phi3:3.8b

phi3 · 3.8B · Q4_0

Good

Mar 2, 2026 · Apple M4

qwen2.5-coder:7b

qwen2 · 7.6B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

Global Score

64 vs 79

Hardware Fit

100 vs 95

Quality Score

48 vs 72

Hardware

phi3:3.8b 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

phi3:3.8b qwen2.5-coder:7b

Tokens/sec42.022.1

TTFT142 ms285 ms

Load time1.1 s0.8 s

Memory usage16.0 GB7.6 GB

Memory %50%24%

HW Fit Score Breakdown

phi3:3.8b

Speed

40/40

TTFT

30/30

Memory

30/30

qwen2.5-coder:7b

Speed

35/40

TTFT

30/30

Memory

30/30

Quality

phi3:3.8b

Reasoning

12/20

Coding

3/20

Instruction

11/20

Structured

10/15

Math

5/15

Multilingual

7/10

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

qwen2.5-coder:7b

Reasoning

10/20

Coding

18/20

Instruction

13/20

Structured

13/15

Math

9/15

Multilingual

9/10

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

View phi3:3.8b details | View qwen2.5-coder:7b details

Run yours and compare

npx metrillm@latest bench

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