Back to leaderboard

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

LM-STUDIO GGUF

gemma4 · 12B · Q4_K_XL

Good

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

qwen2.5:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Jun 17, 2026 · ZHAOXIN KaiXian KX-7000 KaiXian KX-7000

Global Score
75 vs 65
Hardware Fit
48 vs 87
Quality Score
86 vs 56

Hardware

unsloth/gemma-4-12… qwen2.5:1.5b
MachineDocker ContainerShanghai Zhaoxin Semiconductor Co., Ltd. ZXE CRB
CPUIntel Gen Intel® Core™ i9-11900HZHAOXIN KaiXian KX-7000 KaiXian KX-7000
Cores168
RAM15 GB30 GB
GPUTigerLake-H GT1 [UHD Graphics]ZX C-1190
OSUbuntu 26.04 LTSMicrosoft Windows 11 Pro 10.0.26100
Archx64x64
Power Modeperformancebalanced

Performance

unsloth/gemma-4-12… qwen2.5:1.5b
Tokens/sec6.016.8
First chunk27 ms941 ms
TTFT5.1 s941 ms
Load time8.4 s0.2 s
Memory usage0.0 GB1.0 GB
Memory %0%3%

HW Fit Score Breakdown

unsloth/gemma-4-12b-it-…

Speed
10/50
TTFT
8/20
Memory
30/30

qwen2.5:1.5b

Speed
37/50
TTFT
20/20
Memory
30/30

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

qwen2.5:1.5b

Reasoning
8/20
Coding
10/20
Instruction
12/20
Structured
13/15
Math
5/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View unsloth/gemma-4-12… details | View qwen2.5:1.5b 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