phi4-mini:latest

phi3 · 3.8B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

qwen2.5-coder:7b

qwen2 · 7.6B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score

75 vs 70

Hardware Fit

100 vs 94

Quality Score

58 vs 54

Hardware

phi4-mini:latest qwen2.5-coder:7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

phi4-mini:latest qwen2.5-coder:7b

Tokens/sec36.221.5

TTFT190 ms290 ms

Load time0.8 s0.8 s

Memory usage8.3 GB7.6 GB

Memory %26%24%

HW Fit Score Breakdown

phi4-mini:latest

Speed

40/40

TTFT

30/30

Memory

30/30

qwen2.5-coder:7b

Speed

34/40

TTFT

30/30

Memory

30/30

Quality

phi4-mini:latest

Reasoning

12/20

Coding

10/20

Instruction

10/20

Structured

11/15

Math

5/15

Multilingual

10/10

Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Adequate Math: Weak Multilingual: Strong

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

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

Run yours and compare

npx metrillm@latest bench

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