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qwen2.5:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

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

deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Jun 26, 2026 · Cortex-X925

Global Score
65 vs 82
Hardware Fit
87 vs 100
Quality Score
56 vs 74

Hardware

qwen2.5:1.5b deepseek-coder-v2:…
MachineShanghai Zhaoxin Semiconductor Co., Ltd. ZXE CRBNVIDIA NVIDIA_DGX_Spark
CPUZHAOXIN KaiXian KX-7000 KaiXian KX-7000Cortex-X925
Cores820
RAM30 GB122 GB
GPUZX C-1190Device 2e12
OSMicrosoft Windows 11 Pro 10.0.26100Ubuntu 24.04.4 LTS
Archx64arm64
Power Modebalancedperformance

Performance

qwen2.5:1.5b deepseek-coder-v2:…
Tokens/sec16.8117.2
First chunk941 ms275 ms
TTFT941 ms275 ms
Load time0.2 s8.9 s
Memory usage1.0 GB17.9 GB
Memory %3%15%

HW Fit Score Breakdown

qwen2.5:1.5b

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

deepseek-coder-v2:16b

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

Quality

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

deepseek-coder-v2:16b

Reasoning
8/20
Coding
19/20
Instruction
13/20
Structured
12/15
Math
14/15
Multilingual
8/10
Reasoning: Weak Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
View qwen2.5:1.5b details | View deepseek-coder-v2:… details

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$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest