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

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

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

lfm2:24b-a2b

OLLAMA GGUF

lfm2moe · 23.8B · Q4_K_M

Good

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

Global Score

74 vs 78

Hardware Fit

46 vs 67

Quality Score

86 vs 82

Hardware

google/gemma-4-12b… lfm2:24b-a2b

MachineDocker ContainerDell Inc. Inspiron 15 3530

CPUIntel Gen Intel® Core™ i9-11900HIntel Gen Intel® Core™ i7-1355U

Cores1612

RAM15 GB31 GB

GPUTigerLake-H GT1 [UHD Graphics]Raptor Lake-P [Iris Xe Graphics]

OSUbuntu 26.04 LTScachyos rolling

Archx64x64

Power Modeperformancelow-power

Performance

google/gemma-4-12b… lfm2:24b-a2b

Tokens/sec5.011.5

First chunk64 ms1727 ms

TTFT5.5 s1.7 s

Load time9.5 s6.8 s

Memory usage0.0 GB13.9 GB

Memory %0%45%

HW Fit Score Breakdown

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

Speed

9/50

TTFT

7/20

Memory

30/30

lfm2:24b-a2b

Speed

22/50

TTFT

19/20

Memory

26/30

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

lfm2:24b-a2b

Reasoning

13/20

Coding

17/20

Instruction

16/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View google/gemma-4-12b… details | View lfm2:24b-a2b 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