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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

minimax-m2.7:cloud

OLLAMA GGUF

minimax

Not Rec.

Apr 1, 2026 · Apple M4

Global Score
59 vs 74
Hardware Fit
100 vs 34
Quality Score
41 vs 91

Hardware

qwen2.5-coder:0.5b minimax-m2.7:cloud
MachineFUJITSU ESPRIMO Q920Mac mini
CPUIntel Core™ i5-4590TApple M4
Cores410
RAM16 GB24 GB
GPUIntel(R) HD Graphics 4600, Microsoft Remote Display AdapterApple M4
OSMicrosoft Windows 10 Pro 10.0.19045macOS 26.3
Archx64arm64
Power Modebalancedbalanced

Performance

qwen2.5-coder:0.5b minimax-m2.7:cloud
Tokens/sec43.70.0
First chunk290 ms7588 ms
TTFT290 ms11.4 s
Load time1.4 s0.0 s
Memory usage0.9 GB0.7 GB
Memory %6%3%

HW Fit Score Breakdown

qwen2.5-coder:0.5b

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

minimax-m2.7:cloud

Speed
0/50
TTFT
4/20
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

minimax-m2.7:cloud

Reasoning
19/20
Coding
18/20
Instruction
15/20
Structured
14/15
Math
15/15
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