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

LM-STUDIO GGUF

gemma4 · 12B · Q4_K_XL

Good

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

Qwen3.6-35B-A3B-Q4_K_M:latest

OLLAMA GGUF

qwen35moe · 34.7B · Q4_K_M

Excellent

Aug 18, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score

75 vs 86

Hardware Fit

48 vs 87

Quality Score

86 vs 86

Hardware

unsloth/gemma-4-12… Qwen3.6-35B-A3B-Q4…

MachineDocker ContainerMicro-Star International Co., Ltd. MS-7E51

CPUIntel Gen Intel® Core™ i9-11900HAMD Ryzen 7 9700X 8-Core Processor

Cores1616

RAM15 GB31 GB

GPUTigerLake-H GT1 [UHD Graphics]NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics

OSUbuntu 26.04 LTSMicrosoft Windows 11 Pro 10.0.26200

Archx64x64

Power Modeperformancebalanced

Performance

unsloth/gemma-4-12… Qwen3.6-35B-A3B-Q4…

Tokens/sec6.092.9

First chunk27 ms362 ms

TTFT5.1 s362 ms

Load time8.4 s12.3 s

Memory usage0.0 GB20.7 GB

Memory %0%67%

HW Fit Score Breakdown

unsloth/gemma-4-12b-it-…

Speed

10/50

TTFT

8/20

Memory

30/30

Qwen3.6-35B-A3B-Q4_K_M:…

Speed

50/50

TTFT

20/20

Memory

17/30

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