deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Jun 26, 2026 · Cortex-X925

qwen3:4b

OLLAMA GGUF

qwen3 · 4.0B · Q4_K_M

Not Rec.

Jun 26, 2026 · Cortex-A78AE

Global Score

82 vs 29

Hardware Fit

100 vs 86

Quality Score

74 vs 4

Hardware

deepseek-coder-v2:… qwen3:4b

MachineNVIDIA NVIDIA_DGX_SparkNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super

CPUCortex-X925Cortex-A78AE

Cores206

RAM122 GB7 GB

GPUDevice 2e12Integrated / Unknown

OSUbuntu 24.04.4 LTSUbuntu 22.04.5 LTS

Archarm64arm64

Power Modeperformancebalanced

Performance

deepseek-coder-v2:… qwen3:4b

Tokens/sec117.217.9

First chunk275 ms1010 ms

TTFT275 ms6.4 s

Load time8.9 s9.5 s

Memory usage17.9 GB3.0 GB

Memory %15%40%

HW Fit Score Breakdown

deepseek-coder-v2:16b

Speed

50/50

TTFT

20/20

Memory

30/30

qwen3:4b

Speed

50/50

TTFT

8/20

Memory

28/30

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

qwen3:4b

Reasoning

4/20

Coding

0/20

Instruction

0/20

Structured

0/15

Math

0/15

Multilingual

0/10

Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

View deepseek-coder-v2:… details | View qwen3:4b 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