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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

ministral-3:8b

OLLAMA GGUF

mistral3 · 8.9B · Q4_K_M

Good

Jun 25, 2026 · Apple M4 Pro

Global Score
59 vs 79
Hardware Fit
100 vs 98
Quality Score
41 vs 71

Hardware

qwen2.5-coder:0.5b ministral-3:8b
MachineFUJITSU ESPRIMO Q920Mac mini
CPUIntel Core™ i5-4590TApple M4 Pro
Cores412
RAM16 GB24 GB
GPUIntel(R) HD Graphics 4600, Microsoft Remote Display AdapterApple M4 Pro
OSMicrosoft Windows 10 Pro 10.0.19045macOS 15.6.1
Archx64arm64
Power Modebalancedbalanced

Performance

qwen2.5-coder:0.5b ministral-3:8b
Tokens/sec43.741.4
First chunk290 ms257 ms
TTFT290 ms257 ms
Load time1.4 s5.2 s
Memory usage0.9 GB9.0 GB
Memory %6%38%

HW Fit Score Breakdown

qwen2.5-coder:0.5b

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

ministral-3:8b

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

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

ministral-3:8b

Reasoning
12/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
6/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak 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