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qwen2.5-coder:32b

OLLAMA GGUF

qwen2 · 32.8B · Q4_K_M

Good

Jun 26, 2026 · Cortex-X925

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.2B · Q4_K_M

Excellent

Oct 12, 2026 · AMD Ryzen 5 5500

Global Score
78 vs 81
Hardware Fit
59 vs 98
Quality Score
86 vs 74

Hardware

qwen2.5-coder:32b qwen3.5:4b
MachineNVIDIA NVIDIA_DGX_SparkMicrosoft WSL
CPUCortex-X925AMD Ryzen 5 5500
Cores2012
RAM122 GB8 GB
GPUDevice 2e12Integrated / Unknown
OSUbuntu 24.04.4 LTSUbuntu 26.04.1 LTS
Archarm64x64
Power Modeperformanceunknown

Performance

qwen2.5-coder:32b qwen3.5:4b
Tokens/sec9.593.7
First chunk394 ms249 ms
TTFT395 ms249 ms
Load time72.1 s10.1 s
Memory usage26.5 GB2.9 GB
Memory %22%38%

HW Fit Score Breakdown

qwen2.5-coder:32b

Speed
9/50
TTFT
20/20
Memory
30/30

qwen3.5:4b

Speed
50/50
TTFT
20/20
Memory
28/30

Quality

qwen2.5-coder:32b

Reasoning
14/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.5:4b

Reasoning
15/20
Coding
13/20
Instruction
15/20
Structured
15/15
Math
7/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong
View qwen2.5-coder:32b details | View qwen3.5:4b 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