lmstudio-community/gemma-4-e2b-it

LM-STUDIO GGUF

gemma4 · Q8_0

Good

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

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

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

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

Global Score

77 vs 74

Hardware Fit

75 vs 46

Quality Score

78 vs 86

Hardware

lmstudio-community… google/gemma-4-12b…

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

lmstudio-community… google/gemma-4-12b…

Tokens/sec13.35.0

First chunk18 ms64 ms

TTFT1.4 s5.5 s

Load time8.1 s9.5 s

Memory usage0.0 GB0.0 GB

Memory %0%0%

HW Fit Score Breakdown

lmstudio-community/gemm…

Speed

25/50

TTFT

20/20

Memory

30/30

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

Speed

9/50

TTFT

7/20

Memory

30/30

Quality

lmstudio-community/gemm…

Reasoning

12/20

Coding

18/20

Instruction

16/20

Structured

15/15

Math

8/15

Multilingual

9/10

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

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

View lmstudio-community… details | View google/gemma-4-12b… 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