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

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

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

hf.co/bartowski/ai9stars_G9v3-3B-GGUF:BF16

OLLAMA GGUF

llama · 2.99B · BF16

Good

Aug 23, 2026 · Apple M1 Pro

Global Score

74 vs 64

Hardware Fit

46 vs 92

Quality Score

86 vs 52

Hardware

google/gemma-4-12b… hf.co/bartowski/ai…

MachineDocker ContainerMacBook Pro

CPUIntel Gen Intel® Core™ i9-11900HApple M1 Pro

Cores1610

RAM15 GB16 GB

GPUTigerLake-H GT1 [UHD Graphics]Apple M1 Pro

OSUbuntu 26.04 LTSmacOS 26.6.2

Archx64arm64

Power Modeperformancebalanced

Performance

google/gemma-4-12b… hf.co/bartowski/ai…

Tokens/sec5.029.9

First chunk64 ms100 ms

TTFT5.5 s100 ms

Load time9.5 s3.4 s

Memory usage0.0 GB8.9 GB

Memory %0%56%

HW Fit Score Breakdown

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

Speed

9/50

TTFT

7/20

Memory

30/30

hf.co/bartowski/ai9star…

Speed

50/50

TTFT

20/20

Memory

22/30

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

hf.co/bartowski/ai9star…

Reasoning

17/20

Coding

14/20

Instruction

6/20

Structured

0/15

Math

14/15

Multilingual

1/10

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

View google/gemma-4-12b… details | View hf.co/bartowski/ai… details

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