phi4-mini
Mar 1, 2026 · Apple M4
qwen2.5-coder:7b
qwen2 · 7.6B · Q4_K_M
Mar 1, 2026 · Apple M4
Global Score
38 vs 70
Hardware Fit
64 vs 94
Quality Score
21 vs 54
Hardware
phi4-mini qwen2.5-coder:7b
Machine—MacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
phi4-mini qwen2.5-coder:7b
Tokens/sec21.721.5
TTFT11.9 s290 ms
Load time3.5 s0.8 s
Memory usage0.0 GB7.6 GB
Memory %0%24%
HW Fit Score Breakdown
phi4-mini
Speed
31/40
TTFT
3/30
Memory
30/30
qwen2.5-coder:7b
Speed
34/40
TTFT
30/30
Memory
30/30
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-coder:7b
Reasoning
10/20
Coding
0/20
Instruction
13/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
Run yours and compare
npx metrillm@latest benchRequires Node 20+ and Ollama or LM Studio running