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deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Jun 26, 2026 · Cortex-X925

qwen3-coder:30b-a3b-q8_0

OLLAMA GGUF

qwen3moe · 30.5B · Q8_0

Good

Jun 18, 2026 · AMD Ryzen 5 5500U

Global Score
82 vs 78
Hardware Fit
100 vs 54
Quality Score
74 vs 88

Hardware

deepseek-coder-v2:… qwen3-coder:30b-a3…
MachineNVIDIA NVIDIA_DGX_SparkHP HP Pavilion Laptop 15-eh1xxx
CPUCortex-X925AMD Ryzen 5 5500U
Cores2012
RAM122 GB63 GB
GPUDevice 2e12AMD Radeon(TM) Graphics
OSUbuntu 24.04.4 LTSMicrosoft Windows 10 Enterprise LTSC 10.0.19044
Archarm64x64
Power Modeperformancebalanced

Performance

deepseek-coder-v2:… qwen3-coder:30b-a3…
Tokens/sec117.28.0
First chunk275 ms1468 ms
TTFT275 ms1.5 s
Load time8.9 s114.5 s
Memory usage17.9 GB33.5 GB
Memory %15%53%

HW Fit Score Breakdown

deepseek-coder-v2:16b

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

qwen3-coder:30b-a3b-q8_0

Speed
11/50
TTFT
19/20
Memory
24/30

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-coder:30b-a3b-q8_0

Reasoning
17/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View deepseek-coder-v2:… details | View qwen3-coder:30b-a3… 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