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deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Jun 26, 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
82 vs 65
Hardware Fit
100 vs 87
Quality Score
74 vs 56

Hardware

deepseek-coder-v2:… qwen2.5:1.5b
MachineNVIDIA NVIDIA_DGX_SparkShanghai 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

deepseek-coder-v2:… qwen2.5:1.5b
Tokens/sec117.216.8
First chunk275 ms941 ms
TTFT275 ms941 ms
Load time8.9 s0.2 s
Memory usage17.9 GB1.0 GB
Memory %15%3%

HW Fit Score Breakdown

deepseek-coder-v2:16b

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

qwen2.5:1.5b

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

Quality

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

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 deepseek-coder-v2:… 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