lmstudio-community/meta-llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q4_K_M

Good

Mar 5, 2026 · Apple M4 Pro

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

78 vs 74

Hardware Fit

100 vs 46

Quality Score

69 vs 86

Hardware

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

MachineMac miniDocker Container

CPUApple M4 ProIntel Gen Intel® Core™ i9-11900H

Cores1416

RAM64 GB15 GB

GPUApple M4 ProTigerLake-H GT1 [UHD Graphics]

OSmacOS 15.7.4Ubuntu 26.04 LTS

Archarm64x64

Power Modebalancedperformance

Performance

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

Tokens/sec46.05.0

First chunk245 ms64 ms

TTFT245 ms5.5 s

Load timeN/A9.5 s

Memory usage4.6 GB0.0 GB

Memory %7%0%

HW Fit Score Breakdown

lmstudio-community/meta…

Speed

50/50

TTFT

20/20

Memory

30/30

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

Speed

9/50

TTFT

7/20

Memory

30/30

Quality

lmstudio-community/meta…

Reasoning

11/20

Coding

15/20

Instruction

14/20

Structured

15/15

Math

4/15

Multilingual

10/10

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