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qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Jun 18, 2026 · AMD Ryzen 5 5500U

deepseek-r1:70b

OLLAMA GGUF

llama · 70.6B · Q4_K_M

Not Rec.

Jun 27, 2026 · Cortex-X925

Global Score
82 vs 47
Hardware Fit
71 vs 51
Quality Score
87 vs 45

Hardware

qwen3-coder:30b deepseek-r1:70b
MachineHP HP Pavilion Laptop 15-eh1xxxNVIDIA NVIDIA_DGX_Spark
CPUAMD Ryzen 5 5500UCortex-X925
Cores1220
RAM63 GB122 GB
GPUAMD Radeon(TM) GraphicsDevice 2e12
OSMicrosoft Windows 10 Enterprise LTSC 10.0.19044Ubuntu 24.04.4 LTS
Archx64arm64
Power Modebalancedperformance

Performance

qwen3-coder:30b deepseek-r1:70b
Tokens/sec14.34.7
First chunk869 ms557 ms
TTFT869 ms557 ms
Load time0.3 s52.6 s
Memory usage20.5 GB49.5 GB
Memory %32%41%

HW Fit Score Breakdown

qwen3-coder:30b

Speed
22/50
TTFT
20/20
Memory
29/30

deepseek-r1:70b

Speed
4/50
TTFT
20/20
Memory
27/30

Quality

qwen3-coder:30b

Reasoning
16/20
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: Strong Multilingual: Strong

deepseek-r1:70b

Reasoning
3/20
Coding
1/20
Instruction
14/20
Structured
9/15
Math
8/15
Multilingual
10/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Adequate 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