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

LM-STUDIO GGUF

gemma4 · 12B · Q4_K_XL

Good

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

google/gemma-4-e4b-it-qat

LM-STUDIO GGUF

gemma4 · Q4_0

Good

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

Global Score

75 vs 78

Hardware Fit

48 vs 68

Quality Score

86 vs 82

Hardware

unsloth/gemma-4-12… google/gemma-4-e4b…

MachineDocker ContainerDocker Container

CPUIntel Gen Intel® Core™ i9-11900HIntel Gen Intel® Core™ i9-11900H

Cores1616

RAM15 GB15 GB

GPUTigerLake-H GT1 [UHD Graphics]TigerLake-H GT1 [UHD Graphics]

OSUbuntu 26.04 LTSUbuntu 26.04 LTS

Archx64x64

Power Modeperformanceperformance

Performance

unsloth/gemma-4-12… google/gemma-4-e4b…

Tokens/sec6.011.4

First chunk27 ms26 ms

TTFT5.1 s2.2 s

Load time8.4 s5.9 s

Memory usage0.0 GB0.0 GB

Memory %0%0%

HW Fit Score Breakdown

unsloth/gemma-4-12b-it-…

Speed

10/50

TTFT

8/20

Memory

30/30

google/gemma-4-e4b-it-qat

Speed

21/50

TTFT

17/20

Memory

30/30

Quality

unsloth/gemma-4-12b-it-…

Reasoning

16/20

Coding

18/20

Instruction

15/20

Structured

15/15

Math

12/15

Multilingual

10/10

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

google/gemma-4-e4b-it-qat

Reasoning

14/20

Coding

18/20

Instruction

17/20

Structured

15/15

Math

8/15

Multilingual

10/10

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

View unsloth/gemma-4-12… details | View google/gemma-4-e4b… 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