google/gemma-4-12b-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Excellent

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

gemma4:e2b

OLLAMA GGUF

gemma4 · 5.1B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

Global Score

92 vs 72

Hardware Fit

100 vs 71

Quality Score

89 vs 72

Hardware

google/gemma-4-12b… gemma4:e2b

MachineMicro-Star International Co., Ltd. MS-7E51Dell Inc. Inspiron 15 3530

CPUAMD Ryzen 7 9700X 8-Core ProcessorIntel Gen Intel® Core™ i7-1355U

Cores1612

RAM31 GB31 GB

GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsRaptor Lake-P [Iris Xe Graphics]

OSMicrosoft Windows 11 Pro 10.0.26200cachyos rolling

Archx64x64

Power Modebalancedlow-power

Performance

google/gemma-4-12b… gemma4:e2b

Tokens/sec90.710.8

First chunk26 ms1408 ms

TTFT127 ms1.4 s

Load timeN/A6.0 s

Memory usage6.7 GB7.2 GB

Memory %21%23%

HW Fit Score Breakdown

google/gemma-4-12b-qat

Speed

50/50

TTFT

20/20

Memory

30/30

gemma4:e2b

Speed

21/50

TTFT

20/20

Memory

30/30

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

gemma4:e2b

Reasoning

10/20

Coding

16/20

Instruction

14/20

Structured

15/15

Math

7/15

Multilingual

10/10

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

View google/gemma-4-12b… details | View gemma4:e2b 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