codellama:7b

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

qwen2.5:14b

qwen2 · 14.8B · Q4_K_M

Excellent

Mar 1, 2026 · Apple M4

Global Score

68 vs 82

Hardware Fit

97 vs 80

Quality Score

49 vs 84

Hardware

codellama:7b qwen2.5:14b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

codellama:7b qwen2.5:14b

Tokens/sec23.611.2

TTFT297 ms539 ms

Load time0.9 s1.0 s

Memory usage12.6 GB16.5 GB

Memory %39%52%

HW Fit Score Breakdown

codellama:7b

Speed

37/40

TTFT

30/30

Memory

30/30

qwen2.5:14b

Speed

20/40

TTFT

30/30

Memory

30/30

Quality

codellama:7b

Reasoning

6/20

Coding

7/20

Instruction

12/20

Structured

13/15

Math

3/15

Multilingual

8/10

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

qwen2.5:14b

Reasoning

17/20

Coding

18/20

Instruction

14/20

Structured

15/15

Math

10/15

Multilingual

10/10

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

View codellama:7b details | View qwen2.5:14b details

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