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phi4-mini

Not Rec.

Mar 1, 2026 · Apple M4

qwen2.5:0.5b

qwen2 · 494.03M · Q4_K_M

Marginal

Mar 1, 2026 · Apple M4

Global Score
38 vs 59
Hardware Fit
64 vs 99
Quality Score
21 vs 33

Hardware

phi4-mini qwen2.5:0.5b
MachineMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

phi4-mini qwen2.5:0.5b
Tokens/sec21.7162.7
TTFT11.9 s81 ms
Load time3.5 s0.5 s
Memory usage0.0 GB1.7 GB
Memory %0%5%

HW Fit Score Breakdown

phi4-mini

Speed
31/40
TTFT
3/30
Memory
30/30

qwen2.5:0.5b

Speed
40/40
TTFT
30/30
Memory
29/30

Quality

phi4-mini

Reasoning
11/20
Coding
0/20
Instruction
0/20
Structured
0/15
Math
5/15
Multilingual
5/10
Reasoning: Adequate Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Weak Multilingual: Adequate

qwen2.5:0.5b

Reasoning
6/20
Coding
0/20
Instruction
7/20
Structured
11/15
Math
5/15
Multilingual
4/10
Reasoning: Weak Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Weak Multilingual: Weak

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running