deepseek-coder:6.7b

llama · 7B · Q4_0

Marginal

Mar 2, 2026 · Apple M4

llama3.2:3b

llama · 3.2B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

Global Score

57 vs 74

Hardware Fit

98 vs 100

Quality Score

39 vs 63

Hardware

deepseek-coder:6.7b llama3.2:3b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

deepseek-coder:6.7b llama3.2:3b

Tokens/sec24.144.1

TTFT251 ms178 ms

Load time0.9 s0.8 s

Memory usage12.6 GB7.0 GB

Memory %39%22%

HW Fit Score Breakdown

deepseek-coder:6.7b

Speed

38/40

TTFT

30/30

Memory

30/30

llama3.2:3b

Speed

40/40

TTFT

30/30

Memory

30/30

Quality

deepseek-coder:6.7b

Reasoning

4/20

Coding

14/20

Instruction

9/20

Structured

6/15

Math

1/15

Multilingual

5/10

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

llama3.2:3b

Reasoning

11/20

Coding

14/20

Instruction

14/20

Structured

12/15

Math

3/15

Multilingual

9/10

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

View deepseek-coder:6.7b details | View llama3.2:3b details

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npx metrillm@latest bench

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