qwen2.5-coder:7b

qwen2 · 7.6B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

llama3.2:3b

llama · 3.2B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score

81 vs 69

Hardware Fit

95 vs 98

Quality Score

72 vs 49

Hardware

qwen2.5-coder:7b llama3.2:3b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedunknown

Performance

qwen2.5-coder:7b llama3.2:3b

Tokens/sec22.127.8

TTFT285 ms285 ms

Load time0.8 s1.9 s

Memory usage7.6 GB7.0 GB

Memory %24%22%

HW Fit Score Breakdown

qwen2.5-coder:7b

Speed

35/40

TTFT

30/30

Memory

30/30

llama3.2:3b

Speed

38/40

TTFT

30/30

Memory

30/30

Quality

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

llama3.2:3b

Reasoning

11/20

Coding

0/20

Instruction

14/20

Structured

12/15

Math

3/15

Multilingual

9/10

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

View qwen2.5-coder:7b details | View llama3.2:3b details

Run yours and compare

npx metrillm@latest bench

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