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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

gemma4:26b-nvfp4

OLLAMA GGUF

nvfp4

Not Rec.

May 25, 2026 · Apple M4 Pro

Global Score
59 vs 85
Hardware Fit
100 vs 80
Quality Score
41 vs 87

Hardware

qwen2.5-coder:0.5b gemma4:26b-nvfp4
MachineFUJITSU ESPRIMO Q920MacBook Pro
CPUIntel Core™ i5-4590TApple M4 Pro
Cores414
RAM16 GB48 GB
GPUIntel(R) HD Graphics 4600, Microsoft Remote Display AdapterApple M4 Pro
OSMicrosoft Windows 10 Pro 10.0.19045macOS 26.4.1
Archx64arm64
Power Modebalancedbalanced

Performance

qwen2.5-coder:0.5b gemma4:26b-nvfp4
Tokens/sec43.765.7
First chunk290 ms233 ms
TTFT290 ms30.0 s
Load time1.4 s5.0 s
Memory usage0.9 GB15.2 GB
Memory %6%32%

HW Fit Score Breakdown

qwen2.5-coder:0.5b

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

gemma4:26b-nvfp4

Speed
50/50
TTFT
0/20
Memory
30/30

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

gemma4:26b-nvfp4

Reasoning
17/20
Coding
15/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate 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