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qwen2.5:7b

qwen2 · 7.6B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

phi4-mini

Not Rec.

Mar 1, 2026 · Apple M4

Global Score
85 vs 39
Hardware Fit
95 vs 66
Quality Score
79 vs 21

Hardware

qwen2.5:7b phi4-mini
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

qwen2.5:7b phi4-mini
Tokens/sec22.221.8
TTFT285 ms9.6 s
Load time0.8 s3.5 s
Memory usage7.6 GB0.0 GB
Memory %24%0%

HW Fit Score Breakdown

qwen2.5:7b

Speed
35/40
TTFT
30/30
Memory
30/30

phi4-mini

Speed
31/40
TTFT
5/30
Memory
30/30

Quality

qwen2.5:7b

Reasoning
14/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

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: Weak
View qwen2.5:7b details | View phi4-mini details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running