Back to leaderboard

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Excellent

Jul 7, 2026 · Cortex-X925

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
86 vs 65
Hardware Fit
79 vs 87
Quality Score
89 vs 56

Hardware

gemma4:12b qwen2.5:1.5b
MachineASUSTeK COMPUTER INC. GX10Shanghai Zhaoxin Semiconductor Co., Ltd. ZXE CRB
CPUCortex-X925ZHAOXIN KaiXian KX-7000 KaiXian KX-7000
Cores208
RAM122 GB30 GB
GPUDevice 2e12ZX C-1190
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Pro 10.0.26100
Archarm64x64
Power Modeperformancebalanced

Performance

gemma4:12b qwen2.5:1.5b
Tokens/sec27.516.8
First chunk484 ms941 ms
TTFT484 ms941 ms
Load time8.2 s0.2 s
Memory usage9.3 GB1.0 GB
Memory %8%3%

HW Fit Score Breakdown

gemma4:12b

Speed
29/50
TTFT
20/20
Memory
30/30

qwen2.5:1.5b

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

Quality

gemma4:12b

Reasoning
17/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
11/15
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

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