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phi:2.7b

phi2 · 3B · Q4_0

Good

Mar 2, 2026 · Apple M4

qwen2.5:0.5b

qwen2 · 494.03M · Q4_K_M

Good

Mar 2, 2026 · Apple M4

Global Score
65 vs 63
Hardware Fit
100 vs 100
Quality Score
41 vs 39

Hardware

phi:2.7b qwen2.5:0.5b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

phi:2.7b qwen2.5:0.5b
Tokens/sec56.6165.0
TTFT110 ms81 ms
Load time0.4 s0.5 s
Memory usage2.2 GB1.7 GB
Memory %7%5%

HW Fit Score Breakdown

phi:2.7b

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

qwen2.5:0.5b

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

Quality

phi:2.7b

Reasoning
7/20
Coding
4/20
Instruction
9/20
Structured
11/15
Math
8/15
Multilingual
2/10
Reasoning: Weak Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Adequate Multilingual: Poor

qwen2.5:0.5b

Reasoning
6/20
Coding
6/20
Instruction
7/20
Structured
11/15
Math
5/15
Multilingual
4/10
Reasoning: Weak Coding: Weak 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