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qwen2.5:1.5b

qwen2 · 1.5B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

phi:2.7b

phi2 · 3B · Q4_0

Good

Mar 2, 2026 · Apple M4

Global Score
74 vs 65
Hardware Fit
100 vs 100
Quality Score
57 vs 41

Hardware

qwen2.5:1.5b phi:2.7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

qwen2.5:1.5b phi:2.7b
Tokens/sec84.156.6
TTFT119 ms110 ms
Load time0.5 s0.4 s
Memory usage2.6 GB2.2 GB
Memory %8%7%

HW Fit Score Breakdown

qwen2.5:1.5b

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

phi:2.7b

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

Quality

qwen2.5:1.5b

Reasoning
8/20
Coding
10/20
Instruction
12/20
Structured
13/15
Math
6/15
Multilingual
8/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

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

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running