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

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

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

Kimi-48B:48B

OLLAMA GGUF

kimi-linear · 49.1B · unknown

Excellent

Aug 22, 2026 · NVIDIA RTX Spark N1X (6144-core GPU, 20-core ) RTX Spark N1X (6144-core GPU, 20-core )

Global Score

74 vs 90

Hardware Fit

46 vs 96

Quality Score

86 vs 88

Hardware

google/gemma-4-12b… Kimi-48B:48B

MachineDocker ContainerHP HyperX OMEN Transcend Gaming Laptop 14-ga0xxx5CD612DXML

CPUIntel Gen Intel® Core™ i9-11900HNVIDIA RTX Spark N1X (6144-core GPU, 20-core ) RTX Spark N1X (6144-core GPU, 20-core )

Cores1620

RAM15 GB55 GB

GPUTigerLake-H GT1 [UHD Graphics]NVIDIA RTX Spark N1X (6144-core Blackwell RTX GPU), NVIDIA NPU

OSUbuntu 26.04 LTSMicrosoft Windows 11 Pro 10.0.28000

Archx64arm64

Power Modeperformancebalanced

Performance

google/gemma-4-12b… Kimi-48B:48B

Tokens/sec5.062.7

First chunk64 ms397 ms

TTFT5.5 s397 ms

Load time9.5 s16.8 s

Memory usage0.0 GB25.5 GB

Memory %0%47%

HW Fit Score Breakdown

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

Speed

9/50

TTFT

7/20

Memory

30/30

Kimi-48B:48B

Speed

50/50

TTFT

20/20

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

Kimi-48B:48B

Reasoning

16/20

Coding

19/20

Instruction

16/20

Structured

15/15

Math

12/15

Multilingual

10/10

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

View google/gemma-4-12b… details | View Kimi-48B:48B 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