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phi:2.7b

phi2 · 3B · Q4_0

Good

Mar 2, 2026 · Apple M4

qwen3:4b

qwen3 · 4.0B · Q4_K_M

Marginal

Mar 1, 2026 · Apple M4

Global Score
65 vs 48
Hardware Fit
100 vs 53
Quality Score
41 vs 45

Hardware

phi:2.7b qwen3:4b
MachineMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedunknown

Performance

phi:2.7b qwen3:4b
Tokens/sec56.611.3
TTFT110 ms9.2 s
Load time0.4 s0.1 s
Memory usage2.2 GB7.2 GB
Memory %7%23%

HW Fit Score Breakdown

phi:2.7b

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

qwen3:4b

Speed
17/40
TTFT
6/30
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

qwen3:4b

Reasoning
4/20
Coding
6/20
Instruction
8/20
Structured
6/15
Math
12/15
Multilingual
9/10
Reasoning: Poor Coding: Weak Instruction Following: Weak Structured Output: Weak Math: Strong Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running