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qwen2.5-coder:0.5b

OLLAMA GGUF

qwen2 · 494.03M · Q4_K_M

Marginal

Nov 13, 2026 · Intel Core™ i5-4590T

llama4:scout

OLLAMA GGUF

llama4 · 108.6B · Q4_K_M

Excellent

Oct 3, 2026 · Cortex-X925

Global Score
59 vs 81
Hardware Fit
100 vs 64
Quality Score
41 vs 88

Hardware

qwen2.5-coder:0.5b llama4:scout
MachineFUJITSU ESPRIMO Q920NVIDIA NVIDIA_DGX_Spark
CPUIntel Core™ i5-4590TCortex-X925
Cores420
RAM16 GB122 GB
GPUIntel(R) HD Graphics 4600, Microsoft Remote Display AdapterDevice 2e12
OSMicrosoft Windows 10 Pro 10.0.19045Ubuntu 24.04.5 LTS
Archx64arm64
Power Modebalancedperformance

Performance

qwen2.5-coder:0.5b llama4:scout
Tokens/sec43.719.6
First chunk290 ms677 ms
TTFT290 ms677 ms
Load time1.4 s13.1 s
Memory usage0.9 GB63.4 GB
Memory %6%52%

HW Fit Score Breakdown

qwen2.5-coder:0.5b

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

llama4:scout

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

Quality

qwen2.5-coder:0.5b

Reasoning
7/20
Coding
8/20
Instruction
10/20
Structured
10/15
Math
2/15
Multilingual
4/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak

llama4:scout

Reasoning
17/20
Coding
19/20
Instruction
16/20
Structured
13/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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